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ECONOMIC ISSUES II
Edited by
Ş. Işıl AKGÜL
Marmara University, Istanbul, Turkey
Selçuk KOÇ
Kocaeli University, Kocaeli, Turkey
Elşen BAĞIRZADE
Azerbaijan State University of Economics, Baku, Azerbaijan
Ecoei No: 23
Dr. Ş. Işıl AKGÜL has been working as a Research Assistant at Marmara University in
1978 and has been continuing her academic life as Professor of Econometrics at the same
university since 2002. She completed her master's degree in Bogazici University Institute
of Social Sciences Economics program and her doctorate in Istanbul University Institute of
Social Sciences Department of Economics Statistics program. Since the establishment of
the Department of Econometrics, she has taught and continues to give many courses in
undergraduate, graduate and doctoral programs. Between 2007 and 2012, she took part in
the Econometrics Terms Working Group at the Turkish Language Institute. She has many
articles published in various journals, published books and chapter authorship in books.
Areas of interest; Time Series Econometrics, Linear and Nonlinear Time Series models,
Financial Econometrics and Applied Macro Econometrics.
Dr. Selçuk KOÇ is a Professor at the Department of Economics, Faculty of Economics
and Administrative Sciences at Kocaeli University, Kocaeli, Turkey. His teaching and
research fields are econometrics and economics theory. His research interests include
linear time series econometrics and non-linear time series econometrics.
Dr. Elşen BAĞIRZADE is a Associated Professor at the Department of International
Economics, Faculty of Economics at Azerbaijan State University of Economics (UNEC),
Baku, Azerbaijan. His teaching and research fields are international economics and
development economics. He was visiting scholar at Uludag University, Hacettepe
University, International Cyprus University, Middle East Technical University, Dokuz
Eylul University, University of Siegen, and Kocaeli University in different years. He has
many articles published in various journals, published books and chapter authorship in
books. His research interests include shadow economy, economics of corruption, middle
income trap and economics of education.
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
First Edition, Feburary 2020
“İqtisad Universiteti” Publishing, Baku
Baku, Istiglaliyat Ave. 6
ISBN: 978-9952-501-20-9
Copyright © “İqtisad Universiteti” Publishing 2020
No part of this book may be reproduced, stored in a retrieval system, transmitted in any
form or by any means electronically without author’s permission. No responsibility is
accepted for the accuracy of information contained in the text, illustrations or
advertisements. The opinions expressed in these chapters are not necessarily those of the
editors or publisher.
All chapters in this book have been reviewed by referees.
The publishing responsibilities of the chapters in this book belong to the authors.
Published in Azerbaijan.
CONTENTS
Contents ................................................................................................................................. 4
Preface ................................................................................................................................... 5
The Blokchain Technology In Libraries ................................................................................ 6
Testing the Market Efficiency for Borsa Istanbul Stock Exchange 100 ............................. 18
The Effects of Infidels on the Economy of Khwarazmian Dynasty (1097-1231) ............... 27
Foreign Aid Effectiveness, Corruption and Economic Growth: A case study of selected
South Asian countries .......................................................................................................... 46
Potential Effects of Geopolitical Risks on Financial Markets in Turkey ............................ 95
Recommendations for Fiscal Policies In Light of the 2008 Crises Effects ....................... 106
Role of Plants in Roman Economic System In Classical Antiquity .................................. 127
An Institutional Approach to Industrial Intervention in Turkey: Analysis of Etibank Ereğli
Coal Enterprises Activities (1937-1950) ........................................................................... 141
The Impact Of Foreign Aid On Economic Growth: Empirical Evidence From Somalia
Using ARDL Approach ..................................................................................................... 163
The Analysis Of The Relationship Between Economic Growth And Unemployment In
Turkey With Markov Regime Change Models ................................................................. 180
PREFACE
For the solution of different economic problems, economists studying in various research
areas need multi disciplinary approach. To improve quality of people’s lives as well as
wealth, economists need to analyze different economic issues to understand the dynamics
behind them and to forge a link between related issues. These investigations may lead to
solutions to overcome many economic problems. During this investigation, one of the most
important impediments that prevents analyst to make a comprehensive analysis is the fact
that economics has multi-dimensional and multi-disciplinary charateristics. Therefore, this
book consists of selected papers from different disciplines in social sciences as chapters
presented in 6th European Congress on Economic Issues held in Kocaeli in November
2019 and it is printed as a continuation of first “Economic Issues” book containing
chapters presented in first ECOEI.
We would like to thank all the invited speakers, reviewers, authors and organizers
participating in 6th ECOEI. This book is the result of not only their contributions, time,
and efforts but also their dedication to science. The high-quality scientific contributions
included in this volume serve as extensive documentation basis for those interested. We
hope that this book can serve a very important purpose and it brings a real added value to
the related literature.
Ş. Işıl AKGÜL
Selçuk KOÇ
Elşen BAĞIRZADE
The Blokchain Technology in Libraries
Pinar Basar1
Ayhan Erol2
1.INTRODUCTION
The subject of this research; the development of blockchain technology and the use in all
business sectors after the effects of the enterprise. As the blockchain technology has been
commenced to be implemented in varying fields, its effects can be observed in many
innovations. Since it is already one of the most popular technology of our present time, it
will be ensured that all kinds of operations will be made reliably by using blockchain
technology in the fields of state, institutions, industrial activities, industry and health. This
technology is foreseen by a number of sectors, which will bring huge added value to
enterprises, and the applications made with this technology in the near future will
supersede other classical applications.
The aim of this research is to be informed about how this blockchain technology will be
used in all sectors in the future and how it will affect their businesses. Furthermore, an
application that has never been implemented by blockchain technology; The integration of
libraries in the world with blockchain technology has also been investigated.
In 2008, Satoshi Nakamoto announced the blockchain technology and in 2009 Bitcoin has
been activated as the first crypto money in in the world. He explained that this technology
was made by demonstrating the solution to the mediator problems in international trade in
the event of the 2008 global financial crisis and the lack of confidence in the financial
sector. Although newly announced technology has not been given credit much in the
beginning, after comprehension of what it is and how it works, it began to spread across
the world. With increasing confidence in blockchain and crypto money, over 1000
cryptocurrencies have been issued. Today, there are stock markets in which these
currencies are exchanged and traded with. These trades and exchanges with
cryptocurrencies are being held in the blockchain structure formed by interconnected
computers, by using P2P (peer-to-peer) protocols. Ethereum and similar cryptocurrencies
enable their users to develop their own applications which uses their own cryptocurrencies
and infrastructures by providing their users APIs(Application Programming Interface). The
Ethereum project, which defines itself as a blockchaining application platform, expects to
develop a unique blockchaining development. It has started to use blockchain technology
in cyber security applications, government social security, tax and all digital applications,
industry 4.0 applications and various applications of enterprises. A very detailed academic
research on Blockchains and new open-ended research is underway. The aim of this
research is to provide information on how this blockchain technology, which is used in all
sectors, is affected and how it can be used. Furthermore, an application that has never been
1
Istanbul Commerce University, Department of Business Administration / Assoc. Prof. Dr.,
[email protected], Researcher ID: P-6621-2017 orcid.org/0000-0002-8537-5527
2
Istanbul Commerce University, MBA Student.
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
implemented with blockchain technology; the linkability of libraries around the world with
blockchain technology has also been investigated.
2.BLOCKCHAIN TECHNOLOGY
Blockchain technology was first introduced in 2008 by Satoshi Nakamoto’s “Bitcoin: Peerto-Peer Electronic Cash System article. Although it is not mentioned in the Blockchain
article, it mentions how its technology works and how to make blocks and chains.
Although the word blockchain does not appear in Nakamoto’s article, bitcoin is referred to
as a cryptographically encrypted data block using technology that contains crypto money
(Nakamoto, 2008). The first application of blockchain technology is the application of
cryptocurrency is bitcoin (Iansiti & Lakhani, 2017).
The concept of blockchain technology with TCP / IP stands out conceptual parallels. The
first similarities of these development processes are the supporters who contribute in the
basis of voluntariness and the formation of network-based technologies. It is also possible
that the same TCP / IP achieves the revolutionary impact of information transfer costs
while the blockchain technology continues to operate. In TCP / IP, there is “information
transfer about assets, while block value transfer is mentioned in the blockchain (Akgiray &
Zengin, 2018).
In order to understand the operation of Blockchain technology better, Nikolai Hampton
provided a simplified description of Bitcoin Blockchain, the first application of blockchain
technology(Hampton, 2016);Bitcoin Blockchain can be thought of as a physical notebook
and contains about ten minutes of records of transactions made with bitcoin crypto money
on each page of this notebook. When a page fills up with new processes, it is signed with a
unique serial number and stamped in the book. Blocks can be considered as page numbers
and the chain between blocks can be thought of as serial numbers. The serial number and
the serial numbers of consecutive pages, a product of the operations on the page, are
locked together with a mathematical operation to form a solid chain of pages. The
mathematical operation makes it impossible to change one of the operations without
changing the serial number of the pages and thus the connection between that page and the
next page. To modify a transaction in the notebook, all pages after the transaction must be
removed and populated with new transactions, new serial numbers created, and all pages
pasted into the notebook. The users of this notebook always consider the notebook with the
most pages as the actual notebook. Therefore, the notebook continues to grow with the
addition of a new page every ten minutes, so that the person who wishes to successfully
rewrite a transaction history in the notebook will have to work faster than the rest of the
community. In such a case, the amount of effort required for a person to do this is far
superior to what a single person can do, and therefore this structure is very safe.
In summary, a blockchain consists of a data block produced based on cryptography theory
(Nakamoto, 2008). In addition, the system has a structure that allows transactions between
individuals without the need for a reliable third party. Anyone can see the entire
transaction history. The complete transaction history ensures the validity of each virtual
currency and all virtual currencies are traceable from the moment they are created. In
addition, it provides backward transparency by providing resolution thanks to its
technology. Modifying the current records is prevented. This system eliminates the need
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The Blokchain Technology in Libraries (Pinar Basar and Ayhan Erol)
for management. All operations are cost-effective (Beck, Czepluch, Lollike, & Malone,
2016).
How a blokchain works
The blockchainacts as a general registry where transactions with Bitcoin are recorded.
With an innovative solution, this is done through a blockchain by a network of computers
running bitcoin software(Brito & Castillo, 2013). Person A sends an amount of Bitcoin Y
to Person B. ‟is forwarded to each unit connected to the network via ready-made software
applications. Units connected to the network can evaluate transactions, attach the message
received to them to their registry copies, and share these registry plug-ins with other units
connected to the network. Accordingly, users connected to the entire Bitcoin network have
their own data chain copy, and at any time, any Bitcoin user can access the transaction
history and ownership information of any randomly selected Bitcoin(Antonopoulos, 2014).
Bitcoin process scheme is given below.
The blocks are linked to the previous blocks with the hash value. In this process, the
overall summary value is formed from the summary value in the previous blocks. A
summary of the previous block is also kept in the block. Hash functions are actively used
in the blockchain structure. Each block holds the hash of the previous block. Although
different algorithms can be used as hash function, BTC uses SHA256 algorithm. Changing
a process in the system will also require calculating all the blocks in the chain, which will
require a tremendous amount of processing power. For each block in the chain, the other
nodes must be persuaded, which is very difficult.
The Hash function marks variable-length data sets to fixed-length data sets. The hash
functions are used to find data in the table quickly in the database or to perform
comparison operations faster, and to find similar or identical records in a large file (Knuth,
1998). The cryptographic hash function is used to easily determine that an input data is
marked to the given hash value(Rosen, Wengrowski, Clark, & Gao, 2014). If the input data
is not known, it is very difficult to find input data or equivalent data with only the stored
hash expression being known, in which case the transmitted data is intact. The most
common way to create a hash function is to repeat a compressed function in the input
data(Coron, Dodis, Malinaud, & Puniya, 2005).
Bitcoin uses an algorithm called SHA-256. The algorithm that Bitcoin uses is the most
complex of the algorithms. The main reason for using the hash algorithm in Bitcoin system
is that it provides both the transfer of input data intact and over time, as well as the fact that
it has a closed state for external intervention(Rosen, Wengrowski, Clark, & Gao, 2014).
In the light of the given information, the problem of the study is to determine the basic
working principles of Bitcoin especially in the crypto currencies whose effect is increasing
day by day in business and finance field and to determine the elements of the subsystems
that make up the eco system that makes Bitcoin functional and to use these elements in real
currency transactions. Which classic institution or service provider replaces. The main
objective of the study is to make a prediction of the future by centering on these new
economic elements outlined and to pioneer time-spatial studies in other crypto currencies
or in the changing Bitcoin eco-system in the future.
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
Definition of blockchain
A definition agreed by the researchers about the blockchain is not encountered in the
literature and the definitions made differ even though in the details. As a general definition,
it is stated by Tian that “the essence of the blockchain is a technical plan of a reliable
database that is maintained collectively by decentralized and reliable methods” (Tian,
2016).
The architectural structure of the blockchain is given in Figure 1. The chain starts with the
Genesis block. The blocks are connected one after the other with the values contained in
them. The block in front of a block is referred to as its upper block, and the block structure
can continue in this way and last forever.
Figure 1 The architectural structure of the blockchain
Reference: Zheng, Z., Xie, S., Dai, H. N., Wang, H. (2016), “Blockchain challenges and opportunities: A
survey”. Work Pap.–2016.
Types of Blockchains : Private, Public and Hybrid Blockchain
Although blockchain technology, distributed compromise feature and open structure that
are accessible to all, priority has been developed over time, partially decentralized and
private blockchain structures have been developed for different needs. In partial central
blockchain structures, that is, consortium blockchains consist of structures in which a
predetermined limited number of partners manage the compromise system instead of the
distributed compromise method. In such structures, the blockchain can be constructed as
comprehensive access or mixed access. In special blockchains, the ability to write a new
operation to the blockchain belongs only to a specific group or organization. The authority
to read the data may be open to the public or may be restricted. Blockchain structures can
be classified according to agreement preference or communication preference. In open
blockchains, the user can join the network or participate in the reconciliation system
(Figure 2) (Usta & Doğantekin, 2017).
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The Blokchain Technology in Libraries (Pinar Basar and Ayhan Erol)
Figure 2 Public and Private Blockchains
Reference : Usta, Doğantekin, (2017), Blockchain 101, İstanbul: Kapital Medya Hizmetleri A.Ş.
Blockchain Platforms
As a popular and widespread technology with Bitcoin, different blockchain platforms have
emerged that can be used to develop blockchain and blockchain projects today. These
platforms are differentiated according to whether they are open source, pricing structure,
language of the programs they support and their support chain block structures (open,
private, hybrid). Ethereum and Hyperledger are the most widely used and most widely
known platforms in this field. However, different blockchain platforms such as Corda,
Tendermint and Ripple are also used(Usta & Doğantekin, 2017). In the meantime,
Microsoft has developed popular operating system applications such as windows, Azure on
the blockchain platform as a service (Blockchain as a service) is available. IBM and then
Microsoft are primarily technology giants who invest heavily in blockchain technology.
One of the most interesting points of blockchain technology is its inability to change. The
inability to change blockchain technology does not allow the deletion of incorrectly added
blockchain data as a result of incorrect processing. Accenture Consulting filed a patent
application describing the structure of the interchangeable blockchain (Lumb, Treat, &
Owen, 2016).
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
3. APPLICATIONS OF BLOCKCHAIN TECHNOLOGY IN BUSINESS
The use of blockchain technology, which is known for its first popular virtual money
application, bitcoin application, has been realized in many different sectors and research
has been started in this direction. Technology has been developed over time and it is
foreseen that there will be great diversity in the near future. A list of blockchain technology
applications can be given below(Usta & Doğantekin, 2017):
Digital Identity
Your Know Your Customer (KYC)
Global Payment Systems
Sermaye Capital Needs for Enterprises
Fundraising and Management
Property and Accident Insurance Compensation Process
Internet of Things (IoT) Blockchain
Syndication Loan
Automated Adaptation Mechanism
Oy Proxy Voting
Supply Chain Management
Copyright Recording Systems
Land Registry Systems
Public and Health Records and Tenders
Emir Military Command Command Chains
Copy Product Protection
Notary practice Crypto Coins and Finance
Crypto Coins and Finance
Many financial institutions and banks are investigating areas of blockchain technology that
can be used other than crypto currencies and investing in new solutions. Based on research
published in various sources, some of the financial uses are given below (Kehoe, Dalton,
Leonowicz, & Jankovich, 2015), (Cognizant, 2016), (Everis Next, 2016), (Evans, 2015):
Trading Platforms
Money Transfers
Payment Transactions
Authorization, Verification
Digital Identity Management
Document Management
Barter Management
Islamic Banking Applications
Security
Blockchain technology offers solutions in security application areas. Stocks, private
markets, debt markets, capital markets and derivatives markets are areas that require high
security and blockchain technology will enable safer transactions in these areas (Usta &
Doğantekin, 2017).
Property
It offers blockchain technology solutions in the areas of property application such as
intellectual property, supply chain, ownership and identification. Particularly in the supply
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The Blokchain Technology in Libraries (Pinar Basar and Ayhan Erol)
chain, solutions are offered to companies under the leadership of companies such as IBM
(Usta & Doğantekin, 2017).
Smart Contracts
Smart contracts are independent from the sector or one of the most important fields of
application that can affect many different sectors. Numerous agreements between partners
can be defined by blockchain technology. The Bitcoin transaction structure, with its
defined smart contract structure, ensures the realization of the intended transaction by
providing the necessary logical conditions specified in the contract content. Ethereum has
become the most preferred smart contracts platform in 2014 with its infrastructure
announced as blockchain 2.0 in 2014. Making digital contracts between partners without
the need for a central authority and following contract conditions and performing the
targeted transactions automatically enabled blockchain technology to become one of the
most exciting applications (Ünsal & Kocaoğlu, 2018).
4. APPLICABILITY OF BLOCKCHAIN IN ALL LIBRARIES IN THE WORLD
As the blockchain technology develops, application areas will increase and many studies
are being made in this direction. The idea of integrating libraries in the blockchain involves
the digitalization of all the books in the libraries and the subsequent introduction of these
large digital books to the readers more effectively, which means that the libraries can
maintain their assets by making a certain amount of digital revenue for the sale of digital
money. They can. As this proposal includes a method of earning income, libraries will also
continue to operate as enterprises. Thanks to the digitalization of the books and their place
in the e-book in the blockchain, the books will be completely prevented from being
destroyed due to natural events or other similar terror, fire and war. Readers’ quick access
to e-books will save paper and help to preserve the ever-decreasing green nature of nature.
So we’re going to reduce our carbon footprint (Ünsal & Kocaoğlu, 2018).
How Blockchain Fits the Sector
Although a blockchain developed for libraries has not yet been developed, the idea of
building it is increasing day by day. Digitized books will be very convenient to process on
the blockchain. Considering smart contracts, e-books can be placed on the blockchain by
the same method. When libraries have a blockchain structure, book readers will be able to
access millions of books very quickly. Constraints on the spread of information in the
world will also disappear. Accessibility to all books from anywhere in the world, even in
rural life anywhere in the world, will enable hungry communities to access information
through the library blockchain(Ünsal & Kocaoğlu, 2018).
Determination of Business Processes
In this application, business processes (Gupta, 2018)will consist of different stages and are
given below;
• Digitalization of books,
• Uploading the e-books to the computers that will be placed in the blockchain,
• Networking of e-books with blockchain technology,
• Adaptation to digital currencies for the possibility of renting or selling e-books,
• Creating wallets for readers to access library blockchains,
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
• Announcing libraries to readers.
Digitalization of Books
Numerous books are already digitized, but their rich work in libraries needs to be digitized
and converted into e-books without damaging them. Especially old books with great value
of works should be converted into e-books by using special methods. Visual books for
children, audio books for the blind and illiterate can also be created. E-book making
program, iPad, Android tablet, Ebook Reader for devices such as e-book programs can be
made with digital books can be made simply (Gupta, 2018).
Uploading eBooks to Computers to be Inside the Blockchain
This step is the step of uploading the e-books that will be in the blockchain to the
computers or servers connected to the blockchain as library assets. Depending on the size
of the libraries, it may be necessary to use powerful servers, which can be found with
engineering calculations and suitable computers can be used. It is also possible to provide
solutions with computers rented in the cloud (Gupta, 2018).
Networking of Blockchain Technology and Computers with E-Books
Once the computers are joined to the network as open or private blockchain network, the
definitions are made. If there will be a private network, the network is expanded by giving
security certificates, and no security certificate is required for open networks. Libraries can
take their place on the network after their installation and all libraries will be in a
blockchain using blockchain technology. Being one of the first in the network will always
give priority, and the first to start the blockchain will be the first to start the genesis chain
(Gupta, 2018).
Adapting to Digital Coins for E-Book Rental or Sell
A platform can be selected for the wallet, and then each library and readers can have their
own wallet. When e-book rental or sales are made and the digital money received and
given to the transaction every time the transaction will be made in the wallet (Gupta,
2018).
Announcing Libraries to Readers
After the libraries are located in a network with a blockchain technology and for access to
the libraries this blockchain can be announced to the readers via social media. It can be
made up of readers, researchers, school libraries, non-governmental libraries, students and
people with internet access who want to read e-books. Readers will be involved in opening
a wallet and notebook account to the library blockchain network. Readers should be
connected to the library blockchain network in the easiest way.Considering the smart
contracts made on the blockchain, digitized books (e-books) can also be placed on the
blockchain by the same method. Considering that smart contracts are shorter than e-books,
a very large blockchain structure can emerge with all books in the blockchain. In future,
the classification of e-books can be solved for problems that may arise for the large
blockchain structure (Gupta, 2018).
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The Blokchain Technology in Libraries (Pinar Basar and Ayhan Erol)
Selecting an Appropriate Use Case
When selecting a use case, it must be done making sure it is exactly what it is trying to
accomplish. Assuming that it has to pass 4 valid acid tests, the library blockchain will be
constructed in accordance with these tests.
The use case must pass the following four acid tests:
• Consensus: Does it benefit to agree that each transaction is valid across the network?
• Evidence: Is it important to maintain a full audit trail?
• Accessibility: Is it important that transactions are clear enough to be tampered with?
• Accuracy: Is there a need for an agreed “registration system in the business network?
(Gupta, 2018).
Targeting your blockchain network
When all libraries are connected to the network and all books are digitized, the blockchain
can reach very large dimensions. Considering the blockchain size of Bitcoin for the last 10
years, it can be thought that there will be no problem or e-books can be classified and
solved. With the library blockchain, the reader will be able to access the e-book he / she
wants to read very quickly and the e-books will be transmitted to the reader in a way that
prevents the copying. Thanks to the library blockchain, both the reader and the publishing
rights of the libraries will be protected (Gupta, 2018).
Determination of Dependencies
Where appropriate, what else is needed should be considered in addition to the internal
resources available to start the blockchain project. A service partner may be needed to
deploy the first project. There may also be a need for a platform or structure to achieve
specific regulatory or compliance objectives.
In the case of many parties, a blockchain network is the most successful and becomes more
valuable and efficient as the blockchain grows. Businesses need to learn a new ecosystembased process model (Gupta, 2018).
Choosing a Blockchain Provider and Platform
The provider and platform that best suits your industry and business needs should be
selected (Gupta, 2018).When comparing the eligibility of different providers and
platforms, the following questions should be sought:
• Is an allowed network needed?
• Should identities in the business network (such as compliance with anti-money
laundering regulations) be known?
• Are there frequent exchanges with others that are automatic and pre-programmable,
freeing up valuable time and resources?
• Should the transaction be resolved in minutes instead of days or weeks?
Developing and Deploying Smart Contracts
The next step in the first blockchain project should be to develop and deploy a blockchain
implementation and network. In this application, it is necessary to ensure that all libraries
in the world are located in the blockchain network to be established. When a start is made,
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
many libraries will want to switch to this blockchain. When the blockchain technology is
considered as the technology of the future, each library will be willing to take part in the
library blockchain (Gupta, 2018).
Testing and Fine Tuning Application and Network
The installed library must be tested and revised if necessary before publishing the
blockchain application. As the distribution increases, settings should be thoroughly tested
from the beginning as this will be difficult to make (Gupta, 2018).
Implementation
When the testing and adjustment process is over, the libraries should be contacted and
published all over the world to expand the network. The first process is started with the
Genesis block, and all subsequent operations are added to this block. As new libraries are
added to the network, this library blockchain implementation will become extremely
valuable in terms of content (Gupta, 2018).
5. CONCLUSION
Blockchain technology was first implemented with crypto currency application bitcoin and
it was seen that this technology could be used in many fields over time and then it started
to be applied rapidly in many fields. At first, many crypto currencies emerged with
blockchain technology and today it is known that there are more than 1000 crypto
currencies. Along with crypto currencies, various platforms have shown that the
blockchain application can be used in other finance, property, smart contracts and security
areas. Various platforms have created their own solutions especially for the use of public
and enterprises and made them available to their customers. Some states also work to
create their own solutions for public-related transactions using blockchain technology. In
this study, blockchain technology is tried to be explained and the idea of combining
libraries which have not been studied so far with blockchain has been examined and
suggestions have been given on how and how. IBM’s steps to create a blockchain network
from scratch were tried to create a blockchain network to which all libraries can be
connected. Considering the existence of public, schools, universities and private libraries in
the world, the number of libraries increases to millions. Combining these libraries in a
blockchain network will allow users to access all kinds of information very quickly. Even
if these libraries are physically bad, nothing will happen to the information contained in the
blockchain network. Considering the destruction of many libraries in the history of the
world due to fires, wars and natural disasters, most of the libraries in the world will want to
be included in the blockchain network to be established. The library blockchain network
can be started among the most researched universities and spread this network to the whole
world. The university library that will create the starting block (Genesis) will also have the
first registration information in the notebook. For this reason, it will be usual to start at
universities with library blockchain learning and research centers. Firstly, the blockchain
that the universities in our country will establish among themselves can spread to the
whole world and become a pioneer in this field.
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technology: Beyond bitcoin. Applied Innovation.
Evans, C. W. (2015). Bitcoin in Islamic Banking and Finance. Journal of Islamic Banking
and Finance , 1-11.
Everis Next. (2016). 17 Blockchain Disruptive Use Cases.
https://everisnext.com/2016/05/31/17-blockchain-disruptive-use-cases/
alınmıştır
Everis Next:
adresinden
Gupta, M. (2018). Blockchains for Dummies, IBM. Hoboken, NJ: John Wiley & Sons, Inc.
Hampton, N. (2016, 09 05). Understanding the blockchain hype: Why much of it is nothing
more
than
snake
oil
and
spin.
.
Computerworld:
https://www.computerworld.com.au/article/606253/understanding-blockchain-hype-whymuch-it-nothing-more-than-snake-oil-spin/ adresinden alınmıştır
Iansiti, M., & Lakhani, K. R. (2017). The Truth About Blockchain. Harward Business
Review , 118-127.
Kehoe, L., Dalton, D., Leonowicz, C., & Jankovich, T. (2015). Blockchain Distrupting the
Financial
Services
Industry.
Deloitte:
https://www2.deloitte.com/content/dam/Deloitte/ie/Documents/FinancialServices/IE_Cons
_Blockchain_1015.pdf adresinden alınmıştır
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Knuth, D. E. (1998). The Art Of Computer Programming: Sorting And Searching (Vol. 3).
Addison Wesley Longman.
Lumb, R., Treat, D., & Owen, J. (2016). EDITING THE UNEDITABLE BLOCKCHAIN
Why distributed ledger technology must adapt to an imperfect world. Accenture:
https://www.accenture.com/_acnmedia/PDF-33/Accenture-Editing-UneditableBlockchain.pdf#zoom=50 adresinden alınmıştır
Nakamoto, S. (2008). Bitcoin: A Peer-to-Peer Electronic Cash System. www.bitcoin.org
adresinden alınmıştır
Rosen, E., Wengrowski, E., Clark, C. D., & Gao, X. (2014). Bitcoin: An Empirical Study of
Cryptocurrency. New Jersey: THE STATE UNIVERSITY OF NEW JERSEY.
Tian, F. (2016). An agri-food supply chain traceability system for China based on RFID
& blockchain technology. 2016 13th International Conference on Service Systems
and Service Management (ICSSSM) (s. 1-6). Kunming, China: IEEE.
Toplam Ne Kadar Bitcoin Üretilebilir? (2018, 01 27). Coinmedya:
https://btc.coinmedya.com/toplam-ne-kadar-bitcoin-uretilebilir.html adresinden alınmıştır
Usta, A., & Doğantekin, S. (2017). Blockchain 101. İstanbul: Kapital Medya Hizmetleri
A.Ş., ISBN: 978-605-4584-97-0.
Ünsal, E., & Kocaoğlu, Ö. (2018). Blok Zinciri Teknolojisi: Kullanım Alanları, Açık
Noktaları ve Gelecek Beklentileri. Avrupa Bilim ve Teknoloji Dergisi , Sayı 13, S. 54-64.
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17
Software:
Testing the Market Efficiency for Borsa Istanbul Stock Exchange 100
Mehmet Çağrı Gözen1
Fikriye Ceren Bostancı2
1. INTRODUCTION
When they want to invest in a company investors take some factors into consideration
such as economic influences, industry factors, product demand, earnings, dividends etc..
They try to reach an actual value for the company’s securities by using information coming
from these factors and they make investment decisions by comparing these values with the
securities’ current prices. This fundamental analysis is exposed to critique that market
price of any given security reflects all financial data and information of that security.
However, technical analysis studies the given stock’s 18nalysed by using historical data of
that stock and with the help of this, future returns of related stock could be predicted. But
technical analysis and fundamental analysis should be used together for making a correct
investment decisions. Success of technical analysis require many factors all of which are
needed by a potential investors in managing his portfolio. Efficient Market Hypothesis is
one of the approaches aiming to explain the behavior of stock markets.
A lot of research were made to investigate the stock market efficiency and its important
role in financial resources for the past few decades. Eugene Fama (1965) was the first
economist introducing the term Efficient Market. A key principle to measure the efficiency
in the stock market is the existence of correlation between prices and all the information
presented in a market. Random Walk Theory (Kendall, 1953) (or Efficient Market
Hypothesis (EMH)) is the evaluation if the equity value of a listed company reflects all
relevant data of its business value. Efficient stock market is the situation where stock
market prices are quickly and accurately adjusted to relevant information. Random walk
process characterizes the efficient stock market indicating that any profit prediction is not
possible by using historical data of stock market returns.
2. THEORETICAL BACKGROUND
According to Fama (1965), prices always fully reflect all the available and relevant
information in an efficient market. Jensen (1978), on the other hand, states market
participants cannot exploit the information set to earn excess profit. Fama et. Al. (1969)
indicates that markets adjust to the new information sharply in the validity of efficient
market hypothesis. When new information reaches to the market new information is
processed by the market and there is no any systematical mistake. In this sense, changes in
stock prices could happen only if new information arrives to the market As there is no any
possibility to predict future information it is impossible to forecast future stock price
changes with the help of information set available. Thus, available information does not
make excess profit possible.
However, it is impossible to have the complete informational efficiency for a market
according to Grossman and Stiglitz (1980). Stock prices cannot fully reflect the all
1
2
Kocaeli University, Department of Economics:
[email protected]
Kocaeli University, Department of Economics:
[email protected]
18
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
information in the prices because gathering information has some costs. The new
information couldn’t create an income to cover their expenses if prices fully reflected all
the information investors spending their resources to obtain. Assumption of Fama (1991)
implies that prior condition in EMH is zero information and transaction cost. The other
condition for EMH is not to have monopoly on information and data and to have
transaction costs competitively determined. Because EMH might fail in the existence of
imperfect market.
EMH has three different form based on information set. One of them is efficiency in weak
form meaning that past prices is reflected by the current prices. Current stock prices reflect
all the available information in the past stock prices. That is, future prices cannot be
forecasted by using the past set of information and this means any strategy to gain
excessive profit is useless. Second form is semi strong-form which not only reflects the
information in the past but it also reflects publicly available information in the present.
Finally, strong form of market efficiency reflects inside information in current stock prices
in addition to semi-strong form. Weak and semi-strong form versions of EMH are
encompassed by the strong form of efficient market hypothesis.
When markets are not efficient developing a model is the best way to predict the 19nalysed
of stock exchange prices and in this way, one can create some opportunities to gain excess
profit from stock exchange transactions. Government authorities, as policy implication, can
affect the volatility in prices of securities, evaluate the possible results of different
economic policies and have an impact on inefficient stock exchange market. Efficiency
implies that stock exchange prices respond quickly and accurately to new relevant
information.
Unit root process (random walk) characterizes the market efficiency and mentions that
historical data of stock exchange prices cannot have any effect on prediction of future
prices. Any stock exchange following random walk process will have permanent effects
when exposed to shocks and it won’t be inclined to return its own trend path over time.
The random walk property points out that future returns from the securities cannot be
predicted based on observations in the past and that stock exchange volatility can grow
without bounds in the long run. On the other hand, shocks in the mean reverting, or trend
stationary, process is 19nalysed1919 and stock exchanges return back to the trend over
time.
The article tests the weak form efficiency of stock exchange market by applying non-linear
econometric techniques.
3. LITERATURE REVIEW
Zeren, Kara and Arı (2013) applied Lanne et al. (2002) and Saikkonen and Lütkepohl
(2001) non-linear unit root tests with structural break to test the market efficiency in weak
form for BIST 100 over the period 1.11.1987-30.11.12. Their results show the weak form
efficiency of Turkish stock exchange market. Coşkun and Seven (2016) employed KPSS,
LS and NP unit root tests in addition to DF and ADF unit root tests to analyze the weak
form market efficiency of BIST 100 index for two different periods 1993-2002 and 20032015. Normal distribution test results indicate non-normal distribution of the series.
According to them, this result is a finding which might show series follow a random walk
process and they applied ADF and KPSS unit root tests to support their claim. Findings
19
Testing the Market Efficiency for Borsa Istanbul Stock Exchange 100 (Mehmet Çağrı Gözen and Fikriye
Ceren Bostancı)
point out the random walk process meaning the validity of weak form efficiency for the
BIST. But LS (2003) and NP (2010) tests don’t indicate efficient market features for the
BIST 100 series. Coşkun and Seven (2016) assert unit root tests with structural breaks are
more reliable and they take results of the tests with structural breaks into consideration.
Return of BIST 100 index and its subindexes’ returns which are industry, technologh
Finance and Service indexes are analyzed whether or not they have linear structure by
Malcıoğlu ve Aydın (2016) for the period 03.07.2000 ile 22.09.2015 with the help of
Harvey linearity test. Findings indicate all the variables have non-linear structure, thus, it is
concluded BIST 100 and its subindexes are not efficient in the weak form. Özcan and
Gültekin (2016) applied panel stationarity test allowing smooth and sharp breaks
developed by Bahmani-Oskooee et. Al (2014) to monthly stock exchange market closing
prices data of G-20 countries covering 1990-2015 period to test the validity of market
efficiency. Their results show the invalidity of market efficiency for Argentina, Canada,
China and Russia while being valid for other G-20 countries. Anlaş and Toraman (2016)
investigate the efficiency of BIST 100 in weak form for the period of 1988-2011. Their
analysis considers multiple structural breaks and effect of financial structural changes is
taken into account. Their test results are in favor of weak form market efficieny for the
BIST 100 index. Gözbaşı, Küçükkaplan and Nazlıoğlu (2014) utilize linearity test
developed by Harvey et. Al (2008) and ESTAR unit root test developed by Kruse (2011) to
test the efficiency of Turkish Stock Market. Their findings indicate that Borsa Istanbul
Stock Price Index series show non-linear features and follow random walk process. So,
they conclude that weak form efficiency is valid for Borsa Istanbul. By implementing
parametric and non-parametric tests, Daver, Karacaer and Ünlü (2013) analyze market
efficiency for Turkish Derivatives Exchange and Borsa Istanbul for the period 12.02.2007
– 08.02.2013 and they use daily log returns. Their findings indicate that random walk
process is accepted for the short term.
4. METHODOLOGY AND DATA
This study analyzes the validity of efficient market hypothesis for the Istanbul Stock
Exchange 100 (BIST 100) by using logarithmic value of BIST 100 closing value over the
period 1997:01-2019:10.
Leybourne, Newbold ve Vougas (LNV,1998) supported the idea that structural changes in
economic series should be included in a model gradually instead of instantaneously and
suggested a test procedure. In this model, structural changes is modelled in the way that
there is a smooth transition between regimes. Three logistic smooth transition regressions
are considered for this model.
Model A:
Yt α1 α2 St γ, τ νt
(1)
Model B:
20
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
Yt α1 β1t α2 St γ, τ νt
(2)
Model C:
Yt α1 β1t α2 St γ, τ β2tSt γ, τ νt
(3)
Error term νt is a stationary process with zero mean and St γ, τ is a function controlling
the transition between regimes. This function is stated in equation below.
St γ, τ 1 exp γ t τT
1
γ0
(4)
In equation 4, τ denotes the timing of transition middle point and γ shows transition speed.
If γ 0 , then S γ, τ 0 and S γ, τ 1 . Accordingly, with the assumption νt is a
stationary process with zero mean, Y is stationary around gradually varying mean in an
interval where α1 is the first value and α1 α2 are the last value. In Model B, mean is
varying between α1 and α1 α2 gradually but it has constant trend term unlike Model A.
On the other hand, constant variable from α1 to α1 α2 and trend from β1 to β1 β2 vary
for one time with same speed and at the same time. So, in this test, there is constraint that
transitions in constant and trend should be at the same time and with same speed.
Harvey and Mills (2002) developed new unit root test with two smooth transitions by
extending model having one smooth transition developed by Leybourne, Newbold ve
Vougas (1998)3. This unit root test is applied via three models below
Model A:
Yt α1 α2 S1t γ1 , τ1 α3 S2t γ2 , τ 2 νt
(5)
Model B:
Yt α1 β1t α2 S1t γ1 , τ1 α3 S2t γ2 , τ 2 νt
Model C:
3
David I. Harvey, Terence C. Mills, a.g.e., p. 675-683
21
(6)
Testing the Market Efficiency for Borsa Istanbul Stock Exchange 100 (Mehmet Çağrı Gözen and Fikriye
Ceren Bostancı)
Yt α1 β1t α2 S1t γ1 , τ1
(7)
β2tS1t γ1 , τ1 α3 S2t γ2 , τ 2 β3tS2t γ2 , τ 2 νt
Model A allows two transition in mean. In addition to feature of Model A, Model B has a
constant trend. Model C allows two transition both in mean and in trend. Error term
νt is a
stationary process with zero mean and St γ, τ is a 22nalysed controlling the transition
between regimes. This function is stated in equation below.
1
(8)
Sit γi , τi 1 exp γi t τiT i 1, 2
τ1T and τ2T are the middle points of two transitions and transition speeds are γ1 and γ2
where speed differences are allowed in this model.
5. TEST RESULTS
Validity of weak form market efficiency is tested with the help of unit root tests. Before
unit root tests are utilized it is crucial to analyze the structure of data. BDS test suggested
by Brock, Dechert, & Scheinkman (1987) are utilized to test whether or not data is
independent and identically distributed. BDS test is an independence test but if all linear
dependence has already been removed this test can be used to obtain indirect evidence of
nonlinearity (Koç and Beşer, 2006). Test results shown in Table 1 indicate data is not
independent and identically distributed, therefore, utilizing non-linear unit root test is
preferred for application
Table 1. BDS Test Results
BDS
Std.
zDimension Statistic
Error
Statistic Prob.
2
0.189877 0.003074 61.76834 0
3
0.322134 0.004871 66.13578 0
4
0.41458
0.00578 71.72808 0
5
0.478318 0.006002 79.69544 0
6
0.522955 0.005766 90.703
0
22
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
Graph 1. BIST Series
BIST
200,000
160,000
120,000
80,000
40,000
0
98
00
02
04
06
08
10
12
14
16
18
It is better to use a model consisting smooth transition when it is looked to the graph of
series in Graph 1. LNV model is presented below and test results are shown in Table 2. %5
critical value of LNV model is -4.867 and as test statistics -3.17479 is not more negative
than critical value bist series has random walk process.
Bistt α1 β1t α2 St γ, τ β2tSt γ, τ νt
(9)
Table 2. LNV Test Results
T-Stat
Optimal Lag
-3.17479
11
On the other hand, HM model is presented below and findings are shown in table 3. %5
critical value of HM model is -6.21 and as test statistics -2.66770 is not more negative than
critical value BIST 100 series has random walk process.
Bistt α1 β1t α2 S1t γ1 , τ1
β2tS1t γ1 , τ1 α3 S2t γ2 , τ 2 β3tS2t γ2 , τ 2 νt
23
Testing the Market Efficiency for Borsa Istanbul Stock Exchange 100 (Mehmet Çağrı Gözen and Fikriye
Ceren Bostancı)
Table 3. HM Test Results
T-Stat
Optimal Lag
-2.66770
11
6. CONCLUSION
BIST 100 closing price data is investigated over the period 1997:01-2019:10 to test for
evidence weak form market efficiency. After non-linearity of data is analyzed it is decided
to utilize non-linear unit root test in order to test the validity of market efficiency for stock
exchange market. Our results from these unit root tests conclude that BIST 100 data is not
stationary meaning random walk process is valid. Thus, weak form market efficiency holds
for Turkey and economic actors cannot gain any profit by predicting values of the stock
exchange prices. Evidences obtained from the model verify the opinion that future values
of BIST 100 cannot be predicted by using the past values of these series. If the policy
makers or market participants use the information provided by stock exchange market
expressed as efficient in weak form they cannot have any effect on the market which is an
important policy variable. For future research, validity of semi strong form of market
efficiency in Turkey can be tested by using different methods. In addition, whether or not
EMH is valid can be tested with higher frequency of data such as daily data.
24
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
REFERENCES
Anlaş, T. and Toraman, C., “Analysing the Efficiency of the Turkish Stock Market with
Multiple Structural Break”, International Journal of Academic Research in Business
and Social Sciences, 2016, Vol. 6, No: 12.
Coşkun, Y. and Seven, U. (2016). Efficiency of Financial Markets (in, Financial Markets
and Institutions: Theory and Practice in Turkey, Chapter 9, Seckin Publication, Ed: Aysel
Gündogdu, ISBN:978-975-02-3765-2): p. 289-319
Daver, G. ,Karacaer, M. and Ünlü, H., “Testing Of BIST And Turkdex: Random Walk
And Market Efficiency”, International Journal of Economics and Finance Studies,
2013, Vol. 5, No: 2, p. 10-22.
Fama, F.E., “Random Walks in Stock Market Prices”, Journal of Business, 38, 1965, p.
34-105
Fama, F.E. et. Al., “The Adjustment of Stock Prices to New Information”, International
Economic Review, 10(1), 1969, p.1-21.
Fama, F.E., “Efficent Capital Markets: A Review of Theory Empirical Work”, The
Journal of Finance, 25(2), 1970, p.383-417.
Fama F.E., “Efficient Capital Markets: II” , The Journal of Finance, 46 (5), 1991, p.15751617.
Fama, F.E.,“Market Efficiency, Long-term Returns and Behavioral Finance”, Journal of
Financial Economics, 49 (3), 1998, p. 283-306.
Gozbasi, O., Kucukkaplan, I. And Nazlioglu, S., “Re-examining the Turkish Stock Market
Efficiency: Evidence from Nonlinear Unit Root Tests”, Economic Modelling, 2014, 38, p.
381-384.
Grossman, S.J. and Stiglitz, J.E., “On the Impossibility of Informationally Efficient
Markets”, The American Economic Review, 70(3), 1980, p. 393-408.
Harvey, D. and Mills, T.,. “Unit Roots and Double Smooth Transitions,” Journal of
Applied Statistics, Taylor & Francis Journals, 2002, vol. 29(5), p. 675-683.
Jensen, M., “Some Anomalous Evidence Regarding Market Efficiency”, Journal of
Financial Economics, 6(2-3), 1978, p. 95–101.
Koç, S. and Beşer, M. K., “Testing Nonlinearity in the Rate of Current Account Deficit to
GNP: TURKEY Case”, Journal of Management and Education, 2006, Vol.2, p.67-73.
Lanne, M., Lütkepohl, H. and Saikkonen, P., “Comparison of Unit Root Tests for Time
Series with Level Shifts”, Journal of Time Series Analysis, 2002, 23(6):667- 685.
25
Testing the Market Efficiency for Borsa Istanbul Stock Exchange 100 (Mehmet Çağrı Gözen and Fikriye
Ceren Bostancı)
Leybourne, S. J., Newbold, P. and Vougas, D., “Unit Roots and Smooth Transitions”,
Journal of Time Series Analysis, 1998, 19, 83–97.
Malcıoğlu G. And Aydın, M., “Borsa İstanbul’da Piyasa Etkinliğinin Analizi: Harvey
Doğrusallık Testi”, Journal of Accounting, Finance and Auditing Studies, 2/1, 2016, p.
112-123.
Özcan, B.ve E. Gültekin. 2016. “Etkin Piyasalar Hipotezi G-20 Ülkeleri için Geçerli mi?
Yeni Bir Yaklaşım”, ICEB Konferans Bildirileri.
Saikkonen, P. and Lutkepohl, H., “Testing For Unit Roots In Time Series With Level
Shifts”,Allgemeines Statistisches Archiv, 2001, 85:1–25.
Zeren, F., Kara, H. And Arı, A.,”Piyasa Etkinliği Hipotezi: IMKB için Ampirik Bir
Analiz”, Dumlupınar Üniversitesi Sosyal Bilimler Dergisi, 2013, 36:141-148.
26
The Effects of Infidels on the Economy of Khwarazmian Dynasty (1097-1231)
Meryem GÜRBÜZ1
5. INTRODUCTION
Khwarazm is a region of historical significance, located to the south of Aral Sea in the
downstream of Amu Darya.2 The rulers of the region would be referred to as the “Shah of
Khwarazm” since the old times.3 Until the time of the Anushteginids, as our subject matter,
three dynasties had ruled using the title of “Shah of Khwarazm.” The first one was the
Afrighids (305-995). We see the Ma’munids as the rulers during the time of the Samanids
(819-1005). Mahmud of Ghazni (998-1030) interfered with the internal turmoil in
Khwarazm and dethroned the members of this dynasty and assigned Altun Tash as the
governor of the region (1017). Altun Tash was succeeded by his son Harun (1032). But his
ties with the Ghaznavids soon deteriorated. When Mes’ud I of Ghazni (1030-1041) sent
Shah Malik to resolve the problems in the region, Khwarazm was being governed by
Ismail from the house of Altun Tash. Ismail sought refuge in the Seljuks upon arrival of
Shah Malik. Two years later, Khwarazm was conquered by the Seljuks (1043), who
controlled the region until the independence struggle by Shah of Khwarazm Atsiz.4
Anushtegin Gharchai, studied here as the ancestor of the Khwarazmian dynasty, was a
slave brought to the Seljuk palace. There are differing views on which Turkic tribe he
belonged to.5 Thanks to his personal traits and loyal service, Anushtegin soon became the
tasht-dar (keeper of the royal vessels) in the Seljuk palace. He was appointed by Sultan
Malik-Shah as the Governor of Khwarazm. But he did not go to the region and continued
to occupy his position at the palace. At that time, the revenues from Khwarazm would be
1
Assoc. Prof. Dr., Kocaeli University, Faculty of Science and Letters, Department of History, Division of
Medieval History,
[email protected]
2
See Zeki Velidi Togan, “Hârizm”, İslâm Ansiklopedisi (İA), Istanbul 1950, Vol. V/I, p. 440; Abdülkerim
Özaydın, “Hârizm”, Türkiye Diyanet Vakfı İslâm Ansiklopedisi (DIA), Istanbul 1997, Vol. XVI, pp. 217220; G. Le Strange, The Lands of The Eastern Caliphate Mesopotamia, Persia and Central Asia from Moslem
conquest to time of Timur, London 1966, pp. 446-459; C. E. Bosworth, “Khwarazm”, The Encyclopedia of
Islam (EI), New Edition, Leiden 1978, Vol. IV, pp. 1060-1065; Rhoads Murphey, “Khwarazm”,
Encyclopedia of Asian History, New York 1988, Vol. II, p. 307.
3
W. Barthold, “Hârizmşah”, İA, Vol. V/I, pp. 263-265; for the use of the title by the Anusteginids, see
Richter-Bernburg Lutz, “ Zur Titulatur Der Hwarezm-sahe Aus Der Dynastie Anustegins, Archeologische
Mitteilungen aus Iran, Berlin 1976, Vol. IX, pp. 179-205.
4
For shahs of Khwarazm before the Anushteginids, see Ebü’l-Fazl Beyhakî, Tarih-i Beyhakî, Tehran 1376,
Vol. II, pp. 1017-1037; Abbas Perviz, Tarih-i Selâcika ve Hârezmşâhân, Tehran 1315, pp. 59-97; Afâf
Seyyid Sabra, Tarihu’s-siyasî li’d-devleti’l-Hârezmiyye, Cairo 1987, pp. 10-28; C. E. Bosworth, İslâm
Devletleri Tarihi, trans. Erdoğan Merçil-Mehmet İpşirli, Istanbul 1980, pp. 134-135.
5
İbrahim Kafesoğlu, Harezmşahlar Devleti Tarihi (485-618/1092-1221), Ankara 1992, pp. 39-44.
27
The Effects of Infidels on the Economy of Khwarazmian Dynasty (1097-1231) (Meryem GÜRBÜZ)
used to finance the tasht-house of the Seljuk palace.6 Upon his death, his son Qutb ad-Din
Muhammad (1097-1128) was appointed as the Governor of Khwarazm in his place. Thus,
the Khwarazmian dynasty was established.7 Qutb ad-Din Muhammad remained loyal to the
Seljuks. When he died in 1128, his son Atsiz (1128-1156) became the Shah of Khwarazm.8
In early years of his office as the governor, Shah of Khwarazm Atsiz maintained his
allegiance to the Seljuks, but it did not take too long before he revolted. Sultan Sanjar,
against whom he had rebelled, was one of the most powerful leaders at that time.
Moreover, Atsiz made incursions into the Seljuk territories at every opportunity. Thus,
immediately after the defeat of Sultan Sanjar in Qatwan (1141), Atsiz made the sermons
recited in his name in Nishapur and entered the Merv, the capital of the Seljuks.
Sultan Sanjar launched three military campaigns against Atsiz in Khwarazm. Atsiz was
defeated in each of these campaigns, but he did not abandon his quest for independence.
Sanjar launched his first expedition against Khwarazm in 1138. Atsiz had to leave the
region, but he seized his position again following the return of the sultan. But, his son Atlig
was killed by Sanjar. Several months later, Atsiz captured Bukhara, compensating for his
losses against Sultan Sanjar.9
Sanjar launched another campaign against Khwarazm in 1143 in order to take the revenge
of what Atsiz did after Qatwan. Atsiz was not poised to clash with the sultan. He adopted a
defensive strategy. At the same time, he sent people venerated by the sultan to ask for his
mercy. The sultan found it more strategic to pardon the Shah of Khwarazm, but took with
him the treasury which Atsiz had seized from Merv before leaving the region. 10 Yet Atsiz
did not refrain from his independent action. He did not keep the promises he made to the
sultan. Sultan Sanjar had to go on the third expedition against Khwarazm in 1147. This
expedition ended as Atsiz declared his allegiance which Sanjar accepted. 11 Atsiz continued
to act in an effort to embolden his reign. He died in 1156, and his son Il-Arslan (11561172) became the Shah of Khwarazm. Sultan Sanjar died in 1157 and the Great Seljuk
Empire collapsed. Claiming for the Seljuk heritage, the sons of Atsiz fought to take the
region under their control.
When Atsiz died, Il-Arslan easily eliminated his opponents. Under his reign, the
Khwarazmians grew stronger. Due to his illness, he could not settle the problems with the
İbnü’l-Esîr, el-Kâmil fi’t-târih, trans. Abdülkerim Özaydın, Istanbul 1991, Vol. X, pp. 223-224; Alâeddin
Ata Melik Cüveynî, Tarih-i Cihangüşa, trans. Mürsel Öztürk, Ankara 1999, p. 249; W. Barthold, Moğol
İstilâsına Kadar Türkistan, ed. Hakkı Dursun Yıldız, Ankara 1990, pp. 345-346.
7
Abdülkerim Özaydın, Kutbüddin Hârizmşah”, DIA, Istanbul 2002, :Vol. XXVI, pp. 484-485.
8
İbnü’l-Esîr, ibid.
9
Mehmed Altay Köymen, Büyük Selçuklu İmparatorluğu Tarihi İkinci İmparatorluk Devri, Ankara 1991, p.
321; Kafesoğlu, ibid, pp. 46-48.
10
Muhammed b. Ali b. Süleyman er-Râvendî, Râhatü’s-Südûr ve Âyetü’s-Surûr (Gönüllerin Rahatı ve
Sevinç Alâmeti), trans. Ahmed Ateş, Ankara 1957, Vol. I, p. 170; Cüveynî, ibid, p. 254; Kafesoğlu, ibid, p.
55.
11
Cüveynî, ibid, pp. 253-254; Köymen, ibid, pp. 345-350; Kafesoğlu, ibid, pp. 58-59.
6
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Qara Khitai. The Shah of Khwarazm died in 1172.12 In his place, his son Ala ad-Din
Tekish ascended to the throne. Tekish had to fight his brother Sultan Shah for many years.
Yet he did not allow this struggle to inhibit the state’s rise. Still, this throne struggle cost
him time and resources. Upon the death of his brother in 1193, he started to act more
freely.13 His quick moves brought him success and he managed to take the boundaries of
the Khwarazmian state to the imperial limits.
Shah of Khwarazm Ala ad-Din Tekish focused on Iraq in 1193. He defeated Seljuk Sultan
Toughrul III (1177-1194) near Ray. Sultan Toughrul died in this battle (1194). Thus, the
Seljuk State of Iraq came to an end.14 Following this victory, Shah of Khwarazm Tekish
went to Hamadan and ascended to the Seljuk throne. Thus, the Khwarazmian dynasty
became a neighbor of the Abbasid caliphate. When Sultan Ala ad-Din Tekish died in 1200,
he had left an extremely strong army and an empire with a sound administrative
organization to his son.
In the early years of his reign, Ala ad-Din Muhammad II fought Ghurid Sultans. By taking
advantage of the disintegration and collapse of the Ghurid State, he seized Herat and Balkh
and defeated the Qara Khitai in 1207. In 1212, he conquered Samarkand. Following the
fall of the Ghurids in 1215, he captured the Ghurid territory outside India.15 At a time when
his ties with the Abbasid Caliphate were sour, the Sultan sent an army from Hamadan
against Baghdad in 1217, but his army suffered from heavy casualties due to heavy winter
conditions and failed to attain any achievement.16
In 1220, the events that paved the way for the end of the Sultan and the state developed
quickly. During the Genghis Khan’s campaign toward the west, the Khwarazmian
territories were invaded and plundered, and the Khwarazmian started to collapse quickly.
Between 1221 and 1231, Sultan Jalal ad-Din Khwarazmshah fought the Mongols fiercely
and tried to revive the state, but failed. Upon his death, the Khwarazmian State came to an
end.17
2. STATE AND ISLAM
Like other Turko-Islamic states of the Middle Ages, Khwarazmians relied heavily on
religion to define themselves. They referred to the religion in expounding their political
formation and raison d’être of their rule. Just as they justified their policies with religious
motives, they tried to obtain their legitimacy in this manner. The Khwarazmian dynasty
Cüveynî, ibid, p. 257; Kafesoğlu, ibid, pp. 80-83.
Cüveynî, ibid, pp. 259-267; Kafesoğlu, ibid, pp. 84-122.
14
Kafesoğlu, ibid, pp. 123-126.
15
For the relations between the Khwarazmians and the Ghurids, see Muhammed Abdul Ghafur, “The Gorids,
History, Culture and Administration 549-612/1148-1215-16”, Hamburg 1960, Unpublished Doctoral Thesis,
pp. 65-82, 97-98, 109-115, 123-125.
16
For the Khwarazmian relations with the Abbasid caliphate, see Angelika Hartmann, an-Nâsir li- Dīn Allāh
(1180-1225) Politik, Religion, Kultur in der späten ‘Abbāsidenzeit, Berlin-New York 1975, pp. 75-86; Afâf
Seyyid Sabra, ibid, pp. 128-144.
17
Aydın Taneri, Celâlü’d-dîn Hârizmşah Ve Zamanı, Ankara 1977, pp. 18-83.
12
13
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The Effects of Infidels on the Economy of Khwarazmian Dynasty (1097-1231) (Meryem GÜRBÜZ)
was an extension of the Seljuk Empire. They saw themselves as the state that inherited the
heritage of the Seljuk Empire following its downfall. The relationship between the state
and Islam continued along the same lines as it had been with the Seljuks. As a matter of
fact, this relationship was characteristic of medieval Turko-Islamic states.
The Khwarazmian dynasty officially belonged to Sunnism and Hanafism as a religious
sect. The second largest sect in the country was Shafism. The religion and religious sects
governed the daily lives of society. We can even say that social stratification was based on
this distinction. Essentially, the roots of the sects and their relationship and rivalry had a
long history in the Khwarazmian geography. In this sense, this survived up to, and
continued during, the Khwarazmian rule.
Followers of different sect could be assigned to public office in the Khwarazmian state.
For instance, Shams ad-Din Mes’ud ibn Ali al-Haravi, the vizier of Ala ad-Din Tekish, was
a Shafi. The conflict among the followers of different sects could escalate from time to
time. Indeed, the mosque which the foregoing vizier built for Shafis in Merv was destroyed
by Hanafi fanatics overnight.18 Notwithstanding such incidents, it can be said that the state
tried to maintain a balance among the sects. As was with the Seljuks, the Khwarazmians
disapproved and combated the Batinis. This Alamut-based group continued to be active
during the time of Khwarazmian dynasty as well. This group was known with its assassins
who would perform showy attacks that would create far-reaching influence on the public.
For instance, in 1200, Vizier Shams ad-Din Mes’ud ibn Ali al-Haravi was stabbed to death
by a Batini assassin as he was preparing to mount his horse. Sultan Tekish not only
appointed the son of the murdered vizier as his new vizier to assert his policy against the
Batinis, but also sent an army against them.19
The ties of Khwarazmian rulers with Abbasid caliphs were not stable. We know that the
relationship between the two Islamic states had an effect not only on the regional politics,
but also society.
The activities of Khwarazmians in Persian Iraq and Ala ad-Din Tekish’s accession to the
throne in Hamadan after defeating Toughrul II of Iraqi Seljuks constituted a turning point
in their relations with the Caliphate. Despite his policy of fomenting turmoil in the region,
Abbasid Caliph Al-Nasir Li-Din Allah knew that his new powerful neighbor would be
threat to him. Yet, it was him who had recently incited the Shah of Khwarazm to deal with
the Iraqi Seljuk sultan. The army he sent against Tekish was defeated.20 Al-Nasir Li-Din
Allah sent the following message to the Shah of Khwarazm: “...Your father and your
ancestors had taken their sustenance from us. We had given it to you as well. Content
yourself with it and do not attempt to engage in meaningless errands. Otherwise, everyone
in the country will rebel against your and there will be bloodshed.” Tekish’s response to
Seyfeddîn Hâcî b. Nizâm el-Akîlî, Âsâru’l-Vüzerâ, tas. Mîr Celâleddîn Huseynî Ermevî, Tehran 1337, p.
267.
19
Akîlî, ibid, pp. 267-268; Cüveynî, ibid, p. 276; İbnü’l-Esîr, ibid, Vol. XII, pp. 134-135.
20
Ravendî, ibid, Vol. II, p. 355; İbnü’l-Esîr, ibid, Vol. XII, pp. 93-94; Cüveynî, ibid, p. 292.
18
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
this threatening message was harsh: “The authority belongs to Amir al-Muminin
(Commander of the Faithful). I am his suzerain. I have many enemies and I am stronger
than all of them. The military council has given 170,000 cavalries to our order. The needs
of this army cannot be satisfied with that livelihood. If you give me Khuzestan with your
benevolence, the needs of my subordinates will be met.”21
The ties with the Caliph became sourer during the reign of Ala ad-Din Muhammad, who
succeeded Tekish, as the Khwarazmian sultan came to the point of not recognizing the
Caliph. Sultan Muhammad claimed that the Abbasid caliph had usurped the caliphate
unfairly. He argued that the legitimate caliph should descend from Ali. He attempted to
remove the name of the Caliph from the sermons recited in the country. He even moved to
punish Li-Din Allah for usurping the caliphate, but he failed to achieve his goal.22
The ties with Baghdad were not perfect during the reign of Jalal ad-Din Khwarazmshah
either. He even made incursions into the Caliph’s territories. Later, the Caliph sent his
envoys with a robe of honor (khilat) and gifts to the Khwarazmian sultan when he laid
siege to Khliat (1230),23 but it was no longer possible to establish good relations.
Moreover, any political alliance that could be established between them would hardly
stand a chance against the Mongol invasion. The unfriendly ties, rivalry and power
struggles served the Mongols well. Referred to as “infidels” by the Muslim world, the
Mongols first destroyed the Khwarazmian dynasty and then conquered Baghdad in 1258.24
3. RELIGIOUS ASPECTS OF THE RULER
According to the dominant view of the Khwarazmian era, the state would be represented
and governed by a ruler. The power of the ruler came from God. The ruler was the person
selected by God to rule the people. For this reason, God “shows mercy so that this power
continues and the state is protected.” This mercy was “so great that it cannot be properly
described or even imagined.” As a consequence, the Khwarazmian rulers saw themselves
as the defenders of Islam and the patron of Muslims. Indeed, they referred to the
Khwarazmian palace as a “place to which people can apply if the face of oppression and
destitution.”25 It followed that the Khwarazmian rule was the person who would dispense
justice.
Heribert Horst, Die Staatsverwaltung Der Grosselğuqen Und Horazmsahs (1038-1231), Wiesbaden 1964,
pp. 109-110; also see, ibid, p. 41; Mehmd Altay Köymen, “Selçuklu Devri Kaynaklarına Dair Araştırmalar I
Büyük Selçuklu İmparatotluğu Devrine Ait Münşeât Mecmuaları, atabetü’l-ketebe’nin Neşri Münasebetiyle”,
AÜDTCFD, Published separately from Vol. VIII, p. 329.
22
Cüveynî, ibid, pp. 330-331; İbnü’l-Esîr, ibid, Vol. XII, p. 270; Devletşâh b. Alâüddevle Bahtişâh esSemerkandî, Devletşah Tezkiresi, trans. Necati Lugal, Istanbul 1977, Vol. II, p. 189; Şıhabüddin Muhammed
en-Nesevî, Sîret-i Celâleddin Mingburnî, pub. Mücteba Minovi, Tehran 1344, p. 200; Kafesoğlu, ibid, p. 220.
23
Taneri, ibid, pp. 51-56.
24
Abdülkadir Yuvalı, “Hûlâgû”, DİA, Istanbul 1988, Vol. XVIII, pp. 473-475.
25
Reşidüddin Vatvât, Arâisü’l-havâtır ve nefâisün’n-nevâdir, Süleymaniye Library, Hagia Sophia No. 4138,
pp. 63b-64a.
21
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The Effects of Infidels on the Economy of Khwarazmian Dynasty (1097-1231) (Meryem GÜRBÜZ)
The primary characteristics of a ruler who was believed to be authorized by God to rule the
land included fear of God in his actions and “holding Islam in high esteem is his affairs.”26
In line with the general understanding in Islamic states of the time, they thought that a ruler
should “fear from God” and “be pious” so that he could attain “respect and majesty.”27
Such a ruler would be fair, generous and virtuous and protect people from oppression. The
frequent emphasis on the need for a just ruler in the sources from the era is indicative of
the immense search for justice at that time. For instance, during the ceremony of ascension
of Ala ad-Din Tekish to the throne, Rashid al-Din Vatvat recited a quatrain (ruba’i) as a
eulogy to the new sultan: “Your grandfather had erased the word ‘tyranny’ from existence.
The justice of your father had bound up wounds.”28
The ruler was supposed to do the things that would please God. This could be done by
keeping away from oppression and establish justice. Only in this way could a ruler
permeate his power and account for his actions in the Hereafter.29 The correctness of the
ruler’s actions would be benchmarked against the religious values: “God’s assistance is
with us in every action we have decided to take as regards the state and religion, country
and nation.”30
The religious emphasis in the royal insignia used by the Khwarazmian rulers in line with
the traditions of the time is important in that they bring the relationship between the ruler
and the religion into view. For instance, the titles and designations used by the
Khwarazmian rulers included “zillullah-e fil-Ard” (the God’s shadow on earth), “AbulFath” (the father of the conquest), “Ala ad-Dunya wal Din” (the best of the world and the
religion), “Qutb al-Islam wal-Muslimin” (Pole of Islam and Muslims), “Taj ad-Dunya walDin” (Crown of the world and the religion), “Burhan al-Amir al-Muminin” (Proof of the
Commander of the Faithful), and “Taj al-Ummat al-Bahira” (the crown of the luminous
believers).31 Coins, too, are among the signs of the sovereignty and they may indicate
independence or suzerainty. At the same time, they may attest to the relationship between
the religion and the ruler. The Khwarazmian rulers included the name of the Caliph in the
majority of the coins they minted.32 The robes of honor (khilat) and embroideries on them
(tiraz) are the most valuable royal insignia where the religious emphasis is most visible as
they are decorated with the titles and designations of the ruler.33
Minhâc-ı Sirâc Cûzcânî, Tabakât-ı Nâsırî, pub. Abdülhay Habibi, Tehran 1343, Vol. I, p. 302.
Erdoğan Merçil, “Sebüktegin’in Pend-namesi (Farsça Metin ve Türkçe Tercümesi)”, İslam Tetkikleri
Enstitüsü Dergisi, Istanbul 1975, Vol. IV, Parts 1-2, p. 229; Nizâmülmülk, Siyâset-nâme, ed. Mehmet Altay
Köymen, Ankara 1999, p. 7.
28
Cüveyni, ibid, p. 258; Cüzcani, ibid, Vol. I, p. 299; Seyyid Muhammed b. Hâvendşah Mîrhând, Ravzâtü’ssafâ, Tehran 1339, Vol. IV, p. 366.
29
The approach, in force during the Khwarazmian rule, had been formulated in the Siyasatnama by Nizam
al-Mulk, see pp. 8-9.
30
Reşidüddin Vatvât, Ebkârü’l-efkâr fi’r-resâil ve’l-eşâr, Istanbul University Library, No. F 424, pp. 31b32a; Kasım Toyserkanânî, Nâmeha-yı Reşidüddin Vatvât, Tehran 1338, Second Chapter, p. 71.
31
Meryem Gürbüz, Hârizmşahlar Devlet Teşkilatı, Ekonomi, Kültür, Istanbul 2014, pp. 66-73.
32
Gürbüz, ibid, pp. 79-80.
33
İbid, pp. 91-93.
26
27
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The religious sermons in which the name of the ruler is recited is another sign with
religious significance. It both accounts for and announces the relationship of allegiance
between Muslim rulers. Indeed, an edict of appointment of an orator from the time of the
Khwarazmians reads as follows: “Select your words in your sermon in a way that your
speech will be clear and fluent. Use your words in the correct senses. Say the prayer that
will be used for the running of the state’s affairs considering the current situation in the
country.”34
4. ECONOMY STRUCTURE OF THE KHWARAZMIAN STATE
The Khwarazmian economy relied mainly on agriculture, animal husbandry and trade. The
Khwarazmian country was famous with its gardens, orchards and agricultural produce as
well as its fertile lands. For instance, there were cultivated arable lands along the banks of
Amu Darya. Khwarazm was an important agricultural region. 35 In addition, the Balkh
region was covered with extensive agricultural fields. Indeed, the diversity of the
agricultural produce in this region was visible in the diversity of the taxes imposed.36
Khwarazm, a major source of income for the state, also provided suitable setting for animal
husbandry, another major source of income for the state. Khwarazmian rulers supported
agriculture and animal husbandry as a state policy. For instance, they gave the lands that
belonged to foundations to farmers in an effort to enhance agriculture. In addition, they
built irrigation canals to improve productivity.37
In addition to agriculture and animal husbandry, the revenues of the Khwarazmian state
included incomes from trade, taxes, and spoils of war. The economic institutions of the
state were divided into central and peripheral organizations. Accordingly, the powers and
authorities related to economic activities belonged to the ruler as was the case with other
areas of the state system. All the civil servants were working by representing the ruler and
with the ruler’s graces. In economic affairs, the vizier enjoyed the second most important
powers and authorities. The vizier was followed by the branches of the Divan-i Ala
(Supreme Council) that related to the economic affairs. The first one was Divan-i Istifa-i
Memalik. This council dealt with the financial affairs of the state. “It is the state’s highest
financial authority.”38 This council was headed by the mustawfi (the state treasurer). He
was also the head of the all civil servants working in the field of finance.39
Divan-i Ishraf-i Memalik served as the authority to control and inspect finance and
administration. This council, too, was one of the members of the Supreme Council. It was
headed by the Mushrif. This council was described as the “highest accounting authority”40
Reşidüddin Vatvât, Arâis, pp. 56a-58a.
Ziya Bünyatov, Hârezmşâhlığı ve Enuştekinler Devleti, trans. Tural Rızayev, Istanbul 2003, p. 104.
36
Cüveynî, ibid, p. 151.
37
Bahâeddin Muhammed b. Müeyyed el-Bağdadî, et-Tevessül ile’t-teressül, pub. Ahmed Behmenyar, Tehran
1315, p. 54; Reşidüddin Vatvât, Arâis, pp. 56a-58a; Toyserkanî, ibid, p. 41; Nesevî, ibid, pp. 192-193.
38
Horst, ibid, p. 36.
39
For an edict related to the Khwarazmian Divan-ı İstifa, see Reşidüddin Vatvât, Ebkâr, pp. 37a-39a.
40
Horst, ibid, p. 38.
34
35
33
The Effects of Infidels on the Economy of Khwarazmian Dynasty (1097-1231) (Meryem GÜRBÜZ)
and its head would be characterized as “reliable,” “trustworthy” and “having strong
piety.”41
The economic organization outlined above was modeled also in the provinces. A prince,
prince regent or governor appointed to a region would be considered as the officer with the
highest level of authority in that region. The iqta system was at the heart of the provincial
economic administration. The Khwarazmian ruler had turned the country into various
regions which were governed by the officers who were assigned by the ruler and who used
part of the ruler’s authorities on his behalf. The regions would be divided into iqtas which
would be granted by the ruler or his assignees to favorable people as a blessing and the iqta
holders would be held responsible for the administration of these lands. In the Seljuk time,
administrative iqtas emerged when the military iqtas were transformed into provincial
administration, and the Khwarazmians continued to implement it as such.42
The provincial administration was conducted through the councils as well. The council
system was copied to the provinces.43 The civil servants who dealt with financial affairs in
the provinces included amils, amids, muhtesibs and mutasarrifs.44
5. THE EFFECTS OF INFIDELS ON THE ECONOMY OF KHWARAZMIAN
DYNASTY
For the Khwarazmian state, kuffar (infidels) were non-Muslims. The state saw them as a
threat and combated them. Non-Muslim Turks, the Qara Khitai, Georgians and Mongols
fell into this category. The relations with the infidels had various effects on the state’s
economy. These relations can be grouped as positive and negative ones.
5.1. Positive Effects
The military campaigns the Khwarazmians launched against the infidels brought a
considerable amount of revenues. Indeed, these revenues helped Atsiz as the governor of
Khwarazm to muster power, especially military power in his quest for independence. At
the same time, these revenues were crucial in the deterioration of his ties with the Great
Seljuks, of which he was a suzerain, as he sought to keep this income to himself.
Atsiz was appointed as the governor of Khwarazm in 1128 upon the death of his father
Qutb ad-Din Muhammad. His previous achievements as a commander in the Great Seljuk
army showed that he had strong military acumen.45 When he started to govern Khwarazm,
Atsiz followed a smart policy by turning his attention toward the north. Non-Muslim
Turkic tribes were living in the north, i.e., in Ustyurt, Mangyshlak and beyond. His success
in military campaigns in this region could contribute to the image of Atsiz as a leader. In
Bağdadî, ibid, p. 120.
Sadi Kucur, “İktâ”, DİA, Istanbul 2000, Vol. XXII, p. 47.
43
Gürbüz, ibid, pp. 203-205.
44
İbid, pp. 215-220.
45
Cüveynî, ibid, p. 250; Mîrhând, ibid, Vol. IV, p. 357. Kafesoğlu, ibid, pp. 44-45.
41
42
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
this way, he could ensure that his would be heard across the Muslim world. A ruler who
protected Muslims and engaged in conquests would be appreciated in the Muslim world,
and, at the same time, this would bring certain political advantages. This was what
happened. Shah of Khwarazm Atsiz became popular with his military expeditions against
the infidels and his achievements. He soon took action to be recognized by the Abbasid
caliph. Some of the letters he had sent to the caliphate survived to our time. In his letter to
Caliph Al-Muqtafi Li-Amrillah (1136-1160), the Shah of Khwarazm said: “The greatest
obstacle for me to visit you is that the territories of this subject are neighboring the infidel
Turks. Most of the time, this subject fights the enemies of the religion, trying to keep them
away from the Muslim lands. If I leave here even for a short time, the residents of this area
would be without a protector.”46 In another letter, he wrote: “This subject launches military
campaigns twice a year in various seasons in order to protect the Muslim territories.”47
The revenues from the infidels that contributed to the Khwarazmian economy came from
these expeditions conducted during the time of Atsiz. Moreover, a letter Atsiz sent to the
Caliph reveals that such expeditions had been conducted previously as well. Referring to
his father, Atsiz wrote: “He served Islam for 80 years... At the age of 20, he started to
launch campaign against the lands of infidels. Thus, the people of Khwarazm and
Khorasan could feel the security of lives and property.”48 Although Atsiz referred only to
the difficulties he faced and the significance of his deeds, it is clear that these campaigns
had brought substantial spoils as well.
Atsiz’s campaigns in Ustyurt, Mangyshlak and Jand made great contribution to the state’s
economy, but it was not without risks. Indeed, Seljuk Sultan Sanjar did not like his
activities because Atsiz was growing stronger by bringing non-Muslim nomadic Turks
under his rule. These campaigns were not only powering up the economy, but also
providing the much needed manpower. Relying on this power, Atsiz went further and
arrested the Sultan’s men in Khwarazm and confiscated their property.49
Sultan Sanjar launched his first campaign against Khwarazm in September 1138. In the
battle fought in November, Atsiz’s soldiers were ineffective. Approximately 10,000
Khwarazmian soldiers were lost including the causalities and captives. Atsiz fled, and he
was official removed from office as Seljuk prince Malik Ghiyath al-Din Suleimanshah ibn
Muhammad was appointed as the governor of Khwarazm. However, after Sultan Sanjar
left the country, Atsiz returned to Khwarazm and easily defeated Suleiman and expelled
him away from the region with support from the people.50
Atsiz’s independent actions urged Sultan Sanjar to launch another expedition against
Khwarazm. In Sanjar’s last expedition against Khwarazm in 1147, Atsiz was defeated.
Heribert Horst, “Arabische Briefe der Horazmsahs an den Kalifenhof aus der Feder des Rasidad-Din
Watwat”, ZDMG, 1966, Vol. CXVI, p. 34.
47
Horst, ibid, p. 35; see also ibid, pp. 36-37.
48
Horst, ibid, p. 30.
49
Köymen, ibid, pp. 321-323, Kafesoğlu, ibid, pp. 46-48.
50
Köymen, ibid, pp. 321-323, Kafesoğlu, ibid, pp. 46-48.
46
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The Effects of Infidels on the Economy of Khwarazmian Dynasty (1097-1231) (Meryem GÜRBÜZ)
When he came to the presence of Sanjar in the banks of Amu Darya on June 2, 1148, Atsiz
failed to comply with the loyalty ceremony of the time. He just greeted the Sultan with his
head and left the area. But the Sultan did not make a fuss over his disrespect. Kafesoğlu
was right when he said: “Sanjar’s act against his move by the Shah of Khwarazm, who
rebelled against him three times and was defeated in each time, can be explained with the
Great Sultan’s generosity, but he might also hope something from the existence of this
courageous and obstinate man whom he had prevailed over even at the most critical
moments, as in the wake of the battle of Qatwan.”51 In our opinion, in Sanjar’s efforts to
thwart the threats from the Qara Khitai and Oghuz tribes, Atsiz helped him by protecting
the Seljuk territories against the incursions from the infidels.52 Even though Atsiz
frequently rebelled, it was in Sanjar’s benefits to keep Atsiz in place at a time when he had
to deal with numerous enemies.
Then, Atsiz turned his attention toward the infidels in the north. He first assigned his elder
son Il-Arslan to Jand to secure the area before launching a military expedition against
Sighnaq, a central Kipchak city. What stopped him from making this campaign against the
infidels was the Seljuk sultan’s being defeated and enslaved by the Oghuz. Shah of
Khwarazm Atsiz carefully watched this turmoil in Khorasan. When he had defeated the
Sultan in Qatwan in 1144, he had ventured to march against the Seljuk capital and he had
even taken Sanjar’s treasury to Gurganj.53 Now, the Oghuz invaded the entire Khorasan
(1153), but he did not take action for independence. He captured the castle of Amuye for
the security of his own country. He also contacted the rulers in the region trying to
mobilize them against the Oghuz, but in vain.54 Meanwhile, the Oghuz conquered many
cities, killing many people. The Seljuk capital was plundered extensively twice.
Shah of Khwarazm Atsiz died in 1156. The most important factor in his being regarded as
the founder of the Khwarazmian State was his campaigns against the infidels. The
expeditions Atsiz launched in an effort to security the northern parts of his country made it
possible for him to establish a state in Khwarazm. His and his successors’ presence in the
region ensure that the traders could be active in Khwarazm as a major transit trade center,
which eventually consolidated the country’s economy.
Ascending to the throne after his father, Il-Arslan continued to following his father’s
policies. In early years of his reign, he had to deal with the problems in Jand and
Mangyshlak. In the Middle Ages, a ruler’s death could lead to uncertainties which might
be brief or long. Fights for the throne in particular could allow foreign powers to interfere
with the domestic affairs and could even result in loss of lands. Such a death could even
create a suitable environment for attacks against the country or the loss of subjugated
territories. Indeed, immediately after Atsiz’s death, infidels attacked Jand and Mangyshlak.
Kafesoğlu, ibid, p. 59.
Kafesoğlu, ibid, p. 60.
53
İbnü’l-Esîr, ibid, Vol. XI, p. 85.
54
Kafesoğlu, ibid, pp. 59-60.
51
52
36
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
Il-Arslan made a political move by supporting the Qara Khitai against the Qarluqs, but he
did not get what he sought with his move.55 Still, it is important in terms of following the
state’s “infidels” policy.
Ala ad-Din Tekish, who ascended to the throne in 1173, was the elder son of Il-Arslan.
When his father died, he was the governor of Jand, which was the most important region at
that time. In order to fight his brother Sultan Shah for the throne, he received assistance
from the infidel Qara Khitai, but later he waged war against them. For instance, he
personally led his army against Transoxiana and seized Bukhara.56
The policy Sultan Ala ad-Din Tekish developed against Kankalis-Kipchak tribes, who
were involved in the “infidels” policy, gave the Khwarazmian State its character and, at the
same time, influenced the Turkic military, linguistic and cultural history. After 1195,
Sultan Tekish had to focus on the problems in the eastern parts of his country. When he
launched a campaign against the Kipchaks, his former ally, the Urans changed sides.
Therefore, the Sultan was defeated (1195). Although Tekish later reinforced his army and
became successful and even took Kipchak ruler Qatir Buqu, he knew that this was not
sufficient for a definite result. The Sultan followed a policy to ensure the allegiance of nonMuslim Turkic tribes including the Uran and Kankalis along with the Kipchaks. He
married Terken Khatun, the daughter of one of the influential Turkic chieftains in the
region.57 Thus, the Kankalis-Kipchak influence started to be felt in the Khwarazmian State.
The tribes started to have a say in the military and administrative organizations. Although
they were regarded as infidels until that time, these Turkic tribes were involved in the
Muslim country, becoming the state’s major components.
The “infidels” policy had positive effects during the reign of Sultan Ala ad-Din
Muhammad as well. His struggle against the Qara Khitai fell into this category as well.
The ruler of Samarkand, Osman, who descended from the Kara-Khanids, terminated his
allegiance to the Qara Khitai in 1207 and had the name of Shah of Khwarazm Muhammad
recited in the sermons and minted on the coins.58 The Qara Khitai did not like this change
in Samarkand. The Gur Khan sent an army which defeated the Khwarazmian army. As a
matter of fact, this was the first defeat of the Sultan. Muhammad’s reaction to the
increasing pressures from the Qara Khitai was harsh. He had the Qara Khitai envoys
executed for behaving disrespectfully, and defeated the Qara Khitai army led by the
Tayangyu. The Sultan even pursued the fleeing Qara Khitai troops and captured Otrar.
This victory had massive repercussions. Even the Qara Khitai capital expected that the
Sultan would come as a savior. The Sultan celebrated his victory against the “infidels” who
had long been exerting pressures on his country by assuming the title of “Iskender-i Sani”
Cüveynî, ibid, p. 256.
Kafesoğlu, ibid, p. 113.
57
Kafesoğlu, ibid, pp. 130-131.
58
İbnü’l-Esîr, ibid, Vol. XII, p. 122.
55
56
37
The Effects of Infidels on the Economy of Khwarazmian Dynasty (1097-1231) (Meryem GÜRBÜZ)
(Alexander the Second).59 Despite this success, Shah of Khwarazm Muhammad lasted
until the destruction of the state by the “infidels.” This was discussed under the following
heading.
The campaigns against the “infidels” proved beneficial also during the reign of Sultan Jalal
ad-Din Khwarazmshah. Jalal ad-Din Khwarazmshah had great success against the
Georgians. These victories earned him popularity across the Muslim world. For instance,
he defeated the Georgians in 1225 and captured Tbilisi in 1227. The Shah of Khwarazm
obtained substantial spoils from his expeditions against Georgia.60 Indeed, he needed a
strong and well-equipped army in order to survive in the region and fight the Mongols.
This meant money.
5.2. “Infidels” and Trade
The positive effects of the “infidels” to the Khwarazmian economy also came through
trade. For the Khwarazmians, trade was one of the essential elements of economic life. The
region had already enjoyed commercial significance even before the Khwarazmian State
was established. The Khwarazmians inherited the existing commercial environment and
benefited from it.
In geographical terms, Khwarazm connected Asia to Southern Russia. It served as a hub
for distributing the goods coming from China and India to Siberia and Scandinavian
countries. In addition, the goods were also sent to Baghdad before being transported to
Egypt and Africa by land and to Spain by the sea. Obviously, this trade network was
multinational and multi-congressional. Khwarazmians were known as dexterous
tradesmen. They received a great share of this commercial boom. The arrival of a great
variety of goods brought by the caravans in Khwarazmian markets was praised in the
resources of the time.61
The commercial importance of the region dominated by the Khwarazmians had not
changed for long, i.e., since the 10th century. The capital city of Gurganj enjoyed a special
place in the commercial life. Gurganj had long been a commercial center and it was second
most important commercial center after Kath in the 10th century. According to the accounts
by Muslim geographers, these cities relied mainly trade for their revenues and big caravans
would depart from these cities. In addition, Khwarazmian tradesmen would transport their
goods with their larges vessels through the Caspian Sea.62 Under the Khwarazmian rule,
the former capital lost its luster and Gurganj emerged as the main commercial hub. There
Cüveynî, ibid, pp. 298-299; Mîrhând, ibid, Vol. IV, p. 391, Muhammed Avfî, Lübâbü’l-elbâb, pub. E. G.
Browne, Persian Historical Text, Vol. IV, London-Leide 19006, Preface and notes, Mirza Muhammed
Kazvinî, Vol. I, pp. 43, 112.
60
For the military campaigns of Jalal ad-Din Khwarazmshah against the Georgians, see Taneri, ibid, pp. 4751.
61
Devletşah, ibid, Vol. II, p. 245.
62
Ramazan Şeşen, İslâm Coğrafyacılarına Göre Türkler ve Türk Ülkeleri, pp. 48, 56, 102, 161-162, 172, 182,
217.
59
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
were not only the goods in which Khwarazm served as a transit route, but also the goods
which were produced in the country and exported to other countries.
Since the 10th century, there had been trade of animals between Khwarazm and the regions
where non-Muslim Turkic tribes lived.63 The goods that came to Khwarazm included the
furs of sables, foxes, rabbits and other animals, honey, wax, fish teeth and glue, animal
skins, clothes, swords, armor, wool, etc.64 Khwarazmians produced and exported cotton
and wool clothes, covers, fabrics and cotton oil.65 Slaves constitute a major trade item. The
slaves brought from the “infidel” countries would be distributed from this center.66
As in the 10th century, this region continued to be an important commercial center under
the Khwarazmian rule. Commercial activities continued uninterruptedly thanks to the
secure environment provided by the Khwarazmians until the Mongol invasion. Khwarazm
was a trade hub and shown in our resources as a place where caravans stopped over. 67 The
state did its share to ensure the smooth continuation of this commercial life. As clearly
noted in the sources that survived to our time, special importance was attached to the
security of the routes. For instance, it was stated in an iqta edict that it was the
responsibility of the iqta holder to ensure the security of the routes. The letter urged the
iqta holder to “refrain from neglecting the protection of the routes even for a moment” and
act decisively in punishing those who compromised security.68
Jand served as a center for the relationship between the Khwarazmians and infidels.
Attaching military significance to the region, the Khwarazmians used this region as a base
for their military campaigns toward the north. The commercial importance of the city of
Jand deserved the significance attached to it by the state. It was no coincidence that the
older princes were assigned to the administration of the region. The security of this region
was crucial for commercial activities. This was because Jand was an outpost on the
commercial route to Khwarazm. It was the region where the trade with the infidels
occurred. In the conquest edict of Jand, the city was defined as the “border of Islam.”69 The
city was also a commercial boundary between the Muslim countries and the “infidels.”
The edict with which Sultan Ala ad-Din Tekish gave the city to his son Nasir ad-Din
Malik-Shah testified to the commercial significance of the region. In this edict, it was
emphasized that he should “ensure the security of the routes, protect the lives and property
of the traders, and prevent attacks against their lives and property.”70
Şeşen, ibid, pp. 162, 172; Sergey Grigoreviç Agacanov, Oğuzlar, trans. Ekber N. Necef- Ahmet
Annaberdiyev, Istanbul 2002, p. 150.
64
Şeşen, ibid, pp. 162, 172.
65
Şeşen, ibid, p. 102.
66
Şeşen, ibid, pp. 161-162, 172; Agacanov, ibid, p. 151.
67
Cüveynî, ibid, p. 149.
68
Bağdadî, ibid, p. 36.
69
Reşidüddin Vatvât, Ebkâr, pp. 31b-34a; Toyserkânî, ibid, p. 71.
70
Bağdadî, ibid, p. 13-29.
63
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The Effects of Infidels on the Economy of Khwarazmian Dynasty (1097-1231) (Meryem GÜRBÜZ)
In the Khwarazmian state, there were troops which secured the routes and they were called
the “guardians of the routes.”71 In addition, traders would be issued permits to facilitate
their transactions.72
5.3. Negative Effects
The negative effects of the “infidels” to the Khwarazmian economy included the Mongol
invasion. Moreover, the Khwarazmians had paid tributes to the Qara Khitai until the reign
of Sultan Ala ad-Din Muhammad. The state would gain economic income from the
military campaigns against the “infidels”, but it still paid tribute to the “infidels.” This was
closely related to the political situation. The Khwarazmians were trying to gain their
independence while the Great Seljuk Empire was collapsing, and at the same time, they
were trying to inherit the Seljuk territories while combating the other powers trying to do
the same. As they tried to dominate the region absolutely, they paid tribute to the Qara
Khitai although they were “infidels.” This was a necessity.
Yet the Mongol invasion led to the collapse of the Khwarazmian State. The damage this
invasion did to the region’s economy continued for many years even after the destruction
of the Khwarazmian dynasty. Moreover, the Mongol invasion affected not only the
Khwarazmian dynasty, but also Baghdad and Anatolia.
When the Mongols got organized and got into action under the rule Genghis Khan, the
Khwarazmian State was one of the strongest countries in economic and military terms in
the region. The relations between the Mongols and the Khwarazmians started with an
economic agreement in 1218. Under this agreement, both parties would do their share in
providing security for commercial activities.73 This agreement with the “infidels” would
bring substantial gains for the Khwarazmian economy while ensuring that the products not
found in Genghis Khan’s land were provided to Mongols. Indeed, the trade along this route
was dominated by Muslim traders. Indeed, the traders whom Genghis Khan contracted for
doing trade on his behalf were Muslim. According to the historical resources, Genghis
Khan attached great importance to this deal as well as to the economic chain in which
Mongols had involved. The traders who held “permits,” which Köymen defined as a sort of
“passports,”74 would freely trade goods between the two countries.
However, the peaceful climate between the Mongols and the Khwarazmians did not last
long. When Sultan Ala ad-Din Muhammad captured Samarkand, he planned to use it a
center for his actions. In some sources, it was noted that Samarkand became the second
capital. When the Sultan was in Samarkand, he encountered a Mongolian unit which was
returning from the pursuit of the Merkits. The reason for this act was not certain although
various reasons were reported in the sources. The nature and consequences of the attack
Cüveynî, ibid, p. 288.
Köymen, ibid, p. 554.
73
For the commercial relations, see Cüveynî, ibid, pp. 116-117; Nesevî, ,ibid, p. 48.
74
Köymen, ibid, p. 554.
71
72
40
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
were significant. The Sultan was defeated by this Mongolian unit. When the fierce battle
ended, the Mongols were not persistent and left the region. 75 But in terms of international
relations, the Sultan had attacked the soldiers of a country with which he had made an
economic agreement. Genghis Khan did not show any reaction to this incident. We gather
that he did not want to disrupt the good relations. Yet, the Otrar incident was the last straw.
When a trader caravan including the Mongol envoys reached the Khwarazmian border city
of Otrar, the governor of the city, Inalchuq arrested and killed them. All traders in this 450people caravan were Muslim. Various explanations were offered in the sources to this
move by the governor. Some stressed Inalchuq’s ambitions, arguing that he did this in
order to capture the wealth of the traders. Some sources suggest that the Sultan had his
hand in this incident.76 Whatever the reasons were, the incident had significant
consequences.
In the face of the incident, Genghis Khan pursued a cool-headed policy. His policy sought
not to break the agreement. He asked the Sultan to punish the governor. He should either
penalize Inalchuq himself or send him to the Khan. Shah of Khwarazm Muhammad did not
penalize the governor of Otrar.77 His attitude indicated that the war was inevitable. Now,
Genghis Khan could act with a legitimate reason to take the revenge of the killed
delegation. This was what happened. Referring to the Otrar incident, Genghis Khan
launched a military campaign toward the west.
Shah of Khwarazm Ala ad-Din discussed the military strategy they should follow against
the Mongolian army in the war council, and although he received many suggestions, they
paid no need to any of them. He thought that a defensive tactic would be sufficient. He
assumed that he could restrain the Mongols by reinforcing the castles and sending military
reinforcement to the cities.78 This strategy proved ineffective at the very begging. Genghis
Khan severed the connection between the cities and captured them one by one. He
recruited some of the qualified manpower from the conquered cities and sent them back to
the Mongol country. He killed the rest or used them as a human shield in attacking the next
city. Thus, the qualified workforce in the Khwarazmian country was virtually destroyed.
Considering that those who survived moved to other regions, it is clear that the Mongol
invasion dealt a fatal blow to the region’s economy. The Khwarazmian cities –Otrar,
Bukhara, Samarkand, Sighnaq, Jand, and Barcinlik–fell one after another. Eventually, the
capital city, too, was seized and destroyed by the Mongols. Shah of Khwarazm
Muhammad fled. He went to Abaskun in the Caspian Sea, where he thought he could be
safe. He soon died here (1220).79
Kafesoğlu, ibid, pp. 238-240.
Kafesoğlu, ibid, pp. 240-243.
77
Cüveynî, ibid, p. 118; Nesevî, ibid, pp. 63-64; Kafesoğlu, ibid, p. 243; Barthold, ibid, pp. 422-425.
78
İbnü’l-Esîr, ibid, Vol. XII, pp. 316-317; Nesevî, ibid, p. 167; Kafesoğlu, ibid, pp. 148-150; Barthold, ibid,
pp. 429-430.
79
İbnü’l-Esîr, ibid, Vol. XII, p. 325.
75
76
41
The Effects of Infidels on the Economy of Khwarazmian Dynasty (1097-1231) (Meryem GÜRBÜZ)
A struggle for the throne erupted following the Sultan’s death, but Uzlaq-Shah and AkShah were killed in a battle against the Mongols, and Jalal ad-Din Mingburnu, whom the
Sultan had declared as his crown prince in his last days in Abaskun, became the new
sultan. But, having no capital or throne to claim, Jalal ad-Din sought refuge in India. In
1224, he returned to his country, believing that the time was ripe for struggle against the
Mongols. Jalal ad-Din went to Persian Iraq and tried to get a hold in Azerbaijan and then in
Khliat in his fierce struggle against the Mongols. He spent all his life in trying to revive the
state after becoming the sultan, and he was killed in 1231 when he was fleeing from the
Mongols near Meyafarikin (Silvan, Diyarbakır). Upon his death, the state came to an end.80
6. CONCLUSION
The “infidels” effect on the Khwarazmian economy was both positive and negative. The
most important source of revenues for the newly establish state was the military
expeditions against the “infidels” and the spoils earned in them. The trade with the infidels
also made contributions to the empowerment of the Khwarazmian state. Yet, the state
came to an end with the Mongol invasion. This invasion destroyed the cities, and
undermined the trade, causing many people to die or migrate. The Mongol invasion put an
end not only to the Khwarazmian dynasty, but also the economic life in the region.
80
Taneri, ibid, pp. 20-83.
42
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
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45
Foreign Aid Effectiveness, Corruption and Economic Growth: A case study of
selected South Asian countries
Muzammal Afzal1
1. INTRODUCTION
A feature of the world is the difference between per capita incomes among the countries. A
controversy presides within the idea that whether there is convergence or divergence of
relative incomes. But one thing is certain that there is a huge and absolute difference
between rich and poor countries ( Baroo, J. Robert 1990) Foreign aid is transfer of money,
resources or goods from rich to poor countries, used as an instrument to alleviate poverty
and bridge the gap between incomes of poor and rich countries. In recent decades aid to
poor countries has increased in volume, increasing from 3.89 to 9.52 of donor countries’
GDP during 1960s to 1990s.
Donors are constantly providing capital inflows to developing countries with the aim of
helping them to become self-sustaining and to reduce the gap between developed and
developing countries. Most of these capital inflows are in the form of foreign aid.
International programs for poverty alleviation and self-substance of poor countries include
bilateral aid to poor countries, multilateral aid from international organizations, loans
below the market rate, debt forgiveness and technical assistance etc. It is however
uncertain that this foreign aid achieve its objectives of ensuring positive impact on
development outcome of recipient countries. Many structural problems prevailing in the
developing countries which play as a major obstacle for foreign aid to achieve its
objectives. Poor governance, bureaucratic structure, political instability and prevailing
corruption in the developing countries is considered to be the problem. For example,
research has established that systematic corruption is a major constraint on effectiveness of
aid flows in South Asian countries.
According to World Bank and Transparency international corruption is defined as the use
of public power and resources for private benefits. It is the abuse of public office by public
officials for personal gains. The motive of corruption is to provide one with unfair
advantage at the expense of another individual or a country or province. There are two
perspectives regarding the role of corruption in developing countries. First view considers
corruption desirable for increasing the efficiency of the economy. Leff, 1964, argued that
“Corruption can, in extreme cases, be not only desirable but essential to keep the economy
going”. The second perspective disagrees with this role of corruption. They argue that
corruption will only help in countries where it has been adopted as a way of life and where
agents believe that their work is going to become easier by offering bribes (World Bank,
1997).They found corruption a destructive force that reduces economic growth by affecting
investments, diverting public expenditures, reducing taxes and the efficiency of foreign aid
in recipient countries (Lambsdorff, 2005).
But on the other hand however; it also increases the dependency on foreign aid by
plummeting growth and development of developing countries. While further exploring the
1
Muzammal Afzal is a researcher and Mphil Graduate from Applied Economics Research Centre, University
of Karachi.
[email protected]
46
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
counter phenomenon, Alesina and Weder (2002) examine whether less corrupt
governments are rewarded with increased bilateral aid. They find that, if anything, it is
more corrupt countries that receive more aid. These authors also take a first look at the
reverse direction of causality and find weak evidence that aid causes corruption to increase.
Factors behind aid decisions are to be investigated for a clear picture.
When developed countries increase their aid flows due to developing country’s low
unearned income, foreign aid can either increase or decrease corruption depending upon
the donors decisions. But Knack (2001) found that foreign aid has actually increased
corruption in developing countries because more resources become available for the
concerned people to fight over. Basically foreign aid is the transfer of capital from
developed to developing countries on concessional terms. It includes all financial flows
from developed nations to developing countries, including official grants and loans, trade
financing and military assistance and assistance funded by non-governmental organizations
(NGOs). Donor countries and international organizations argue that their aid policies are
meant to be selective and favour reforming government. According to development
assistance committee (DAC) of the Organization of Economic Cooperation and
Development (OECD), foreign aid or the Official Development Assistance (ODA) consists
of official grants and highly concessional loans from bilateral or multilateral donors to
developing countries aiming to promote economic development and welfare (DAC,
1970).The foreign aid allocation is criteria based i.e. ODA should satisfy three criteria:
Aid is given by the official sector of the donor country
With the objective of promoting economic development and welfare in recipient
countries
Loans are given with grant element.
Problem statement and significance of study:
The effectiveness of foreign aid in hampering or stimulating a country’s economic growth
has been a debate of interest in the economic array. One cause which gives way to the
debate is the ubiquitous nature of foreign aid’s reception globally. Foreign aid is provided
by the donors with a purpose that it will improve public service delivery. Literature shows
that foreign aid has been a valuable tool to achieve development goals. However, specific
observations made in the case of Africa and South Asia affirms the ineffectiveness of
foreign aid. The outcomes of the multiple research carried out to find the efficacy of
foreign aid indicate that it is unlikely for foreign aid to always ensues a positive impact on
economic stability and growth of the recipient country. On the contrary, foreign aid is
found likely to instigate and foster corruption and often viewed as a significant source of
rising corruption, which itself is presaged as an impedance to economic growth.
The present study therefore, aims to be a supplement to the existing literature on the
subject. The study concentrates on examining the outcomes of foreign aid on economic
growth and corruption in sample region i.e. South Asia. The influence of corruption on
development will also be analysed to find whether it sands or grease the South Asian
economy.
This study is an analytical inquiry investigating the aid outcomes on economic growth in
the presence of corruption plaguing the South Asian as a major deterrent to economic
growth. The study has explored the impact of aid on corruption which is a smoldering issue
not only in South Asia but other developing countries as well. By focusing on aidcorruption-growth nexus and South Asia specifically, this study yield noteworthy
importance for the policy makers and donors.
47
Foreign Aid Effectiveness, Corruption and Economic Growth: A case study of selected South Asian countries
(Muzammal Afzal)
Research Questions:
Historical background of foreign aid and literature review raises many questions about:
What is the nature and magnitude of relationship of foreign aid and economic
growth in developing countries?
Does foreign aid corrupt countries?
What are the factors behind decision making of aid allocation?
To find the answers of these questions this study analyses the impact of foreign aid on
corruption in selected South Asian countries namely Pakistan, India, Sri Lanka and
Bangladesh. These countries are selected because this region is beset with high corruption
and aid dependency. If increasing transfers of foreign aid are not contributing towards
development and growth of these countries, then it must be affecting corruption. This study
gauges the impact of foreign aid on corruption in South Asian countries. Existing literature
focuses on the impact of foreign aid on development and governance reform in developing
countries, but scare are the studies which focused on corruption and South Asian countries
specifically as the subjects of the study, this lack of research will make this study
particularly important to donors for aid decisions. Following are the objectives of the
study:
To find out the impact of foreign aid on economic growth in South Asian Countries
To find out whether foreign aid increases or decreases corruption in South Asian
countries.
To find out the impact of corruption on economic growth in South Asian countries.
Definitions, Concepts and Statistics:
The Official Development Assistance (ODA) is sought to meet three criterions if it is to
qualify for dispensation to the recipient countries. These criterions include, (i) aid is
imparted by the executive sector of the patron country; (ii) aid should be given with the
objective of encouraging economic development and prosperity in the beneficiary country;
(iii) it is mandatory to give the loan with grant element, i.e., the unconditional subsidy
integrated in the loan an amount comparative to the loans’ face value of at least 25 percent
to be calculated as the quotient of the grant equivalent share of the loan to the nominal
value of a concessional loan and markdown rate of 10 percent. It excludes military support,
political development agendas, trade acclimation, and debt clemency for military advances.
Aid is the flow of capital and technical assistance to evolving nations directly from the
ruling regime of developed countries or from organizations such as the World Bank.
Foreign aid is outlined as the flow of resources or funds to the country with low per capita
income from a country having high income per capita. It can also be defined as business of
services/ provisions by a country of stable stature to a country of low or no stability.
Different types of Foreign Aid can be defined as;
Financial Aid
The austere form of capital influx is the provision of alterable foreign exchange. However,
a small amount of foreign capital so conveniently arrives to the under-developed world.
The claim that except for financial aid every other form of aid comes with obligations is
certainly untrue because almost all foreign public capital has some compulsions to it.
Financial aid is divided into different sub-forms i.e.
Tied Aid
Tied Aid is divided into two types which are, Nation Tied Aid and Project Tied.
•
Nation Tied: Nation tied aid is the conditional aid given to a country on the
condition that the recipient country is bound to utilize the donor agency as its exporting
48
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
agent or that the recipient country will spend the aid to assist the donor country in
stimulating its export and solve BOP problems.
•
Project Tied: The Project tied aid is specifically given for some developmental or
growth projects. The recipient country does not bear the flexibility to invest this aid into
other than the project it has been allocated for.
•
Double Tied: The combination of both, nation tied and project tied aid is called the
double tied aid.
Untied Aid
The untied aid is the aid which does not bound the recipient country to serve national
interest of the donor country or to allocate the foreign aid into specific projects suggested
by the donor. Untied Aid is assumed as the best kind of aid because it has the scope of
being utilized more efficiently by the recipient country.
Loans
A loan can be defined as the borrowing of foreign trade by a poor country from a rich
country in order to finance short term or long term projects.
Grants
The grant is a form of aid exempted from both the payment of the principal and interest.
The grant is interest or principle free gift from one government to another or from an
organization to a regime.
Commodity Aid
The commodity aid comes under the banner of tied-aid. The donor country supplies
products or provisions to recipient country in the form of aid.
Technical Aid
Technical Aid is the dispensation of technical services and training to the recipient country.
The technical aid is good for a country because it accelerate a country’s economic growth.
Foreign Direct Investment
Foreign Direct Investment (FDI) also falls in the category of foreign assistance or aid. In
South Asian countries like Pakistan and India, Lever Brothers, Reckitt and Colman, Bata,
and Philips etc are the examples of FDI. Foreign Direct Investment is considered as a much
cheaper investment in the recipient country because it comes without any principal or
interest payment from the recipient country.
Military Aid
Military sector of developing countries that face political, military instability due to
conflict of international powers, war, proxy wars receive huge amounts, which are tied to
policies of “Do More” militarily and strategically. However, such aid does not induce any
effect on the growth of economy in the recipient country. Therefore, it is considered that
the military aid if provided by a donor country often has certain political motives behind it.
An important fact, which is not to be ignored, is that military aid data is not issued for
public consumption, and this makes the politics of foreign aid complex and dubious.
Political Economy of Foreign Aid
Why Donors Give Aid?
Donor’s motives can be defined as the interests of the donor while granting the foreign aid
to a country. Donor countries provide aid primarily concurring to the policies concerning
their political, strategic, or economic interests. The motives of donors behind the allocation
of aid are defined below.
Moral Reasons
The aid governed primarily to address imminent humanitarian needs such as famine,
earthquakes or any other natural disaster, falls under the moral reasons for aid and known
49
Foreign Aid Effectiveness, Corruption and Economic Growth: A case study of selected South Asian countries
(Muzammal Afzal)
as the grant aid. Free of any conditionality, the grant aid is typically provided on the basis
of extending help to another nation on humanitarian grounds. However, under normal
circumstances i.e. other than the humanitarian conditions, no historical evidence exists to
support the grant aid to other nations without any political, economic, and military motives
of the donor.
Aid with Political Strings Attached
Developed countries often provide monetary packages to developing countries which are
tied with political conditions. For a capitalist economy like US, it is unlikely to provide aid
exempt of any political motivations. The aid flows in every region are a tool of promoting
donor’s interest in the region. The course of fund deployment is dependent on the donor’s
political analysis of changing international state of affairs rather than on the immediate
requisite of prospective recipients.
The aid released from the former Soviet Union follows the same pursuit of political and
strategic motivations behind granting the aid. However, the conventions of the socialist aid
was different from that of the capitalist model. These socialist aid conventions model
sporadically show its existent even after the demise of Soviet Union. For example, the
Persian Gulf War of 1991 witnessed aid flows aimed towards the friendly allied regimes
like Egypt and Turkey. Furthermore, in 1990s, the aid was heavily reliant on the donor’s
willingness to encourage free markets, transform its politico-economic system and open its
economy thus both bilateral and multilateral aid was subjected to donor’s political
principles (democratic or capitalist). Also, by the end of 1980’s the US deployed hefty
amounts of ODA towards Pakistan in order to contain the soviet regime prevalent in
Afghanistan. The aid deployed by the US was utilized to ensue insurgency in Afghanistan.
Economic Motivations and Self-interest
Economic motives and self-interest can be defined as the donor’s interest of benefiting
from the recipient economy and to expand its trade in the economy. Much of the donor’s
nations have a strong economic rationale behind implying aid to some region. For instance,
Japan deploy aid to countries with the intention of promoting extensive private investments
and acceleration of trade.
The increasing interest based donation to the developing countries hence qualifies for loans
in spite of the consummate grants [interest-based loans now make-up over 70% of all
foreign assistance, paralleled to less than 40% in the previous eras (1960s)]. During the
past few decades the aid has inclined towards tying the exports of donor countries to the
recipient countries as a result of providing the tying aid, this increasing phenomenon has
captivated many least-developed countries (LDCs) with apparent debt repayment
inconveniences.
Why Developing Countries Accept Aid?
It has been observed that until recently the recipient countries are also inclined towards the
reception of foreign aid regardless of its restrictions and ties. However, no or less attention
has been paid to the subject, majorly, the interest of donor has been the topic of debate in
research on foreign aid. There are three reasons which can be identified as the factors why
the recipient countries show eagerness towards the reception of foreign aid.
Economic Reasons
One of the major reason for the recipient countries to accept aid is clearly economic.
Developing countries have uncritically assumed foreign aid as a crucial growth
accelerating feature. From the recipient’s perspective the foreign aid increase the scarce
domestic provisions, it helps transform the economy physically and assist in the
achievement of economic self-sustainability to the developing economies. Therefore, it
50
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
becomes apparent that the economic rationale of the recipient country is a reflection of the
donor’s perception of economic development in poor countries. The recipient economies
therefore, do not negate the concept of foreign aid hence are more inclined towards
achieving the maximum of it with minimum or no strings attached to it.
However, terms of repayment and debts ensue conflicts between the recipient and donor
countries. The recipient countries prefer the unbound aid i.e. they do not consider longterm importance of the export tied aid.
Political Reasons
Some countries tend to perceive the aid as the tool to provide greater political leverage to
the existing regime while diminishing the opposition and maintaining the existent regime
in power for a long term, this phenomenon is prevalent in both, the donor and recipient
countries. However, once the recipient country binds itself to the aid, it signs off its power
of maintaining the countries sanctity to the donor country. The recipient countries become
obliged to the terms and conditions set by the donor countries therefore, they remain
unable to prevent the donor’s meddling in political or strategic affairs of the country.
Afghanistan, Iraq, Egypt, Pakistan etc are among the recipient of foreign aid for political
reasons.
Moral Motivation
The wealthy or financially sound elites consider it their obligation towards the poor to give
some part of their money to them. The moral motivation in financial aid thus can be
defined as the rich nations perceiving the help of developing nations as their moral and
conscientious responsibility or obligation. This financial help extended from the developed
nations towards the developing nations is imparted for the purpose of economic and social
betterment of the developed nations’ poor counter-parts. The developed nations with the
aim of creating financial independence for the developing economies grant the foreign aid.
Example of this phenomenon was at the 1992 Earth Summit (UNICED) held in Rio de
Janeiro where the developing nations expressed their need for the appraisal of foreign aid
in order to enable the developing nations to initiate environmentally defensible programs.
Also, the developed countries were accused of accelerating pollution, hence they morally
were in no position to tell the LCDs to relax their accelerating growth in order to save the
planet. Similarly, if the relationship between aid allocation and poverty is examined, even
stranger results might be awaiting us.
Evolution of the Foreign Aid: Background, Shifting Paradigms and Development
Twentieth century was a period of great scientific advancement along with the massive
destruction brought by two major world wars. The modern era development of foreign aid
includes the effect of political reformation and the progress of development thinking
(Akramov, 2006). Foreign aid originated in early 1940’s and increased after the World War
II. As a result of the Second World War, an effort to recuperate the paralysed economical
structure of Europe several initiatives were taken from which the concept of foreign aid
originates. These initiatives include the Marshal Plan, the rebirth of League of Nations as
the United Nations (UN), the establishment of International Bank for Development and
Reconstruction, the modern day World Bank and the International Monetary Fund. The
measures taken up as an effort to wrench the war-ravaged Europe towards stability became
the origins of foreign aid which with passing times became and effective tool pronounce
the US Foreign Policy globally. The inclusion of aid in US foreign policy resulted in
51
Foreign Aid Effectiveness, Corruption and Economic Growth: A case study of selected South Asian countries
(Muzammal Afzal)
Foreign Aid gaining prominence as the resource to help the developing countries in their
development from their rich world associates.
However, this effort was entertained as US’s attempt at ceasing the developing countries
from falling prey to Communism. (Kanbur, 2006) The Cold War era was mainly driven by
introduction of a number of policies to contain the Communist regime. Marshall Plan, UN
System including the IMF and World Bank had a dual agenda after supporting the poor
countries financially. US initiated the financial aid to contain the wide-spreading
Communist regime by supporting the poor or developing countries financially. Economists
detect the apparent analytical disconnection between the means and objectives of foreign
aid, such as Bauer (1971) and Friedman (1958) found the means of economic foreign aid
inapt to the objectives of foreign aid. The debate on the foreign aid’s capability of initiating
dependency and replacing the maturation of institutional development emerged. Frank
(1996) claimed that the foreign aid is a resource limited to the reach of elites (only) in
recipient countries.
In addition to it, the 1970’s is regarded as the era when evolution of foreign aid witnessed a
period of exemption from the political influence with profound focus on the development
of human kind by introducing many productive initiatives which include the Demographic
and Health Surveys, International Development and Food Assistance Act and USAID’s
expanding focus on sharing the technical expertise along with foreign aid. However, the
balance-of-payment problems and mounting external debts altered the focus of foreign aid
from basic human needs to the realm of macro-economic reforms and market
liberalization.
The evolution of foreign aid has undergone many nucleus shifts, such as in 1950’s it was
used to restrict the Communist regime, in 1960s and 1970s it focused mainly on
development of productive sector and programmes while having the agenda of confining
the Soviet influence. In 1980s the focus of foreign aid again rolled back to the state and its
agencies whereas, in 1990s the economists have found the foreign aid’s focus shifting back
again to the state to support political and economic transition in European states and the
developing countries. The reallocation of foreign aid brought extensive prominence and
powers to the International Monetary Fund (IMF) and the World Bank. The shifted focus
of international aid was further exacerbated by the emergence of non-governmental
channel (NGOs) which became source of dispensing the aid into their respective regions.
Since the 1980s USAID and DFID exempted themselves from the independent allocation
of international aid resources and started drifting towards the NGOs for implementation of
aid. The growing trend of NGOs and their firm grip over the international aid can be
gauged through the statistics which indicates that currently the USAID is associated in a
work relationship with more than 3500 resources and 300 private charitable organizations.
The foreign aid industry underwent three important changes in the next decade that is the
1990 where eastern European and former Soviet amalgamation emerged as the aid
recipient nations, poverty solely grasped the attention of aid donors and the deteriorating
socio-economic situation of former Soviet Union and eastern European states (Milanovic
1998). The quality governance of recipient countries gained consideration of donors as a
necessary consequence of the aid and the focus again treated the elimination of poverty as
the prior agenda of foreign aid which included introduction of various new schemes such
as the New Poverty Agenda refusing to allocate aid to the countries where no significant
changes occurred in terms of governance as an expected outcome of the foreign aid hence,
rejecting the former agenda of initiating ‘friendly regime’ through allocating the
international aid to developing countries. Thus the introductory four decades of foreign aid
52
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
agency endured significant shifts and underwent huge changes. The flickering nature of
foreign aid welcomed the 21st century with its usual macro-economic policy reformation at
nucleus with human needs revolving around it.
The twenty first century begun with the Millennium Assembly taking place at United
States in September 2000. The Millennium Assembly was the unification of major world
leaders to determine the targets of the century to be achieved, mainly 18 targets and 8 goals
were 53nalysed53 known as the Millennium Development Goals (MDGs) as an effort of
the conference for the betterment of humankind which entails the eradication of poverty,
women empowerment, achieving necessary primary education globally, reducing child
mortality rate, combating diseases such as the HIV/Aids, Malaria and Polio, ensuring
sustainability and participation the development of the poor countries. However, after the
attacks on September 11, 2001, ensuring global security became an important goal. To
achieve this particular goal the world leaders joined hands with South Asian and African
countries to fight the war on terror. . As a result an enlightened donor emerged in the
foreign aid agency aware of the importance of eradication of poverty and disease in the
global fight against terror. A third significant change which shaped the present role of
foreign aid agency emerged in 2002 when in International Conference on Financing for
Development it was ascertained that the poor countries cannot sustain large capital
investments because they lack the basic infrastructure, therefore the finances for economic
development shall also be dispensed to the poor countries. Realizing the urgency and
importance of the issue all the donor countries including the United States readily agreed
upon the inclusion of aid for economic development in the existing foreign aid structure.
The evolution of foreign aid underwent four apparent stages of economic and thinking
progression. In the introductory decade of foreign aid largely focused the economic
development of poor countries driven solely by the economic development theories of big
push, take-off, stages of economic growth and economic dualism. These theories were
developed by Rosenstein-Rodan (1943), Rostow (1956), Lewis (1954) the central
argument in these theories emphasized the lack of capital and domestic savings as the main
hindrance to economic development in the poor countries. As per Ruttan (1996), maximum
number of developing countries lack both physical and human capital to draw private
investment which leaves no other alternative for the developing countries except for the
foreign aid as a source of capital.
The development of these theories and models was expanded further by Chenery and
Strout (1966), McKinnon (1961) and others. According to them, the growth in developing
countries underwent three stages of development known as the skill limited, savingslimited, trade-limited. According to the theorists the any two of these binding constraints
can limit the growth to overcome which, foreign aid is the only solution ahead. This model
portrays the foreign aid as a tool for the developing countries to invest more than their
domestic savings allow them while justifying the need of technical assistance to
developing countries as well. The further modification and advancement in the studies led
to the emergence of the model of ‘dual gap’ on which the World Bank and donor agencies
relied to determine the nature of donation for the recipient countries.
The modification of theories and the advancement of thinking in 1970s lead to the
reaffirmation of existence of several dimensions in the economic development objective
working hand in hand with the poverty alleviation, employment and income distribution.
Under the influence of these observations an explanation of the transformation in the field
of agriculture and the role of informal sector came in to existence which highlighted the
inter-dependence between economic and demographic developments and the determinants
53
Foreign Aid Effectiveness, Corruption and Economic Growth: A case study of selected South Asian countries
(Muzammal Afzal)
of the rural migration. After these speculations were made the focus of foreign aid shifted
from that of achieving economic development and stability to achieving agricultural and
urban advancement. The World Bank and USAID sought to invest in agricultural projects,
education and health and involved in direct transfer of technical assistance to benefit the
poor recipient countries.
The third stage of foreign aid evolution encountered sudden rise of debts which started
from the Mexican Financial Crisis of 1982, the financial crisis give way to many factors
such as the debt crisis and increasing budget deficits, Asian financial crisis, collapse of
income and transition in transformation which became the driving force behind the
transitioning objectives of foreign aid. The objectives of foreign aid now focused the
achievement of macro-economic equilibrium both internal and external. With regressive
research and the outcomes of debt crisis it was concluded that there should be only one
core ‘market’ driving the foreign aid agency. Therefore the international development
policy became the promotion of market oriented economic system. The main functions of
the foreign aid now were assistance of developing countries in clearing off their debts, and
implementation of appropriate macroeconomics and structural adjustment policies through
conditional program lending. At end of the Cold War, in 1989, most aid has been targeted
to promote economic growth in the developing and underdeveloped countries. During the
1990s, it was given with the aim to promote economic growth, encourage the development
of democratic institutions, and provide for humanitarian needs. After the 9/11 attack, the
United States began giving huge amounts of bilateral aid to countries cooperating with its
fight on terrorism. Billions of US dollars have gone to newly allied countries such as
Pakistan, Afghanistan and Iraq. For instance, since September 2001 Pakistan has received
about USD 8 billion for cooperating in a fight against terrorism and about USD 3 billion
for economic and development assistance (CAP, 2009).
The increasing research into the role of institutions in economic development and their
impact on the aid allocated to the recipient countries marked the fourth stage of foreign aid
evolution. The role of institutions and governments was taken into consideration with
regards to the economic development policies and endogeneity. This stage of foreign aid
evolution is marred by endogenous growth theory which identifies human capital bequest
as the determining factor of the economic growth which might be achievable through the
industrialization. As the result of advancement of thinking and development models,
theories and policies the donors became aware of the need of an overall macro-economic
policy, the donors came to realize the connection between the achievements of those
policies is directly linked to the institutions and governments and thus they started
allocating performance and result based foreign aid. Thus the current model of the foreign
aid evolution is a result of the political changes, a rigorous series of changes occurring
during the previous five decades and the current state of development thinking.
Following table provides a helpful overview of the main developments in the history of
modern foreign aid:
Decade Dominant or rising
institutions
1940s
Marshal Plan and UN
system (including World
Bank)
1950s
USA, with Soviet Union
gaining importance from
Donor
ideology
Planning
Donor focus
Types of aid
Reconstruction
Anticommunist,
Community
Development
Marshall
Plan
was
largely
programme aid
Food aid and
Projects
54
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
mid 1950s
1960s
Establishment
of
bilateral
programmes
and regional
development
banks
(including ADB, AfDB
and IDB)
1970s
Expansion
of
multilateral
donors
(especially World Bank,
IMF and Arab-funded
agencies)
1980s
“Washington
Consensus” and rise of
NGOs from mid-1980s
1990s
2000s
But with role
for the state
As for the
1950s,
with
support
for
state
in
productive
sectors
Continued
support
for
state activities
in productive
sectors
and
meeting basic
needs
Market-based
adjustment
(rolling back
the state)
Move back to
the
state
toward end of
the decade
Movement
Productive
sectors
(e.g
support to the
green
evolution)
and
infrastructure
Poverty, taken
as agriculture
and basic needs
(such as health
and education)
Bilateral donors
gave TA and
budget support;
multilateral
donors
gave
project aid
Fall in food aid
and
start
of
import support
Macroeconomic Financial
and
reform
and structural
liberalization
adjustment
aid
and debt relief
Eastern Europe and FSU
Support
to Move
toward
become recipients rather
political
and sector support at
than donors; emergence
economic
the end of the
of
corresponding
transition,
decade
institutions (EBRD)
poverty
and
governance
Bilateral aid agencies Move toward MDGs, global Continued sector
expanded aid flows performance
health
support
with
(especially
USA, based
aid (HIV/AIDs),
special focus on
establishment of MCC) allocation
security
and social sector
and surge in private aid
governance
(remittances)
Source: Akramov (2006), p.16,
Defining Corruption and Basic Concepts
Klitgaard (1998) has given an extremely straightforward meaning of this multidimensional
subject as: C=M+D-A-S where C=Corruption, M= Monopoly, D= Discretion, A=
Accountability and S= Public area salaries. Put in an unexpected way, the level of
debasement relies on upon the measure of imposing business model force and unlimited
matchless quality that official’s activity and the degree to which they are considered in
charge of their activities. The UN’s Dictionary of Social Science clarify as “ Corruption out
in the open life is the utilization of open force for private benefit, elevation of distinction or
for the advantage of gathering or class, in a way that constitutes a rupture of law of norms
of high good conduct”(1978:43). By International (TI-2009), debasement is the abuse of
endowed political force for individual addition.
Corruption in selected South Asian countries
It is also very important to analyse the corruption rankings of the South Asian countries.
Following table
55
Foreign Aid Effectiveness, Corruption and Economic Growth: A case study of selected South Asian countries
(Muzammal Afzal)
Country
Bangladesh
India
Corruption ranking
2003
2008
2013
5.00
3.50
3.50
3.50
2.50
4.50
Pakistan
4.50
4.00
3.50
Sri Lanka
3.00
3.50
3.00
Source: PRS Group ICRG.
Foreign Aid Statistics and Patterns
The foundation of foreign aid encompass of Development Assistance Committee (DAC)
countries also known as the donor countries, third world countries known as the recipient
countries, World Bank, International Monetary Fund (IMF) and several private institutions.
A general perception regarding the dispensation of the aid is that it will promote financial
independence and domestic savings in the developing countries which will lead to a world
based on equality and healthy competition however, the research regarding this specific are
seems to contradict the widely celebrated view of foreign aid.
The ODA trends globally and in the Asiatic region have been victim of tremendous tumult.
Development aid rose by 6.1 % in real terms in 2013 to reach the highest level of aid
allocation, despite continued pressure on budgets on OECD countries since the global
economic crisis. Donors provided a total of USD 134. 8 billion in net official development
assistance (ODA), making a rebound after two years of falling volumes, as the number of
countries stepped up their aid allocation. The largest donors by volume were United States,
the United Kingdom Germany, Japan and France.
Developing countries receive more amount of foreign aid because of the poor growth
performance but it is identified that this aid has contributed less in their development
process. South Asian countries prove to be appropriate examples in this regard for they are
receiving high aid flows. In South Asia total ODA flows in 2009 are 144.73 USD million
(OECD, World Bank, 2009) although the annual growth rates of most of the South Asian
countries are decreasing (ADB, 2010). If this aid is not causative to development process,
then it might be weakening the governance of recipient countries by increasing the returns
to corruption and by increasing the rent seeking activities (Djankov et al. 2008).
A cursory look at the aid statistics of past years assists in drawing sound conclusions
regarding the efficacy of foreign aid therefore, data relevant to the scenario of this research
both wide and narrow in scope has been provided in detail.
Top Ten Recipients of Gross ODA (USD million)
Table 1.1 highlights the top ten recipient countries of gross ODA;
Top Ten Recipients of Gross ODA (USD million )
Country
Amount of ODA
1
Myanmar
4171
2
Afghanistan
4164
3
India
3029
4
Vietnam
2902
5
Indonesia
2061
6
Kenya
1952
56
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
7
8
9
Ethiopia
Pakistan
Tanzania
Syrian
Republic
10
Share of Gross
ODA
Top 5 recipients
Top 10 recipients
Top 20 recipients
Arab
1950
1896
1799
1688
% share
15%
23%
36%
Top Ten Donors of ODA:
The biggest DAC benefactor nations by volume were the United States, the United
Kingdom, Germany, France and Japan. Denmark, Luxembourg, Norway, Sweden and the
United Kingdom kept on surpassing the United Nations’ ODA focus of 0.7% of GNI.G7
nations gave 71% of aggregate net DAC ODA in 2014, and the DAC-EU nations 55%. Net
ODA distributions by EU Institutions were USD 16.5 billion.
Net ODA in South Asia
Foreign Aid Inflow in South Asia
Table 1.2: Top Ten Donors of Aid to South Asia, amount in million USD
3-year
% of DAC
No. Country
2011
2012 2013 average
countries
1
United States
8582
7134 7079 7598
31.00%
2
Japan
2432
3125 5103 3553
14%
3
Germany
2962
2810 3194 2989
12%
United
4
2147
2176 3049 2457
10%
Kingdom
5
Australia
1664
2094 1720 1826
7%
6
France
1039
1017 1552 1203
5%
7
Canada
948
696
1059 900
4%
8
Korea
625
680
772
692
3%
9
Norway
661
641
753
685
3%
10
Sweden
532
529
634
565
2%
Other
DAC
countries
2210
2020 2160 2130
9%
2291 2707
Total DAC countries
23802
9
3
24598
100%
The table mentioned above demonstrates the ODA statistics for years 2011-2013. The
tables elaborate the countries which donated ODA to Asia by percentage and the net
disbursements which headed towards the Asiatic region. United States of America tops the
list of top ten donors by amount whereas Korea tops the list of top ten donors by share. The
amount of disbursements however, seems to be falling down by the accession of each year
for example; in the year 2011, amount of net disbursement by USA was 8,582 million USD
whereas in the year 2013 it was 7,079 million USD. The net disbursement which Asia got
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from USA as an average of these 3 years is 7,598 million USD. By amount the minimum
ODA has been delivered by Sweden whereas, Finland has occupied the minimum number
of ODA shares in Asia throughout these 3 years.
Table 1.3: Major ODA Recipients in Asia, amount in million USD
3-year
% of all
No. Country
2011
2012 2013 average
recipients
1
Afghanistan
6885
6726
5266
6292
16.00%
2
Vietnam
3596
4116
4085
3932
10%
3
Pakistan
3508
2019
2174
2567
7%
4
India
3228
West Bank and
Gaza Strip
2442
1668
2436
2444
6%
2011
2610
2355
6%
2152
2669
2104
5%
7
Bangladesh
1490
Syrian
Arab
Republic
335
1672
3627
1878
5%
8
Myanmar
374
504
3935
1604
4%
9
Iraq
1908
1301
1541
1583
4%
10
Jordan
979
3%
13204
1408
1458
0
4433
0
1268
Other recipients
1417
1020
5
3379
1
12663
33%
38690
100%
5
6
Total ODA recipients
37948
Table 1.3 records the major ODA recipient countries and their statistics from the year 2011
up till 2013, whereas for a comparative analysis the previous records from year 1970 up till
2013 are also present.
Afghanistan has been ranked the highest ODA recipient in Asia receiving an ODA of 6885
million USD in 2011, 6726 million USD in 2012, and 5266 million USD in 2013. While
Vietnam secures the second position as the ODA recipient country in Asia with receiving
3596 USD in the year 2011 and gradually upgrading up to 4116 and 4085 USD in the year
2012 and 2013 respectively. Pakistan is the third major recipient of the Asiatic region with
an average ODA of 2567 million USD throughout these three years. Iraq and Jordan lies at
the bottom of the ODA recipient list attaining an average of 1583 million USD and 1268
million USD from 2011 to 2013.
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
2. LITERATURE REVIEW
The role of foreign aid in the growth process of developing countries has been a topic of intense
debate. Previous empirical studies on foreign aid and economic growth generated mixed results.
For example Ekanayake and Chatrna (2008), Kwabena & Elizabeth (2008), Kyriakos and
Varvarigos (2005) found mixed results while Fayissa and El-Kaissy (1999), Dowling and
Hiemenz (1982), Burnside and Dollar (2000) and Levy (1998) found positive results. Vasquez
(1998), Islam (2002), Duc (2006), Adam and O’Connell (1999), Calderon, Chong and Gradstein
(2006), Chervin and Wijnbergen (2009), Angeles and Kyriakos (2006) and Dalgaard and Hansen
(2004) found foreign aid to be negatively related to growth. Some literature has also suggested a
positive impact of aid on growth but with the condition of sound economic management and
policies.
A study carried out by Chervin and Wijnbergen (2009) to find out the impact of volatility of aid
flows on economic growth. The researchers conducted a four year panel analysis of 55 countries
for the time period 1966-2001. The researchers used different indicators in the growth model to
find out the effectiveness of aid and aid volatility, the indicators aid/GDP, aid volatility, stable
macroeconomic indicators, and physical and human capital. When the data was processed it was
found that foreign aid is positively related to growth only when aid volatility is curbed down
while aid volatility has a negative effect on growth. Authors argued that problems such as the
Dutch disease problem or by falling short-off to finance basic infrastructure projects are
encountered as a negative impact of the aid volatility. Some other impacts of aid and aid volatility
which came out as a result of the study includes the negative impact of aid and aid volatility of on
investment and the positive impact on consumption.
Ekanayake and Chatrna (2008) conducted a study to analyse the effects of foreign aid on the
economic growth of developing countries by using annual data on a group of 85 developing
countries covering Asia, Africa, and Latin America and the Caribbean for the period 1980-2007.
They tested the hypothesis using panel data series for foreign aid and found that for different time
periods, foreign aid has a negative impact on growth while for different income levels; also has a
positive effect on economic growth in developing countries.
Kwabena & Elizabeth (2008) investigated the idea of how foreign aid impacts the human capital
formation in least developed countries with a focus on foreign aid’s impact on health and
education. Researchers used the panel data of large number of developing countries and used
dynamic panel data estimation to gauge the relationship. Using fixed effect and random effect
models researchers found that foreign aid has a significantly positive relation with primary school
enrolment and foreign aid to health sector decreases the child mortality rate in least developed
countries. But in case of impact of foreign aid on primary education and health sectors separately,
researchers found no empirical result of fungibility of aid to primary education and health sector.
Calderon, Chong and Gradstein (2006) examines the effect of foreign aid on income distribution
and poverty in aid recipient countries. In the study they analyse data in the light of cross-section
and dynamic approach. The findings of study suggests that effectiveness of foreign aid is
insignificant in terms of reducing or accelerating income inequality and poverty however, the
study supports the idea that good institutions are necessary for the reach of foreign aid to poor.
Vasquez (1998) conducted a study using a sample of 73 countries from 1971 to 1995; he studied
the effect of bilateral aid and multilateral aid and found that neither aid per capita nor aid as a
ratio of GDP is positively related to economic growth. Rather, he found that aid as a percentage
of GDP is negatively related to economic growth.
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Keeping in view the relevant studies, question of what effect does foreign aid have on corruption
in recipient countries arises. Understanding the effect of aid on corruption is crucial to explaining
why aid has failed to promote social conditions and economic growth in the developing countries.
Previous empirical studies have investigated the relationship between corruption and official
development assistance (ODA) (Knack 2001, 2005; Knack and Rahman 2007). Some scholars
have argued that there is a positive relationship between ODA dependence and corruption and
have reported empirical evidence to support their respective claim. Tavares (2003), Tanzi and
Davoodi (1998), Shang Jin Wei (1997a), Shang Jin Wei (1997b) Lane and Tornell (1996), Alesina
and Foster (1999), Jacob Svenson (2000), Tanzi and Davoodi (1997) attempted to investigate the
relation of foreign aid and corruption and found significant and positive results. On the contrary
very few studies suggest that there is a negative relationship between foreign aid and corruption.
Okada, Keisuke and Samreth, Sovannroeun (2011) in their research suggested that foreign aid
with condition reduces corruption in recipient countries.
Okada, Keisuke and Samreth, Sovannroeun (2011) investigates the effect of foreign aid on
corruption using quantile regression method. The estimation results shows that foreign aid is
likely to reduce corruption and in particular its reduction effect is significant in countries having
low levels of corruption. Considering the case of foreign aid by donors, the analysis indicates that
while the reduction rate of multilateral aid on corruption is larger than bilateral aid from the
world’s leading donors, such as France, the United Kingdom, and the United States, which shows
no significant effect on corruption. However, bilateral aid from Japan is shown to be statistically
significant in lessening corruption.
Some scholars have found empirical support for the notion which follows as, the more ODA a
state receives relative to its GDP, the worse off their democratic and bureaucratic performance
and corruption levels become (Knack 2001, 2004; Knack and Rahman 2007). For example,
Knack and Rahman (2007) estimated the effects of several determinants of bureaucratic quality
using the ICRG data and find that quality of bureaucratic services were negatively impacted as
the proportion of a state’s ODA raised relative to GNP (Knack and Rahman, 2007).
The ways in which ODA could potentially exacerbate corruption and harm recipient governance
has been well documented by Knack (2001, 2005). Knack presented the argument that when aid
dependence increases, recipient states are expected to become less accountable for their own
actions, and increases incentives for domestic corruption by increasing conflict over aid funds
and essentially compensates for economic policies and weak government institutions by offering
a ‘crutch’ (Knack 2001, & 2005).
Jacob Svenson (2000) attempted to find out the relation between foreign aid and corruption by
using game-theoretic-rent seeking model to assess the effect of foreign aid on rent seeking. The
study was based on data derived from 66 aid recipient countries. Estimation results concluded
that instead of acting as a reform in the system, foreign aid actually increases the rent-seeking
hence creating a deficit in public provisions.
Alesina and Foster (1999) conducted a statistical study in order to find out whether foreign aid
reduces or pique corruption. Corruption indications were derived from ICRG, 1997 World
Development Report, Standard and Poor, Business International, World Competitiveness
Yearbook, and Transparency International. The study’s estimation results suggests that more
corrupt government receives hefty amount of foreign aid instead of less. Estimation results also
indicated that more foreign aid mean more corruption in recipient country.
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
Lane and Tornell (1996) in their study based on finding out the aid effectiveness on corruption
deduces that foreign aid exacerbates the corruption in government. With the use of quantitative
method the study suggests that foreign aid accelerates competition over foreign aid resources
among the political faction hence induce corrupt 61nalysed among government.
Corruption has an adverse impact on growth. Some of these growth effects have been statistically
confirmed from cross country data. Empirical work on consequences of corruption includes
Mauro (1995), Knack and Keefer (1995) and Lambsdorff (1999) Baretto (2001) and Aidt (2009).
All of the research has shown a negative impact of corruption on growth. Rehmani and Yousafi
(2008) examined the impact of corruption on inflation and found positive relation.
Rehmani and Yousafi (2008) in their study “Corruption, Monetary Policy and Inflation: A cross
country examination” gauged the impact of corruption on inflation incorporating growth rate of
money supply. Researchers used cross sectional data of corruption, inflation and other control
variables for 97 countries. Researchers using OLS technique, concluded that corruption has a
significant and positive relation with inflation. Even after incorporating growth rate of money
supply in the regression, estimation yielded the same results.
Baretto (2001) and Aidt (2009) focused on the role of corruption in economies where it is
systematic i.e. linked with political institutions. The data set proposed by Mauro (1995) was used
by the researchers which consisted of 58 developed and developing countries. Barreto (2001)
examined the efficiency magnifying impact of corruption on economic growth. Aidt (2009) found
that in economies where corruption is systematically linked with political institutions the
corruption has positive effect on growth but at a decreasing rate (with better political institutions).
Study also checked the impact of corruption on sustainable development.
On the basis of corruption ranking data by Business International correspondents in 70 countries,
Mauro (1995), found a significant negative association between the corruption index and the
investment rate or the rate of growth. He found that a one standard deviation improvement in the
corruption index was associated with 3 percent increase in the investment to GDP ratio.
Lambsdorff (1999) conducted a cross country study to examine the impact of corruption on
investment, GDP, institutional quality, government expenditure, poverty, international flows of
capital, goods and aid and concluded that corruption adversely affect these variables. He argued
that corruption reduced capital accumulation and lowers capital inflows by reducing a country’s
attractiveness to international and domestic investors which. He also provide strong evidence that
corruption has distorted government expenditure and reduced the quality of a wide variety of
government services, such as public investment, health care, tax revenue and environmental
control thereby inferring large welfare losses from corruption.
Using time series Brunetti and Weder (1998) investigate the impact of openness and democracy
on the level of corruption in selected countries over intervals of time. The level of democracy, as
reported by the authors show reductions in the level of corruption in South Korea, Paraguay and
Bolivia, as measured by the PRS corruption index. Whether these results can be reproduced for
Eastern European countries is doubtful. However, on conducting a cross-sectional analysis of the
same study, the authors argue that all these indicators represent a form of “exit”, that is, the
possibility for the citizens to “substitute” their country with a developing one. This variable
contrasts to the chance of fighting corruption by control and participation (voice). It is suggested
that this variable be measured by the extent of political rights, democracy and various measures
of control over politics and bureaucracy. Also these variables are reported to carry a significant
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impact on the level of corruption. Although some final conclusions are still pending it remains
noteworthy that both exit and voice contribute to containing the level of corruption.
As complex relationship of foreign aid, corruption and economic growth is reviewed in the earlier
sections, it is clear that these three have an impact on each other. Literature suggests that foreign
aid which is given with a purpose of providing efficient public service delivery in recipient
country. After such detailed review one obvious question rises in the mind of researcher such as
what difference it has made? Has it fulfilled the purpose it was given? Some studies also question
the fact that why more corrupt countries are given more aid. Following section entails the
literature where complex relation of foreign aid, corruption and economic growth in reciepient
countries is addressed. Varinath (2009), Alessia and Fabrizio (2009), Alesina and Weder (1999),
George and Kalyvitis (2004), Tavares (2002), Alesina and Dollar (2002), Gupta, Davoodi and
Alonso-Terme (1998) explored the question of effectiveness of foreign aid and its impact on
corruption and economic growth in recipient countries.
Another study conducted by Vanarith (2009) examined the effect of foreign aid on economic
growth and corruption in developing countries. Using panel data from 67 countries from 19862005, in two fixed effect models, he found that, after controlling several other factors, aid has no
positive effect on economic growth. However, aid is positively related to corruption. He
suggested that aid should not be used in expectation of increasing economic growth of recipient
countries rather should be used in improving the quality of governance.
However there is less evidence that foreign aid is granted to countries with good policies or with
conditions of low corruption. Alessia and Fabrizio (2009) conducted a study to find the
determinants of the relationship between aid and corruption by proposing a static principal-agent
model. They covered a sample of 168 recipients and 14 donors for the period 1985- 2006. They
grouped donors into three categories on the basis of their allocation decisions. The first group
allocated less aid to more corrupt recipients; the second category of donors did not seem to be
influenced by the level of corruption in allocating foreign aid and for the remaining group, the
aid-corruption relationship is positive. Thus there is no such evidence that more corrupt countries
will necessarily receive less foreign aid. Alesina and Weder (1999) also confirmed their results by
finding that more corrupt governments receive more aid.
Kwabena (2002) conducts a study to examine the impact of foreign aid on economic growth and
economic distribution. Researcher used data from the African countries and a dynamic panel
estimator to gauge the impact of foreign aid on economic growth and income inequality the
dynamic panel estimator allows to obtain consistent estimates of the growth equation in the
presence of dynamics and endogenous regressors. The paper indicates that poor are the worst
victims of corruption. The results deduce that corruption decreases economic growth and serves
as a catalyst to income inequality in the region.
Chang (2002) adopts a nonlinear instrumental variable method to deal with cross-sectional
dependence and proves that Dickey Fuller/ ADF statistics are independent when instruments are
consisted of lagged dependent variables. From this the researcher argued that the proposed test is
valid for both the time series dimension and the cross-section dimension are large. However, in
another study of Pesaran et al (2003), proved that the test proposed by Chang (2002) is valid only
of cross sections are fixed and time in infinity. Pesaran et al using Monte Carlo experiment
proved that Chnag’s test roughly over-sized for decent degrees of cross section dependence.
Literature available on the subject of foreign aid, corruption and economic growth. This section
integrates both in favour and disfavour of the foreign aid, its impact on economic growth and
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
foreign aid’s impact on corruption. The literature review indicates how foreign aid generates a
favourable environment for itself in the developing countries which ultimately leads to
corruption. Section also highlights how some researchers against others have nullified the impact
of foreign growth (if any) on corruption and economic growth of a developing country. However,
a comparative analysis reveals that foreign aid does have a massive impact on a country’s
corruption and economic growth, different variables, indicators and circumstances are likely to
intensify or de-intensify its impact. The similar notion is attached with foreign aid’s negative and
positive impact on a country’s economy.
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3. THEORETICAL BACKGROUND
South Asia has attracted global attention for rapid economic growth because the subcontinent
suffers from many growth-retarding issues-such as corruption, conflict, high fiscal deficits and
political instability. According to Transparency international Bangladesh is considered to be the
most corrupt country in the world, yet its GDP continues to grow at 5 percent a year, with percapita income rising at 3 percent a year. India, which accounts for nearly 80% of the regional
GDP, and is the largest country in the region viewed as an emerging economic powerhouse.
Remaining South Asian countries are also in a state of transition from low income to middle
income. Macroeconomic stability, more open economy, financial deepening and many other
variables have contributed positively to economic growth. Along with other variables, foreign aid
is also an important determinant of growth in this region. Foreign aid is a source of unearned
state income which is needed when a country becomes unable to raise its earned income through
taxes (Moore, 2010). This aid dependence has very serious consequences on the governance and
economic growth of recipient countries. Recently South Asia is receiving foreign aid to promote
its human development and welfare. But foreign aid is found to have an inconclusive effect on
growth (Boone, 1996).There are two opposite views regarding foreign aid effectiveness.
Advocates of foreign aid argued that aid had a positive effect on economic growth as it would
help to build human and physical capital while opponents of foreign aid concedes that it affects
growth negatively as foreign aid increases corruption in developing countries.
Researchers in existing literature argued that aid does not always have a positive impact on
growth and in some cases; it actually has worsen the growth (Friedman and Bauer 1976). They
have pointed towards the dependency effect of aid which does not allow the poor people to
overcome the vicious circle of poverty and contribute to growth. For example, Boone (1996)
found that despite increases in the amount of foreign aid in African countries, they experienced
zero per capita economic growth in the 1970s and 80s.
Economists suggest direct and indirect mechanism through which foreign aid transfers could
increase corruption in recipient countries. Aid can and does directly strengthen existing
corruption patterns in situations where high levels of corruption are already rampant. There is no
evidence that donors pay attention to institutional quality or corruption considerations in their aid
allocation decisions. Research has found no systematic evidence that aid goes disproportionately
to less corrupt governments. In fact, one study provides evidence that patterns of aid allocation
by donors are more strongly dictated by the political and strategic interests of the donors than by
concerns over low corruption in the recipient nations (Alesina and Dollar, 2002). Knack found
that high levels of foreign aid are not only causing corruption in recipient countries but it also
increases corruption as there are more resources for the concerned people to fight over (Knack,
2001; Brautigam and Knack, 2004). Following the aforementioned study pattern, Croix (2010)
also found that aid given to developing countries with low productivity and poor institutions is
“associated with higher levels of both corruption and optimal aid, leading to a positive correlation
between aid and corruption” (Croix & Delevallade, 2010).
Foreign aid indirectly increases corruption by inducing an increase in the size of the government
sector, which results in increasing opportunities for corruption. Aid transfers in a corrupt setting
ultimately end up fundingwasteful government spending that is falsely 64nalysed as
“development expenditures.” Boone showed that while aid does increase government
consumption, this does not typically benefit the poor because money is wasted on expenditures
that provide full opportunities for corruption and rent seeking, but do not typically generate any
meaningful resource to boost growth. Foreign aid also increases corruption indirectly by allowing
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
the recipient government to reallocate resources. Donors often provide funding for projects that
address specific needs in the country for which the recipient government has already assigned
resources from its own budget. The influx of foreign funding makes it possible for the recipient
government to reduce its own allocation of resources in the sector that receives the aid, and to
reallocate those resources elsewhere. Therefore, it becomes easier for the officials to reallocate
and hide some of the surplus funding into wasteful expenditures.
As foreign aid increases corruption, Mauro found corruption as an obstruction to economic
growth; it misallocates productive resources, decreases investment, physical and human capital,
and reduces economic efficiency (Mauro, 1995). Therefore, the relationship between corruption
and economic growth can partly explain why billions of dollars of aid have not produced the
expected effects. Corruption is found to have relationships with important determinant of
economic growth. It hinders economic growth indirectly by decreasing investment as it increases
the risks associated with making investments (Mauro, 1995). Mauro further argue that corruption
acts as a tax on the returns to private investment hence reducing the quantity of investment and
redirects scarce investment capital to less productive uses, thereby damaging the quality of
investment. Corruption also affects negatively on growth by weakening political stability and
lowering human capital accumulation. Mauro (1998) indicated that the effects of corruption on
human capital, measured by ratio of public education spending to GDP and ratio of public health
spending to GDP, is negative. He claimed that public officials do not want to spend more on
education and health because those spending programs offer less opportunity for rent seeking.
Corruption also lowers government’s revenue by reducing tax collection and increasing the size
of underground economy thereby reducing the efficiency and growth of the economy. It also
contributes to poverty by diverting public expenditures from health and education to expenditures
on capital. It also increases the dependency on foreign aid as it affects the GDP growth of the
country negatively by increasing inequality, poverty and reduces human capital formation
(Tavares, 1999). In short, foreign aid affects economic growth negatively in most of the aid
recipient countries because of the prevalence of corruption which severe the negative impact on
economic growth.
It has been widely debated that the existence of rent seeking and corruption divert much of the
economy’s resources to unproductive activity, also in and attempt to gain protection form rent
seekers and corrupt government officials the external resources imported remain futile. As a
result no significant outcome is achieved. An imperative conclusion of these studies focusing on
the impact of foreign aid on an economy’s growth concede the technological advancement as the
main driver of an economy’s growth. These drivers are mechanized by highly skilled and talented
people. Now when the technological mechanism is handed over to rent-seekers akin to
incompetent producers because of the unjust reward structure of the economy, the results
manifest itself in the form of less or no innovation, technological stunt hence poor or no
economic growth. Thus, ensuring a negative impact of rent-seeking and corruption on the
economic growth of a country endorse by the studies. Thereby, with little empirical or theoretical
emphasis the role of institutions on economic growth has been studied. The lack of pragmatic
research and theoretical framework highlights the positive impact of corruption and rent-seeking
on inflation which amounts to less or no significance.
The assumption that rent-seeking is an outcome of political manipulation or it benefits certain
political groups and allies is also untrue. Since many rent-seekers disregard of any political
affiliation seeks rent provided their varying ideological backgrounds. These people just lobby for
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rents in government expenditures and their attempts result in an increment in the government
expenditure.
The shifting cabinets and seizure of power by a new government brings with itself fresh
opportunities of rent-seeking and corruption. The significant feature which garners attention here
is that the rent-seekers are able to carry out their business from time to time and remains
unaffected by the change of government as well. The effect of corruption on government
expenditures, budget deficit, money supply, and inflation endorse this fact. A vital factor which
endorses the unending corruption is that when there is the opportunity to make money via rentseeking, the incentives surface enabling the good people to allocate their time and resources in to
rent seeking for which they are obliged to maintain connections with the corrupt officials and
higher government disbursements to continue their inflow of rents. The aforementioned reasons
present a vivid scenario of why the efforts to end corruption remain futile and how the corruption
cycle continues it rotation with no end to it as the changing governments and cabinets play a
significant role in it. Therefore, the corruption remains tenacious in many developing countries
despite major political and official turnovers. In addition to it the role of corruption in originating
inflation remains of great concern. The inflation allows corruption to expand and progress by
increasing government expenditures hence creating budget deficit which is financed by printing
money.
However, there is an indirect channel through which corruption increase inflation rate. Since the
growth rate of GDP is lower when corruption and rent-seeking is higher and since the inflationary
effect of the growth in the money supply is higher when the growth rate of GDP is lower, the
higher the inflation rate the higher corruption. Corruption is not a cultural or political
phenomenon, although cultural, political, institutional and even religious environment can
influence its extent. It is an economic phenomenon and the result of rational economic behavior
to take advantage of the opportunity that is provided by excessive government interference in the
economy.
Role of Foreign Aid
Intense debate has been ensued regarding the role of foreign aid in the growth process of
developing economies. Economic effect of foreign aid and effect of private foreign investment
both the issues have been laden with disagreements. Foreign Assistance Exertionists claims one
side of the debate by arguing that the foreign aid assistance has indeed helped the Lesser
Developed Countries in their economic growth and financial stability. For instance, Rehana
Siddiqui (2001) Fayissa and El-Kaissy (1999), Dowling and Hiemenz (1982), Burnside and
Dollar (2000) and Levy (1998) found the results of their research on role if foreign aid in LDCs
positive, i.e. that the foreign aid hampers economic growth in developing countries. Whereas, the
Non-Exertionists oppose the idea by claiming that foreign aid assist the developing countries.
Instead they argue view foreign aid as an agent influencing the LDCs negatively. The NonExertionist argument reveals foreign aid as a tool for substituting the economic dependence of
LDCs rather than augmenting the investment and domestic savings. Vasquez (1998), Islam
(2002), Duc (2006), Adam and O’Connell (1999), Calderon, Chong and Gradstein (2006),
Chervin and Wijnbergen (2009), Angeles and Kyriakos (2006) and Dalgaard and Hansen (2004)
found foreign aid to be negatively related to growth.
The Non-Exertionists argument also concedes that corruption is likely to accelerate corruption in
the regions it is affluent.
However some of the existing literature found the mixed results of foreign aid on economic
growth also by exacerbating LDC balance of payments deficits as a result of rising debt
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
repayment obligations and the linking of aid to donor country exports. These arguments are
given below in detail:
Foreign Assistance Extensionist School of Thought
Hollis Chennery (19916) is the founder of Extensionist School of thought. In the form of Two
Gap Model Chenney (1996), has established a steady foundation of foreign aid briefly. The TwoGap Model is given below:
Hollis Chennery and other writers have put forth the “two Gap” approach to economic
development for the case of development as to how much foreign aid is required in future. It is
the most explicit and well-set model for the attainment of self-sustained growth with the help of
foreign aid.
How Aid helps in Development
Rehana Siddiqui (2001) underlined non-ideal usage of outside help for Pakistan and translated it
as a practical and forthcoming element for higher development, if full scale and miniaturized
scale level endeavors are made for ideal use of remote help. Making and supporting institutional
situations with responsibility and straightforwardness that are helpful for development
(Heckelman and Knack, 2008) Directly expanding development in vicinity of good financial,
exchange and money related arrangements (Burnside and Dollar, 2000). Likewise, the
accompanying ten noteworthy components, laid out by Ahmed and summers (1992), must be kept
in perspective: • Systematic deduction is significant to maintain a strategic distance from awful
loaning choices.
• There ought to be close observing of how credit continues are spent.
• Those quitting the global budgetary framework for the most part do more terrible.
• Good national strategies are important for financial recovery and access.
• Economic conformities require some serious energy and maintainability of changes ought to be
mulled over.
• There is a convincing requirement for authority activity to beat the free-rider’s issue through
purposeful loaning and/or obligation diminishment.
• Without authority activity, obligation issues rot with shocking result for both account holders
and the loan bosses.
• Debt decrease is now and again essential yet never adequate to restore outside practicality.
• Building hazard sharing possibilities into money related contracts is significantly less
immoderate than renegotiating contracts when things turn out badly. Outer account for venture
that comes to low-pay nations must originate from authorized officials.
The current literature quoted above recommends how aid will help beneficiary nation enhancing
open administration conveyance. The positive part of aid can be communicated as taking after:
i.
To avoid Starvation and Malnutrition:
ii.
To Invest More than Savings
iii.
Capital Formation and Vicious Circle of Poverty
iv.
Cheaper Funds
v.
Mechanical Progress
vi.
Foundation of Basic Heavy Industries
vii.
Establishment of Risky Ventures
viii. Increase in Employment Opportunities
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Figure 3.1: How Foreign Aid Increases Economic Growth: Neoclassical Growth Framework
Augmented with Human Capital
Non-Extensionist School of Thought
This school of thought predominantly communicates against remote help because of its negative
association with development because of various variables. The business analysts like Vasquez
(1998), Islam (2002), Duc (2006), Adam and O’Connell (1999), Calderon, Chong and Gradstein
(2006), Chervin and Wijnbergen (2009), Angeles and Kyriakos (2006) and Dalgaard and Hansen
(2004) observed foreign aid to be adversely identified with monetary development.
Awful arrangement structure, Low starting level of human capital and compassionate
guide (Malik, 2008; Burnside and Dollar, 2000).
Diminished reserve funds and speculations (Lehmann et al., 2009).
Unwind government’s expense raising endeavors and build the utilization of government
(Adam and O’Connell, 1999; Burnside and Dollar, 2000). Moore (2010) discovered foreign aid
as a successful wellspring of unmerited state salary which is required when a nation gets to be not
able raise its pay through expenses. This aid reliance has intense outcomes on the administration
and development of beneficiary nations.
Poor institutional quality and defilement (Walle, 2007; Duc, 2006).
(Calderon, Chong and Gradstein 2006) bolsters the thought that great foundations are
important for the span of aid to poor.
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
Open venture is effortlessly controlled by effective political or bureaucratic identities,
which regularly brings about ascent to the 69nalysed6969 of higher “commissions” by the
individuals who do the task (Tanzi and Davoodi 1998)
Foreign aid really expands the rent-looking for henceforth making a shortfall out in the
open procurements. Economides et al. (2004) Jacob Svenson (2000)
Talent (2001, 2005) introduced the contention that when help reliance increments,
Beneficiary states are required to end up less responsible for their own 69nalysed69, and
expands impetuses for residential defilement by expanding strife over aid reserves and basically
makes up for monetary arrangements and powerless government foundations by offering a
“prop”
How foreign aid hampers development: Negative part of aid in the improvement of creating
nations is given beneath:
Debt Servicing
There is a weight of obligation administration (reimbursement of main and enthusiasm) for
improvement advances. There has been a dynamic ascent in the proportion of obligation to the
GDP of creating nations from around 20 percent in the mid-1970s to more than 40 percent in
1990.
Source Tied Aid is Expensive
Country tied aid forces a financial expense on the beneficiary if costs in the giver country are
higher and the innovation typifying into capital imports is excessively best in class and in this
manner wrong for a creating country in monetary terms. Help is costly if the giver does not pay
cash rather conditions buy of products, the target of the contributor appears not to give credit but
rather to advance its fare. For instance, if Pakistan takes advances from United States and United
States forces a condition that Pakistan will need to buy F-16s at any cost. So also costs are given
to Pakistan for buy of embellishments too.
Bilateral Aid is Politically Motivated
There is an issue that once help is acknowledged, the capacity of beneficiary governments to
remove themselves from inferred political and monetary commitments of contributors and keep
benefactor governments from meddling in their interior undertakings can be incredibly decreased.
A few times IMF or World Bank forced condition on beneficiaries to expand utility costs,
charges, so that the beneficiary would have the capacity to reimburse main and enthusiasm to
these foundations. Which might thus hamper nearby formative exercises and social welfare level
of the general public.
Unsuitable Models of Development are Imported
With foreign aid, some of the time unsatisfactory outlandish models of improvement are
transported in. Additionally, numerous a period the created nations train labor of LDCs as
indicated by circumstances of created nations, which can’t perform a dynamic part in their own
particular nations. Alongside this the created nations have progressed in innovation as per their
own particular needs. Be that as it may, when such innovation is foreign made by creating
nations, it gets to be hard to completely use the innovation. The beneficiary nation goes under the
substantial impact of benefactor nation, which can’t be stayed away from in any circumstances.
Social and Political Tensions
Foreign aid has hugely affected the socio-political existence of creating nations. It has helped the
rulers to extend their limbs to delay their standard and to smother restriction. Along these lines
aid advances social and political pressures and in the long run it could bring about ending
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Foreign Aid Effectiveness, Corruption and Economic Growth: A case study of selected South Asian countries
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financial improvement of a creating nation. This undue expanding pattern of the contributor
nation meddling in the political and monetary issues of the beneficiary nation might put its power
and confidence in question.
Too Much Dependence on Aid
As a result of foreign aid, a beneficiary nation’s reliance on contributor nations increments
exorbitantly. Aid renders a beneficiary nation powerless against obstruction by contributor
nations. Help is generally attached to the benefactor nation’s fares and beneficiary nations are
compelled to import these products from giver nations. Later on extra parts and substitution
apparatus are required to be foreign made from the same contributor nation. Beneficiary nations
need to satisfy conditions forced by benefactor nations. Along these lines by tolerating foreign
aid, a beneficiary nation turns out to be intensely subject to giver nations.
•
Reduction in Savings
By examinations made by Griffin and Enos (1970), expressed that for 32 help beneficiary
nations, 25 percent of aid results in expanding speculation and imports and 75 percent of aid is
spent on shopper products. Along these lines aid results in diminishing local reserve funds as it is
utilized as a substitute for local investment funds. A few pundits question their discoveries. On
the other hand, they assert that a piece of aid as opposed to being utilized for speculation is
utilized for consumption. Jose Taveres (2002) conducted a research to find out the impact of
foreign aid in corruption. The researcher used data from International Country Risk Guide
(ICRG) and conducted a survey based on certain indicators used widely in economic literature. In
an effort to find out the aid’s impact on corruption the researchers found that the aid have a
significant impact on the corruption and both the terms are interlinked in their function and
nature. Many significant conclusions were drawn by this research.
Figure 3.2: How Foreign Aid Decreases Economic Growth
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
Government Size and Decentralization
Government association in private markets is normally seen as a wellspring of defilement. This
effect shows up verging on tautological: the abuse of open force will increment with the degree of
open force. Such a tautological relationship would be acquired if the Corruption Perceptions
Index is misshaped towards nations with an extensive government offer, evaluating more
debasement in nations with a bigger open part. With vast governments, fixes to open workers
may build in respect to firms’ incomes. This may affect respondents to studies on debasement to
survey more elevated amounts of defilement in nations with a bigger open part. It has in this way
been proposed that the general size of the legislature spending plan in respect to GDP might be
emphatically corresponded with levels of defilement.
Institutional Quality
Broadmann and Recanatini (1999) show for an example of move economies in Europe and
Central Asia that higher obstructions to market section lead to higher defilement. Djankov et al.
(2002) are just as worried with the way of section regulation. They decide the quantity of systems
required for beginning another business for a cross area of 71 nations, close by with the essential
time and authority costs. The creators locate a solid connection of these variables with a nation’s
level of defilement for an assortment of particulars and control variables. This effect of
defilement backings the contention that section regulation frequently does not serve to revise for
business sector disappointment but rather achieves issues of its own.
Conclusions on Consequences
In a late influx of exact studies the reasons and outcomes of defilement have been researched on
the loose. It can be presumed that debasement obviously obliges a low GDP, imbalance of salary,
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Foreign Aid Effectiveness, Corruption and Economic Growth: A case study of selected South Asian countries
(Muzammal Afzal)
swelling, expanded wrongdoing, arrangement twists and absence of rivalry. The heading of
causality for these pointers, on the other hand, is dubious. Defilement might bring about these
variables however is in the meantime liable to be their result too. This proposes nations can be
caught in an endless loop where debasement brings down salary, expands disparity, expansion,
wrongdoing, approach bends and helps imposing business models to the detriment of rivalry.
These improvements thusly heighten defilement. There is a substantial weight set on instrumental
variable strategy in attempting to unravel these shared conditions.
There is solid proof that defilement brings down a nation’s engaging quality to global and local
financial specialists. This diminishes capital aggregation and brings down capital inflows.
Likewise the efficiency of capital experiences debasement. There is similarly solid proof that
defilement bends government consumption and diminishes the nature of a wide assortment of
taxpayer driven organizations, for example, open venture, social insurance, charge income and
ecological control. This supports extensive welfare misfortunes result from debasement.
Foreign aid in a roundabout way builds defilement in economies with poor institutional quality,
by instigating an expansion in the measure of the administration segment, increments help
designation for erroneously marked improvement consumptions (Boone, 1996), which thus
expands open doors for debasement (Adam and O’Connell, 1999; Burnside and Dollar, 2000;
Economides et al. 2004). Moyo (2009) found that “foreign aid is fungible – effortlessly stolen,
diverted or separated – which encourages defilement” (Moyo, 2009). Castrillo (2011) discovered
aid expands debasement in economies with low responsibility and poor observing framework,
which permits the procurement of assets “off” seeing natives.
Figure 3.3: Foreign Aid and Corruption
As foreign aid
expands
debasement,
defilement
is
found as a
hindrance
to
financial
development as
it misallocates
beneficial
assets,
diminishes
venture,
physical
and
human capital,
and decreases
monetary
effectiveness
(Mauro, 1995). Along these lines, the relationship in the middle of defilement and financial
development could somewhat clarify why billions of dollars of help have not created the normal
impacts.
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
Debasement is found to have associations with critical determinant of financial development. It
obstructs financial development by implication by diminishing venture as it expands the dangers
connected with making speculations (Mauro, 1995). Mauro contended that defilement goes about
as a duty on the profits to private speculation thus decreasing the amount of venture and diverts
rare speculation funding to less beneficial uses, in this way harming the nature of speculation.
Debasement additionally influences contrarily on development by debilitating political steadiness
and bringing down human capital aggregation and expanding the measure of underground
economy (Mo, 2001; Gyimah and Camacho, 2006; ).
Figure 3.4: Corruption and Economic Growth
From the aforementioned
experimental linkages, a
hypothetical model to
appraise the relationship
between aid, monetary
development
and
debasement taking into
account neo-established
generation capacity with
human capital is broke
down which fuses the
essential variables of the
model.
Theoretical Model
Study will use a neoclassical
model
of
economic growth which
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Foreign Aid Effectiveness, Corruption and Economic Growth: A case study of selected South Asian countries
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explicitly assumes human capital presented by Mankiw, Romer and Weil(MRW) (1992). The
general form of the production function is:
Y = f (K, H, AL) . . . . . .(I)
Where Y denotes the output level (real GDP), K denotes the amount of capital, and H denotes
human capital and AL is productivity augmented labor. Assuming constant technology, any
increase in the amount of labor and/or physical and human capital will increase the level of
output in the economy.
Model used in this study is developed by Ahmadi-Esfahani (2007). The model uses the MRW
production function and incorporates corruption in the Solow model as a determinant of
multifactor productivity. The model assumes that corruption and foreign aid also affect the output
level and growth in the economy (Economides et al., 2004; Farida and Ahmadi-Esfahani, 2007).
Economides et al (2004) incorporated foreign transfers (Foreign aid) and rent seeking
(Corruption) into the model of economic growth. Following are the key features of the model
used by Economides et al (2004): (a) Domestic tax revenues and foreign transfers in the shape of
foreign aid are used to finance the delivery of public services. (b) Only a segment of foreign aid
is actually opted as the public service delivery finance. The rest of it can be used for self-interest
by the people in power. (c) Extraction comes at some private cost in shape of time and effort. So
each individual (household) optimally chooses between the time and effort invested for rent
seeking (in addition to consumption and saving) and productive work. (d) The economy of
recipient country is so small that it has to take the rest of the world as given. The only link
between the recipient and rest of the world is foreign transfers.
Foreign aid is expected to increase the output by providing funds necessary to produce it. Model
assumes a small growing open economy which produces only one good and only one source of
its finance i.e. foreign aid. In such, a country is an aid recipient economy. But only a part of these
funds will be used to finance public good, the rest of them will be extracted by self-interested
individuals and therefore, will create a space for corruption. So, foreign aid will not only affect
output and growth, but also the corruption in the recipient economy. Corruption is expected to
have a negative impact on output and growth. If corruption influences growth then if one of the
physical inputs in the production function suffers a quality loss in the presence of corruption, then
this will also affect growth and the steady state level of output. Output is produced with a wellbehaved neoclassical production function with positive and strictly diminishing marginal product
of physical capital. The Inada conditions assure that the marginal products of both capital and
labor approach infinity as their values approach zero, and approach zero as their values go to
infinity. The functional form of the production function is Cobb-Douglas:
𝛽
Yt = 𝐾𝑡𝛼 𝐻𝑡 [ Gt (ρ) Lt ]1-α-β . . . . . . .(II)
where Yt is the aggregate level of real income, Kt is the level of physical capital, Ht is the level
of human capital, Lt is the amount of labor employed, Gt is the level of government expenditure,
and ρ is the level of corruption in the country, where G’(ρ ) < 0 . Let 0 < α <1, 0 < β <1 and α +β
<1. These conditions ensure that the production function exhibits constant returns to scale and
diminishing return to each point. Time is indexed by the continuous variable (t). With the
omission of the corruption term, the model yields standard neoclassical results. That is, the
growth rate of output per worker is accelerated with increases in investments in physical capital
and decreases in population growth, depreciation rate of capital, and the initial level of output per
worker (Farida and Ahmadi-Esfahani, 2007, pg. 7).
The steady state equations are:
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
𝑑𝐾
𝑑𝑡
𝑑𝐻
= sK Yt – δK Kt . . . . . . . (III)
= sH Yt – δH Ht . . . . . . . . . (IV)
where sK, sH, δK and δH are parameters that represent, respectively, shares of income that are
allocated to human and capital investment, and depreciation rate of human and physical capital.
Population is exogenously determined. To allow for specificity in the government expenditure
function, let,
Gt (p) = Gt 𝑒 −𝛾𝑝 where 0 ≤ p ≤ 1, and Gt = G0 𝑒 . . . . . .(V)
The parameter ρ is the index of corruption (ICRG).γ determines the magnitude of the effect of
corruption on government expenditure. Conventional government expenditure Gt is exogenous
and grows at rate g. Corruption hampers economic growth by acting as an offsetting force to the
efficiencies obtained through improvements in multifactor productivity. Corruption has a
negative impact on physical and human capital and output per worker. Lower levels of output
necessitate a lower level of investments since investment rates are fixed. This will result in a
lower level of investment that further contributes to lower levels of output. Hence, there is a
negative effect on the growth of output per worker.
The model discussed above proposed by Ahmadi-Esfahani (2007) captures the effect of
corruption on economic growth through incorporating rent seeking with multifactor productivity
on production function. Incorporating corruption in the production function will capture the
corruptive tendencies within the recipient government but it will also capture the corruption
effect in the donor governments/ agencies. Hence, this model can be modified to gauge the effect
of corruption on economic growth not only through its impact on government expenditure but
also its impact via affecting the foreign aid and investment. Therefore, equation (II) can be
reproduced in two additional forms:
Yt = Kt α Hβt [Ft (p)Lt] 1- α –β
Yt = Kt α Hβt [It (p)Lt] 1- α –β
Recall equation (II), and replace G (government expenditure) with F (foreign aid), then we have
Ft (ρ) = Ft 𝑒 −𝛾𝑓𝑝
It (ρ) = It 𝑒 −𝛾𝑓𝑝
γ determines the magnitude of the effect of corruption on foreign aid and investment.
From Theory to Testing:
The following linear regression forms from the above model will be used:
GDP = f (aid, corruption, control variables)
Aid = f (human capital, economy indicators, control variables)
Corruption = f (aid, control variables)
𝑑𝑡
To sum up, in order to examine the effectiveness of foreign aid and its impact of on economic
growth and corruption, the model based on neoclassical production function is most suitable. This
section establishes the theoretical background of the research. It starts with briefing on the history
of foreign aid; how it originated and evolved throughout the time. Different theories from
classical to neoclassical to modern and existentialism with regards to foreign aid, corruption and
economic growth have been covered in this section. This section outlines the efficacy of foreign
aid based on theories while simultaneously representing the inefficacy of foreign aid in the light
of economic theories. In summation, the chapter presents all the theoretical views tied to foreign
aid. The chapter also attempts to explain the relationship between foreign aid and corruption and
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Foreign Aid Effectiveness, Corruption and Economic Growth: A case study of selected South Asian countries
(Muzammal Afzal)
foreign aid and economic growth. The chapter discusses all the indicators and conditions which
are generated by availability of foreign aid while discussing the circumstances and pointers which
generate a need for the foreign aid. The chapter is a preface to research in terms of the detailed
accounts it entails hence providing the reader a foundation for just analysis and evaluation.
Theoretical relation between proposed variables based on the empirical studies defines the
manner by which these variables are related to each other. These suggested links along with the
hypothesis of the study are used to determine the appropriate methodology for empirical testing
of the aid-corruption-growth nexus.
4. RESEARCH METHODOLOGY
Existing literature on foreign aid and corruption has focused developing world at large. This
study focuses on four major developing countries of South Asia; Pakistan, India, Bangladesh and
Sri Lanka. This study will use data of macroeconomic indicators starting from 1984 to 2014.
Since panel data deals with different cross sections over the time, it is expected that results avoid
the problem of heterogeneity. Panel data techniques are constructed in a way that it allows
individual-specific variables to deal with heterogeneity. When time series and cross sectional
observations are combined it results in more informative data, less collinearity and more degrees
of freedom hence efficient results. Panel data allows to investigate the cross section observations
which suits to study the dynamics of change. Panel data minimizes the bias that might occur if we
aggregate individuals into wide-ranging aggregates (Baltagi 1995). OLS estimation on panel data
produce estimates which are biased due to the correlation of unobserved variables with the error
term. There are many techniques to tackle the factor of unobserved effects in panel data model
i.e. Fixed Effect, Random Effect, First Differencing Method etc. Unobserved heterogeneity refers
to the correlation between observed variables and the unobserved variables (Baltagi, 2008).
Assuming that the unobservable variable being constant and having a constant partial effect on
time is important in the following analysis. In panel data analysis, a time constant, unobserved
variable is called unobserved effect. However there are several methods to eliminate the latent
variable with fixed effects method, random effect and first differencing method. Fixed effect
method assumes that unobserved variable is to be estimated for each cross section. Jaffery M
Wooldridge in his books “Econometric analysis of cross section and panel data (2010)” and
“Introductory Econometrics (2009)” discusses which is more suitable method to eliminate the
effect of unobserved variable with different number of cross section and time series. Author states
“When T is large and especially when N is not very large for example in this study T=30 and N
=4 research must exercise caution in using the fixe effects estimator”. Although exact
distributional results hold for any N and T under classical fixed effects assumption, inference can
be very sensitive to violations of the assumptions when N is small and T is large. It may result in
the spurious regression. With application of first differencing method it is more appealing to
central limit theorem even in cases where T is large and N is small.
This study has a balanced panel as it has same time periods for each cross section observation.
The data set consists of large number of time series (30) and small number of cross sections (4).
As Wooldridge (2009) suggests that it is more appropriate to use first differencing method than
fixed effect. Both First differencing method and random effect techniques will be applied on the
data in order to satisfy the traditional way of dealing with panel data.
Following is the basic unobserved effects model in a simple form;
𝑌𝑖𝑡 = 𝑋𝑖𝑡𝛽 + 𝐶𝑖 + 𝜇𝑖𝑡
t= 1,2,3, .. . . . . .T
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
Where 𝐶𝑖 is unobserved component or latent variable. In many methodological papers there is a
discussion about whether to treat 𝐶𝑖 as fixed effect or random effect. Or in other words whether
𝐶𝑖 should be viewed as a random variable or as a parameter to be gauged. So in traditional
manner to panel data models when 𝐶𝑖is treated as random variable it is called random effect and
fixed effect when it is treated as parameter to be estimated for each cross section observation.
There are many ways to eliminate the effect of 𝐶𝑖 and estimate the consistent parameters. One of
the many models is pooled ordinary least squares (OLS). This method incorporates the
unobserved factor as a part of error term.
Random Effects:
Pooled OLS comes with its own problems of failing to provide accurate results. Random effects
(RE) model as with pooled OLS puts 𝐶𝑖 into the error term along with imposing some more
assumption.
Assumption RE I:
𝑦𝑖𝑡 = 𝑥𝑖𝑡𝛽 + 𝑣𝑖𝑡
𝑣𝑖𝑡
𝐸( ) = 0
t=1,2, . . . . . . T
𝑥𝑖
Where
𝑣𝑖𝑡 = 𝐶𝑖 + 𝜇𝑖𝑡
Assumption RE II
Rank 𝐸(𝑋𝑖 ′ 𝛺 −1 𝑋𝑖) = 𝐾
Second assumption is that the idiosyncratic errors are serially uncorrelated: f
𝐸(𝑢𝑖𝑡 2 ) = 𝜎 2
t= 1,2,3. . . . . .T
Assumption III:
𝑢𝑖𝑢𝑖 ′
, 𝑐𝑖) = 𝜎 2 𝐼𝑇
(𝑎)𝐸(
𝑥𝑖
𝑐𝑖 2
(𝑏)𝐸( ) = 𝜎𝑖 2
𝑥𝑖
Assumption III (a) assumes that conditional variances are constant and conditional variances are
zero. Assumption III (b) is homoscedasticity assumption in the unobserved effect.
First Differencing Method:
First differencing is another econometric method to eliminate the effect of latent variable.
First differencing method is another way to eliminate the effect of latent variable. First
differencing method has certain assumption which are given below:
Assumption FD I
For each cross section i, the model is
𝑦𝑖𝑡 = 𝛽𝑖𝑥𝑖𝑡1 + 𝛽𝑘𝑥𝑖𝑡𝐾 + 𝑐𝑖 + 𝜇𝑖𝑡
t=1,2,. . . . ,T
Where the 𝛽𝑖 are the parameters to estimate and 𝑐𝑖 is the unobserved effect.
Assumption FD II
Random Samples are drawn from the cross section.
Assumption FD III
Each explanatory variable changes over time for atleast some cross sections and no perfect liner
relationship exist among the explanatory variables.
Assumption FD IV
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Foreign Aid Effectiveness, Corruption and Economic Growth: A case study of selected South Asian countries
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For each t the expected value of the idiosyncratic error given the explanatory variables for all
time periods and the unobserved effect is zero:
𝜇𝑖𝑡
𝐸( 𝑐𝑖) = 0
𝑋𝑖
Assumption FD V
∆𝜇𝑖𝑡
𝑉𝑎𝑟(
) = 𝜎 2 , 𝑡 = 2,3, 𝐼. 𝑇
𝑋𝑖
Assumption V ensures that differenced errors are homoscedastic.
The variance of the differenced errors, conditional on all explanatory variables is constant.
Assumption FD VI:
∆𝜇𝑖𝑠
𝐶𝑜𝑣(∆𝜇𝑖 ′ ,
) = 0𝑡 ≠ 𝑠
𝑋𝑖
For all𝑡 ≠ 𝑠 the difference in the idiosyncratic errors are uncorrelated (conditional on all
explanatory variables). Assuption VI states that differenced errors are serially uncorrelated.
Assumption VII:
Conditional on Xi’, the ∆𝜇𝑖𝑡 are independent and identically distributed normal random
variables. In simple words the FD estimators are normally distributed and t and F statistics from
pooled OLS on the differences have the same t and F distribution.
Hausman Specification Test
Since the key consideration in choosing between a random effects and fixed effects approach is
whether ci and xit are correlated, it is important to have a method for testing this assumption.
Hausman (1978) proposed a test based on the diference between the random effects and fixed
effects estimates. The Hausman test is the standard procedure used in empirical panel data
analysis in order to discriminate between the fixed effects and random effects model. Raymond
OíBrien Eleonora Patacchini (2006). In a series of papers by Durbin (1954), Wu (1973, 1974) and
Hausman (1978) tests were proposed that can be applied to the problem of detecting endogenous
regressors.
Since FE is consistent when ci and xit are correlated, but RE is inconsistent, a statistically
significant difference is interpreted as evidence against the random effects assumption RE.1.
The test evaluates the consistency of an estimator when compared to an alternative, less efficient,
estimator which is already known to be consistent. It helps one evaluate if a statistical model
corresponds to the data. Under the null hypothesis, both of these estimators are consistent,
but b1 is efficient (has the smallest asymptotic variance), at least in the class of estimators
containing b0. Under the alternate hypothesis, b0 is consistent, whereas b1 isn’t.
𝐻 = (𝛽1 − 𝛽𝑜)′(𝑉𝑎𝑟(𝛽𝑜) − 𝑉𝑎𝑟(𝛽1))(𝛽1 − 𝛽𝑜)
Ho: difference in coefficients not systematic
Ha: Difference in the coefficients is systematic
The decision to accept or reject the Ho is based on the value of Prob>Chi^2. If the value of the
statistics is less than 0.05 we reject Ho. Which means the difference in the coefficients is
systematic and we use prefer fixed effect estimation.
This study tests the hypothesis that foreign aid given to countries of South Asia has a positive
impact on the human capital and structural growth. This study also examines the aid, growth and
corruption nexus for four south Asian countries i.e. India, Pakistan, Sri lanka and Bangladesh.
Since this study is cross country analysis panel data techniques is employed. Both first and
second generation panel data techniques are used in this research. First generation panel data
techniques i.e. first differencing and random effect are used to test the hypothesis. The reason for
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
second generation methodology is the dependence of cross sections (Pakistan, India, Srilanka,
Bangladesh) based on similar social, cultural and historical trends. However first generation
panel data technique are also employed in order satisfy the traditional econometric methodology.
Model Specification
The study estimates two models separately developed by the Chheang (2009). First model
estimates the joint effects of foreign aid and corruption on economic growth and the second
model estimates the effects of foreign aid on corruption. The general and estimation forms of the
models are as under:
General Form of Growth Model:
This model estimates the joint effect of foreign aid and corruption on economic growth. The
model tests two hypotheses. First, foreign aid is effective in increasing growth of south Asia and
second, nature of the relationship between foreign aid, corruption and economic growth. The
model predicts that foreign aid transfers exert a positive impact on economic growth rates which
are mitigated by the negative impact of corruption in the sample region. The effectiveness of
foreign aid will be tested through series of equations. Equation 4.3 and 4.4 will gauge the impact
of foreign aid on per capita gross domestic product and per capita foreign direct investment
received.
Growth Equation
The following growth equation, based upon the model, are analysed:
y = f(k, Cor, A, X)
Where
y is real per capita gross domestic product; k denotes the capital labor ratio; h is human capital;
Cor and A denotes Corruption and aid variables, respectively, and X denotes the set of other
variables that may affect real per capita GDP. X will include other control variables like
population, government size, and life expectancy.
Per capita growth equation for estimation:
gi,t = α0 + α1CORi,t+ α2NODAi, t + α3PCFDIi,t + α4TRi, t + α5LEi,t+ α6POPi,t +ε
Where
•
gi,t is the dependent variable which denotes per capita GDP.
COR donates corruption as measured by ICRG corruption index.
•
NODAi,t denotes net official development assistance to GDP. It will either increase growth
or decrease. Therefore it is expected to have positive or negative sign.
PCFDI donates per capita foreign direct investment in aid recipient countries.
LE donates years of life expectancy.
TR- General government final consumption expenditure (% of GDP)
•
POP refers to population growth rate.
Investment Equation
Foreign aid increases investment in a country which helps the country to build its infrastructure
and maintain its long run growth process. Also huge transfers of foreign aid cause corruption in
the recipient country to increase which decreases the investment in the country (Mauro, 1995).
To measure the impact of foreign aid and corruption on investment, the following Investment
equation will be estimated:
PCFDIi,t = β0 + β1 yi,t + β2 CORi,t + β3TRi,t + β4 LEi,t + β7PCODAi,t + β8 infi,t + β9
EXPi,t
+β10 popi,t + β11 PEPLR+ ε
Where
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Foreign Aid Effectiveness, Corruption and Economic Growth: A case study of selected South Asian countries
(Muzammal Afzal)
PCFDI donates per capita foreign direct investment in aid recipient countries.
•
yi,t denoted per capita income.
COR donates corruption as measured by ICRG corruption index.
TR- General government final consumption expenditure (% of GDP)
LE donates years of life expectancy.
•
NODAi,t denotes net official development assistance to GDP. It will either increase growth
or decrease. Therefore it is expected to have positive or negative sign.
INF donates inflation rate in recipient countries.
•
EXP donates External balance on goods and services (current US$)
PEPLR donates number of primary education pupils.
•
POP refers to population growth rate.
Aid Equation
To measure the effectiveness of aid, the following equation will be analysed.
Aid = β0+ β1CORi+ β2PEPLRi,t + β3 BQi,t+ β4Lei, t+ β5PCGDPi, t+ β6INFi, t+ε
Where
Aid is measured by per capita net official development assistance.
COR donates corruption as measured by ICRG corruption index.
BQ donates bureaucratic quality.
PEPLR donates number of primary education pupils.
LE donates years of life expectancy
PCGDP donates per capita gross domestic product.
INF donates inflation.
Aid Corruption Equation
Following model will check the effect of foreign aid on corruption:
COR = f (aid)
COR = β0+ β1 NODAi,t+ β2 BQi,t + β3PEPLRi,t+ β4INFi, t +ε
COR donates corruption as measured by ICRG corruption index.
NODA donates per capita official development assistance.
BQ donates bureaucratic quality.
PEPLR donates number of primary education pupils.
INF donates inflation.
Panel Unit Root Test
Sequentially, to further examine the panel data, it is initially essential to determine the presence
of unit roots in the data cycle. Based on the renowned Dickey-Fuller procedure the Im, Pesaran
and Shin (IPS) has been chosen for unit testing. Im, Pesaran and Shin designated IPS suggested a
test for the existence of unit roots in groups that merges statistics from the time series component
from the sample dimension, such that scarcer time observations are necessitated for the test to
encompass significance. Subsequently the IPS trial has been located to have exclusive test power
by examiners in economics to inspect long-run affiliations in panel data, we will also utilize this
technique in this study. IPS commences by postulating a separate ADF reversion for apiece crosssection with discrete conclusions and no time drift:
𝑝𝑖
𝛥𝑦it = 𝛼𝑖 + 𝜌𝑖 𝑦𝑖,𝑡−1 + ∑𝑗=1
𝛽ij 𝛥𝑦𝑖,𝑡−𝑗 + 𝜀it
(3)
where i = 1, . . .,N and t = 1, . . .,T
Independent unit root tests for the N cross-section units is utilized by IPS. Augmented DickeyFuller (ADF) statistics averaged across groups substitutes as a sound base for the test. In the wake
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
of assessing the different ADF relapses, the normal of the t-measurements for from the individual
ADF relapses,
𝑡iT𝑖 (𝑝𝑖 ):
̅ = 1 ∑𝑁
𝑡 (𝑝 𝛽 )
𝑡NT
𝑁 𝑖=1 iT 𝑖 𝑖
Ho: All the panels contain unit roots
Ha: Some panels are stationary
(4)
The t-bar is then standardized and it is shown that the standardized t-bar statistic converges to the
standard normal distribution as N and T→ ∞. IPS (1997) exhibited that t-bar trial has relatively
better execution when N and T are small. They propositioned a cross-sectional, debased form of
both test to be utilized in the example where the faults in distinct regressions comprise a mutual
time-specific feature.
Variables and Data
This study will test the hypothesis for four South Asian countries for which foreign aid and all
other relevant variables will be reported over the years from 1980 to 2014period. Aid data will be
taken from OECD Development Aid Committee Database (International Development Statistics)
and will be measured as net official development assistance as a ratio of GDP. All other variables
including real GDP per capita would be taken from World Bank, World Development Indicators.
Corruption measures are available from various sources. Corruption data for this study would be
taken from the Political Risk Services Group’s (PRS) International Country Risk Guide(ICRG),
and World Bank Governance Indicators, the most frequently used measures of corruption in
academic research. The PRS data has been used in numerous recent publications on determinants
of corruption (Dollar et al 2001; Knack and Rahman 2007; Charron and Lapuente 2009).
Variables Description
Following is the detailed definitions of the variables used in this research:
Per Capita GDP
GDP per capita is a measure of average income per person in a country. This indicator is used to
gauge the development level in a country. GDP stands for Gross domestic product. This measure
National income / National Output and National expenditure. GDP per capita divides the GDP by
the population.
Net Official Development Assistance
Net Official Development Assistance (NODA) includes the disbursements of loans given on
concessional rate (Net of repayments of principal) and grants given by the official agencies of
Development Assistance Committee (DAC), by non DAC countries and by multilateral
institutions to promote the welfare in countries registered as recipients in DAC list. Aid statistics
is calculated by dividing net ODA received by the population estimate. However it does not
include military aid.
Investment
Gross fixed capital formation (formerly gross domestic fixed investment) includes land
improvements (fences, ditches, drains, and so on); plant, machinery, and equipment purchases;
and the construction of roads, railways, and the like, including schools, offices, hospitals, private
residential dwellings, and commercial and industrial buildings. According to the 1993 SNA, net
acquisitions of valuables are also considered capital formation. Data are in constant 2005 U.S.
dollars.
Per Capita FDI
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Foreign Aid Effectiveness, Corruption and Economic Growth: A case study of selected South Asian countries
(Muzammal Afzal)
Foreign Direct investment (FDI) is investment made to acquire a lasting interest in or effective
control over an enterprise operating outside of the economy of the investor. FDI net inflows are
the value of inward direct investment made by non-resident investors in the reporting economy,
including reinvested earnings and intra-company loans, net of repatriation of capital and
repayment of loans. Per capita FDI means the net FDI divided by the number of population of a
country or territory.
Life Expectancy
Life expectancy at birth is an indicator which is used to analyse the welfare of the citizens as it is
affected by the environment of the country, health facilities, nutrition’s availability etc. Life
expectancy at birth shows the number of years a new-born baby would live if existing patterns of
mortality were to stay the same throughout his/her life.
General Government Final Consumption Expenditure (% Of GDP)
General government final consumption expenditure also known as general government
consumption includes all current government expenditure on purchase of goods and services. It
also entails the expenditures on defense and security but excludes expenditures which are part of
government capital formation.
Population
Total population is the count of all residents regardless of legal status or citizenship but it
doesnot include the refugees who are permanently settled in the country of asylum. The values
given are midyear estimates.
Corruption
Corruption donates corruption as measured by International Country Risk Guide (ICRG)
corruption index. This is an assessment of corruption within the political system. Such corruption
is a threat to foreign investment and economic growth for several reasons. The most common
form of corruption met directly by business is financial corruption in the form of demands for
special payments and bribes connected with import and export licenses, exchange controls, tax
assessments, police protection, or loans. The index used in the study is produced by ICRG
through several surveys. The methodology of these survey is designed in a way that it captures
the perception of the citizens, businessmen and government officials about corruption level in the
country.
Inflation
Inflation as measures by the consumer price index shows the annual percentage change in cost of
average consumer of purchasing a basket of services and goods that may be specific or changed
at fixed intervals e.g. yearly, bi-annually etc. generally the lespeyres formula is used to calculate
inflation.
External Balance On Goods And Services (EXP)
External balance on goods and services equals exports of goods and services minus imports of
goods and services. It was formerly knowns as resource balance. Indicator is used to gauge the
net amount of trade of recipient country with the world.
PEPLR
PEPLR donates number of primary education pupils. Primary education pupils is the total
number of pupils enrolled at primary level in public and private schools. This indicator is being
used in this research to gauge the education level in the recipient country.
Bureaucratic Quality
82
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
The institutional strength and quality of the bureaucracy is another shock absorber that tends to
minimize revisions of policy when governments change. In ICRG data set high points are given
to countries where the bureaucracy has the strength and expertise to govern without drastic
changes in policy or interruptions in government services. In these low-risk countries, the
bureaucracy tends to be somewhat autonomous from political pressure and to have an established
mechanism for recruitment and training. Countries that lack the cushioning effect of a strong
bureaucracy receive low points because a change in government tends to be traumatic in terms of
policy formulation and day-to-day administrative functions.
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Foreign Aid Effectiveness, Corruption and Economic Growth: A case study of selected South Asian countries
(Muzammal Afzal)
5. ESTIMATION RESULTS
Data Summary
The table mentioned above is the summarization of all the included indicators and countries.
Different numbers are allotted to the countries for ease in estimation, number 1 is allotted to
India, 2 to Pakistan, 3 to Sri Lanka and 4 to Bangladesh. The data from 1984-2013 has been
derived for all the variables. Number of observations for all the indicators is 120 as mentioned
above except the indicator of inflation which has 117 observations as inflation statistics of
Bangladesh from 1984-86 is missing. Mean and standard deviation of all the indicators is also
given in the aforementioned table. Minimum and maximum values have been given for all the
indicators in table 5.1.
Before estimating the equations it is necessary to take difference of some variables first as they
were found non-stationary. First difference for all the variables is also required for first difference
panel data estimation. First difference of all the variables has also been taken for the estimation.
Table 5.1: Summary statistics
Panel Unit Root Test Results
Following table exhibits the consequences of the IPS board unit root test at level showing that all
variables are I(0) in the consistent of the board unit root relapse. These outcomes unmistakably
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
demonstrate that the invalid theory of a board unit root in the level of the arrangement can’t be
dismisses at different slack lengths. We can infer that few of the variables are non-stationary
while some are stationary. The non-stationary variables are in with and without time pattern
determinations at level by applying the IPS test which is likewise connected for heterogeneous
board to test the arrangement for the vicinity of a unit root. The consequences of the board unit
root tests affirm that the variables are non-stationary at level. The variables with a steric at the
end are non-stationary whereas the others with no symbol are the stationary variables.
Table 5.2:Panel Unit Root Test – Im, Pesaran and Shin (IPS)
Variable
Level
Z t titled bar
P value
PCODA (Per capita official -2.5458
0.0055*
development assistance)
PCGDP (Per capita gross 12.4172
1.0000
domestic product)
PCFDI (Per capita foreign 2.0999
0.9821
direct investment)
INV (Gross domestic fixed 9.6975
1.0000
investment)
PEPLR
(indicator
of 2.4347
0.9925
education primary enrollment
number)
-4.9538
0.0000*
POP (population)
Note:
* indicates rejection of the null hypothesis of no-cointegration at 5%, levels of significance.
Estimation Results of Growth Model:
Table indicates the results estimation of growth equation. Growth equation is estimated here to
gauge the effectiveness of aid on economic growth. Per capita GDP is taken as a dependent
variable as an indicator of development level in the recipient country. Investment per capita
official development assistance, life expectancy per capita net FDI and government size are the
independent variables. Government size is proxy of general government final consumption
expenditures. Table 5.3 shows the result estimation of ordinary least square estimation (OLS),
first difference (FD) panel data estimation and random effects (RE). R-square for OLS model is
0.9924, 0.495 for first difference estimation and 0.5169 for random effects estimation. As
researcher suggest that it is not appropriate to analyze the R-square of panel data estimations to
explain the explained variation in the model.
Constant value is -0.1384, -0.1771, -0.1384 for OLS, FD and RE respectively. As the table 5.3
suggests, in OLS model investment has a significant and positive impact on per capita GDP. Per
capita official development assistance has a significant and negative relationship with per capita
GDP. Life expectancy has a positive and significant relationship with per capita GDP. Results
have shown that per capita foreign direct investment (FDI) and government size as proxy of
government’s general final consumption expenditure does not have a significant relationship with
per capita GDP for South Asia. As mentioned in the research methodology section, that OLS is
not an appropriate estimation method to estimate panel data than first difference FD and RE.
85
Foreign Aid Effectiveness, Corruption and Economic Growth: A case study of selected South Asian countries
(Muzammal Afzal)
In first difference estimation model, investment, life expectancy has significant and positive
relationship with per capita GDP. Per capita official development assistance, government size and
per capita FDI does not have a significant relationship with per capita GDP. In random effects
model, investment, life expectancy has a positive and significant relationship with per capita
GDP. It is important to note that foreign aid has a negative relationship with per capita GDP for
selected South Asian countries. Foreign Direct Investment and government size does not have a
significant relationship with gdp per capita. In random effects model results showed that
investment and life expectancy has a significant and positive relation with gdp per capita.
Estimation results showed that Government size and per capita foreign direct investment has no
significant relation with gdp per capita. It is important to note that random effects estimation
model has shown significant and negative correlation of per capita foreign aid with per capita
gross domestic product which means that if foreign aid increases it will hamper the per capita
growth of South Asian countries.
Furthermore, hausman test was also applied to decide between first differentiating method and
random effects. The P value of hausman test is 0.2908 which suggests that random effects would
be more appropriate estimation model for growth equation. Results of random effects for growth
equation suggests that per capita GDP and per capita foreign aid for Pakistan, India, Sri Lanka
and
Bangladesh.
Results of this study are in accordance with the fundamentals of Non-Extensionist school of
thought. Researchers like Vasquez (1998), Islam (2002), Duc (2006), Adam and O’Connell
(1999), Calderon, Chong and Gradstein (2006), Chervin and Wijnbergen (2009), Angeles and
Kyriakos (2006) and Dalgaard and Hansen (2004) also concluded foreign aid to be adversely
identified with monetary development.
Table 5.3:
Estimation Results Of Growth Model
Dependent variable: Per Capita GDP
Independent
RE
OLS
FD
variables
-.1384434
-.1771449
-.1384434
Constant
(0.000)
(0.000)
(0.000)
.1711555
.1642068
.1711555
INV
(0.0000)
(0.000)
(0.000)
-.0083573
-.0005771
-.0083573
PCODA
(0.0000)
(0.888)
(0.000)
.0026026
.0027973
.0026026
LE
(0.0000)
(0.000)
(0.000)
.0025181
.0024622
.0025181
PCFDI
(0.205)
(0.212)
(0.205)
.0044983
.0087771
.0044983
GS
(0.0000)
(0.335)
(0.208)
0.5169
R-Squared
0.992499
0.4195
No. of periods
27
27
27
No. of countries 4
4
4
No.
of
114
observations
114
114
86
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
Estimation Results of Investment Equation
In investment equation, investment is the dependent variable and foreign aid, inflation,
population and government size are the independent variables. R-square is 0.9924, 0.0322 and
0.065 for OLS, FD and RE model respectively. Constant co-efficient is 0.1122, 0.1014 and
0.1122 for OLS, FD and RE model respectively.
In OLS model inflation has a significant and negative impact on the investment in the recipient
country. Population and government size does not have a significant impact on investment.
However, foreign aid has a negative and significant at 10% confidence interval.
In FD model, foreign aid, inflation, population and government size does not have a significant
relation with investment. However, it is important to note that foreign aid co-efficient has a
negative sign. In random effects model, inflation has a negative impact on investment.
Population and government size has an insignificant impact on investment for four selected
South-Asian countries. However, foreign aid has a negative and significant relation with
investment at 10% confidence interval.
Hausman test was employed to check the appropriate estimation model for investment equation.
Hausman test statistics suggests that first random effects method would be more appropriate. The
FD model does not show any significant connection between foreign aid and investment in
recipient country. RE model estimation suggests that inflation has a negative impact on
investment. Government size and population does not have significant impact on investment in
four South Asian Countries. As per the Non-Extensionist school of thought which suggests that,
foreign aid does not increase the investment level in recipient country, this study has also
concluded the similar results for four South Asian countries.
Table 5.4:
Estimation Results Of Investment Model
Dependent variable: INV
Independent
RE
OLS
FD
variables
.1122221
.1014384
.1122221
Constant
(0.000)
(0.008)
(0.000)
-.0029566
-.0017671
-.0029566
INF
(0.055 )
(0.291)
(0.055)
-.0084014
-.0219865
-.0084014
PCODA
(0.131)
(0.235)
0.131
-.7116409
. 1.085198
-.7116409
POP
(0.333)
(0.245)
(0.333)
.0162584
-.0004626
.0162584
GS
(0.839)
(0.995)
(0.839)
0.0675
R-Squared
0.992499
0.0322
No. of periods
27
27
27
No. of countries 4
4
4
No.
of
114
observations
114
114
87
Foreign Aid Effectiveness, Corruption and Economic Growth: A case study of selected South Asian countries
(Muzammal Afzal)
Estimation Results of Corruption-Growth Model
In growth-corruption equation, per capita GDP is the dependent variable and corruption
investment, inflation, life expectancy and education are the independent variables. R-square is
0.5169, 0.4197 and 0.5169 for OLS, FD and RE model respectively. Constant co-efficient are 0.0263, -0.1554 and -0.0263 for OLS, FD and RE model respectively. In OLS model, corruption
has a significant and negative impact on growth. Investment, education and life expectancy has a
positive and significant impact on per capita GDP growth of the recipient countries i.e. Pakistan,
India, Bangladesh and Sri Lanka.
Inflation in this model does not have a significant co-efficient and impact on GDP growth. In FD
model investment, life expectancy and education have a positive and significant impact on GDP
growth. Corruption with a negative sign and inflation also with a negative sign does not have a
significant impact on GDP growth. In random effects model, education, investment and inflation
have a significant and positive impact on GDP growth. Inflation does not have any significant
impact on GDP growth. Corruption as suggested in theoretical background has negative impact
on GDP growth in selected South-Asian countries.
Hausman test p value is 0.06 which suggests that random effects method is most appropriate
method for this panel data estimation. In RE model estimation, corruption coefficient has a
significant and negative relation with GDP per capita for Pakistan Sri Lanka, Bangladesh and
India. Life expectancy, education and investment has a significant and positive relationship with
GDP per capita. Mauro (1995), Knack and Keefer (1995) and Lambsdorff (1999) Baretto (2001)
and Aidt (2009) also found the similar results.
Table 5.5:
Estimation Results Of Corruption-Growth Model
Dependent variable: Per Capita GDP
Independent
RE
OLS
FD
variables
-.0263599
-.1554145
-.0263599
Constant
(0.322)
(0.000)
(0.322)
-.0071036
-.0016547
-.0071036
COR
(0.000)
(0.495)
(0.000)
.2188644
.1829398
.2188644
INV
(0.000)
(0.000)
(0.000)
-.0000655
-.0000481
-.0000655
INF
(0.868)
(0.895)
(0.868)
.0011044
.0028086
.0011044
LE
(0.002)
(0.000)
(0.002)
.0890781
.0028086
.0890781
EDU
(0.013)
(0.010)
(0.013)
0.5169
R-Squared
0.5169
0.4197
No. of periods
27
27
27
No. of countries
4
4
4
No. of observations
114
114
114
88
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
Estimation Results of Corruption-Foreign Aid Model
In corruption-aid model, corruption is the dependent variable and foreign aid, bureaucratic
quality, education and inflation are independent variables.
In corruption-foreign aid equation model, R-square is, 0.5154, 0.2373 and 0.5154 for OLS, FD
and RE model respectively. Constant co-efficient is 6.5188, 4.7214 and 6.5188 for OLS, FD and
RE model respectively. In OLS model, foreign aid and bureaucratic quality has a significant and
negative impact on corruption in the recipient countries. Education has a positive impact and
inflation does not have any significant impact on corruption.
In FD model, the only significant variable is bureaucratic quality as it has a negative impact on
corruption. However per capita foreign aid has positive and significant relation with corruption at
10 % confidence interval. Education and inflation does not have a significant relation with
corruption. In RE model, foreign aid and bureaucratic quality has a significant and negative
impact on the levels of corruption in selected South-Asian countries. Inflation does not have a
significant impact on corruption it is interesting to report that education has a significant and
positive impact on corruption.
To identify the appropriate estimation model, Hausman test was employed. Hausman test p value
i.e. 0.0000 recommends FD model to be the appropriate model for corruption equation. RE model
estimation suggests that fiscal transfers to Pakistan, India, Sri Lanka and Bangladesh increases
the corruption level. The result and findings pertaining to the relationship of corruption and
foreign aid of studies conducted by Tavares (2003), Tanzi and Davoodi (1998), Shang Jin Wei
(1997a), Shang Jin Wei (1997b) Lane and Tornell (1996), Alesina and Foster (1999), Jacob
Svenson (2000) and Tanzi and Davoodi (1997) coincide with the results of this study. The results
of all this authenticate the claim of non-extensionist school of thought i.e. foreign aid to selected
South Asian countries increases corruption and hampers economic growth.
Table 5.6:
Estimation Results Of Corruption-Foreign Aid Model
Dependent variable: Corruption
Independent
RE
OLS
FD
variables
6.518862
4.721472
6.518862
Constant
(0.000)
(0.000)
(0.000)
-.3786064
.1714812
-.3786064
PCODA
(0.000)
(0.309)
(0.000)
-1.002352
-.6686454
-1.002352
BQ
(0.000)
(0.000)
(0.000)
3.107367
1.821784
3.107367
EDU
(0.017)
(0.133)
(0.017)
-.0061189
-.0150177
-.0061189
INF
(0.690)
(0.304)
(0.690)
0.5154
R-Squared
0.5154
0.2373
No. of periods
27
27
27
No. of countries 4
4
4
No.
114
114
of 114
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Foreign Aid Effectiveness, Corruption and Economic Growth: A case study of selected South Asian countries
(Muzammal Afzal)
observations
Research Limitations:
As mentioned in that there are no official statistics of corruption for any country in the world,
understandably so. Different data sets are generated on the basis of surveys conducted about the
perception of businessmen, citizens and government officials about the levels of corruption.
Some examples of corruption index is Transparency International corruption index, World Bank
corruption index and ICRG corruption data set. All these data set are based on the perception of
individuals about corruption hence are not the authentic statistics.
Policy Implications:
As the results of numerical analysis of relationship between foreign aid, corruption and economic
growth, has shown that foreign aid has a significant and positive impact on corruption. This study
has concluded that foreign aid to the four recipient countries of South Asia provided an
opportunity to political leaders, bureaucracy and fund managers to misuse the allocated foreign
aid. The study also provides the theoretical analysis of the motives of donor behind foreign aid
allocation. It is evident that foreign is not provided with the sole purpose of development in the
recipient country. However, this study recommends that capital transfers provided to the recipient
countries should be tied with conditions and a rigorous system of accountability. Donor shall
allocate the capital transfers to the countries with the conditions of improvement in human
development. Recipient countries shall develop a mechanism of oversight and accountability to
achieve welfare with the foreign aid.
Further Areas of Research:
This study has covered the various theoretical and analytical aspects of foreign aid i.e. definitions
and basic concepts of foreign aid, historical background, statistics of foreign aid, motives of
donors and recipients, literature review and numerical analysis of relation between foreign aid,
corruption
and
economic
growth
for
four
South
Asian
countries.
Some of the dimensions for future research are identified below:
Most of the aid effectiveness studies does not incorporate the motives of donor and recipient of
foreign aid. To 90nalyse the full impact of aid on economic growth in South Asia, a complete
analysis of aid effectiveness combining donor’s interest and recipient needs will be a valuable
addition in the literature. Researcher recommends the scholars interested in 90nalysed90 the
development sector and foreign aid should look into micro-level impact of foreign aid. Instead of
examining impact of aggregate aid directly on growth or development, aid impact can be checked
on different sectors to which aid is allocated and who are major contributors to economic growth
such as aid to production sector, social sector, for infrastructure development etc.
This study has used an index to measure the corruption in the recipient country. To 90nalyse the
aid-corruption-growth nexus more effectively, there is a dire need of research on development of
updated
and
effective
tools
to
gauge
the
corruption.
Focusing and 90nalysed90 the factors behind failure of foreign aid to achieve its goal of
development is an important area of research for the scholars who want to work in this paradigm.
Aid’s effectiveness should also be investigated jointly with governance level and/or transparency
and accountability of the region and/or institutional quality of the region and/or democracy level.
Present study has 90nalysed the impact of aid on economic growth with special reference to
corruption in South Asia and overleaped too many issues that should be addressed in future.
90
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
To have a complete analysis of the impact of aid on economic growth and development of
recipient countries, aggregate aid data should also be 91nalysed by disaggregating it into different
components i.e. grants, loan, short term impact aid, project aid etc.
With change in the concept of development from mere increase in nuanced growth to also
reduction in poverty and improved human development, future research should employ more
realistic welfare indicators to measure genuine wealth than measuring mere GDP or growth to
check the impact of aid.
6. CONCLUSION
This study explores the effect of foreign aid on corruption and economic growth for four SouthAsian countries namely, Sri Lanka, India, Pakistan and Bangladesh. These countries were chosen
on the basis of the rampant amount of foreign aid they receive, the status of corruption and
economic growth in the above said countries. As found in prevalent researches done in this regard
such as studies conducted by Fayissa and El-Kaissy (1999), Dowling and Hiemenz (1982),
Burnside and Dollar (2000) and Levy (1998), Tavares (2003), Tanzi and Davoodi (1998), Shang
Jin Wei (1997a), Shang Jin Wei (1997b) Lane and Tornell (1996), Alesina and Foster (1999),
Jacob Svenson (2000), Tanzi and Davoodi (1997) found positive and significant relation between
foreign aid and corruption, foreign aid’s negative impact on corruption and economic growth, this
study also concludes that foreign aid when bypassed unchecked becomes a source of
exacerbating corruption in the recipient country which rather than contributing to a country’s
economic growth, damages it. The results of estimation in the study are the main source of this
conclusion. Literature review states that foreign aid is a donor-agenda based fund allocated to
developing countries. As evident, the agenda based funding has several political and economic
reasons behind it involving many powerful authorities in between, which becomes a source of
degeneration for the economy of recipient country. Not only donors, but the recipient countries
also vie foreign aid as an easy access to a wholesome amount, which becomes the reason for
increased corruption on the recipient country eventually targeting the economic growth of that
country. The results of this study are in alignment with the non-extensionist school of thought and
further affirms its claim that, the foreign aid propels a negative impact on the administration and
development of the recipient country. The study takes into account the fundamentals related to
foreign aid allocation which are often neglected. The study concludes that, the foreign aid
mechanism which at large remains unchecked or is strategically ignored by donor countries and
recipient countries, leaves the economy of the recipient country vulnerable to deterioration. The
study suggests that capital transfers provided to the recipient countries should be tied with
conditions and a rigorous system of accountability. Donor shall allocate the capital transfers to
the countries with the conditions of improvement in human development and good governance.
Recipient countries shall develop a mechanism of oversight and accountability to achieve welfare
with the foreign aid.
91
Foreign Aid Effectiveness, Corruption and Economic Growth: A case study of selected South Asian countries
(Muzammal Afzal)
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Potential Effects of Geopolitical Risks on Financial Markets in Turkey
Nuray TERZİ1
1. INTRODUCTION
In recent years, geopolitical risks have increased on global economy and geopolitical
volatility has become a key driver of uncertainty. Tensions in these areas such as
protectionism and trade wars have started to affect on global macro economic performance
as well as on financial performance. On one hand, growth in trade openness and global
output has started to slow down, and on the other hand, economic crises have continued
certain emerging market economies. Moreover, both real sector and financial sector have
been affected by these risks.
Turkish economy is also influenced by these developments in geopolitics environment.
After financial liberalization in 1980’s, Turkish economy became more open economy, and
financial markets depend on very strictly its global economic environment. This led to
financial markets to be more sensitive and also vulnerable against geopolitics factors.
Financial markets are the most significant factors of development in countries. Therefore,
it is essential to understand the impact of geopolitics developments and its result for
Turkish economy. In this context, this study aims to analyze the potential effects of
geopolitical risks on financial markets in Turkey.
In order to achieve this aim, following section will give an overview of geopolitics and
geopolitical risks and focus on the impact of geopolitical risks on the global economy.
Next section will analyze to potential effects of geopolitical risks on financial markets in
Turkey. Last section will give a conclusion.
2. AN OVERVIEW OF GEOPOLITICS AND WORLD ECONOMY
Historically, geopolitics has been used to describe the practice of states to compete and
control for territory. However, in recent decades, the events such as nongovernmental
organizations, political parties and corporations have also been classified as element of
geopolitics. Therefore, the term of “geopolitics” includes series events with a wide range
of reasons and results, from climate change to terrorist attacks, from Global Financial
Crisis to Brexit (Caldara and Iacoviello, 2018).
Geopolitics analyzes the relationship of people with the land they live on. This relationship
includes military, political and commercial relationship. Term also contain power and
competitions in among regions. Additionally, the term of geopolitics concludes political
movement and secret armed groups (Boniface, 2018).Geopolitical risks also define as the
risk related with, terrorist acts, wars and tensions between countries that affect
international relations (Caldara and Iacoviello, 2018). Understanding geopolitics risk is
significant in a world that has become more connected thanks to the rise of globalization
1
Marmara University, Department of Economics
96
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
and rapid advances in communications. When building and maintaining a portfolio
investment, every investor should take risk into account and that is why is wise to have at
least a nodding familiarity with geopolitical risks around the world (Morrison, 2019). Short
term volatility from geopolitical surprises and risks can also provide some unexpected
opportunities to buy up beaten-down securities. However, geopolitical risk has also the
potential to move markets very aggressively in short term periods.
In last two decades, the global economy has been through a complex period. Growth in
trade openness has stagnated, and protectionist measures have increased. Additionally, we
have seen a political backlash against free trade and globalization in developed countries,
including a slowdown in international trade (Burrows et.al, 2017).
There are several factors for these negative events. On one hand, the effect of the
information technologies and bubbles in stock exchange has had a negative effect on
investment as well as on business. On the other hand, negative shocks have further
undermined confidence, such as September 11, other geopolitical tensions – in particular
the conflicts in Iraq and Afghanistan. All these factors have created a negative
environment on global economy and have led to higher risk. Moreover, financial crises
have continued to become main emerging market economies, such as Turkey and
Argentina (Caruana, 2003).
Both the financial sector and real sectors have been affected by this series of events.
Especially, capital markets have suffered a negative environment in the world. The falling
stock prices has declined aggregate demand, although in many economies this negative
wealth effect has been offset, at least partially, by a buoyant home market (Caruana, 2003).
Researchers have built barometers of geopolitical risk to help investors measure and tackle
the instability brought about by geopolitical events. Geopolitical Risk Index (GPRI) was
developed by Dario Caldara and Matteo Iacoviello (2018). They built a monthly index for
geopolitical risks by counting the occurrence of words associated to geopolitical risks in
popular international newspapers. The GPRI spikes around the Gulf War, after 9/11,
during the 2003 Iraq invasion, during the 2014 Russia-Ukraine crisis, and after the Paris
terrorist attacks.
The GPRI reflects automated text-search results of the electronic archives of 11 national
and international newspapers:, The New York Times The Guardian Chicago , Financial
Times, Tribune, The Boston Globe The Daily Telegraph Los Angeles Times The Globe
and Mail, The Times, The Wall Street Journal, and The Washington Post.
Figure 1 shows geopolitical risks index which is developed by Caldara and Iacoviello. The
adverse effects of geopolitical risk are mostly driven by the threat of adverse geopolitical
events. As following the figure, geopolitical risk rose dramatically in the early 1980s,
1990’s and has followed upward since the beginning of the twenty first century.
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Potential Effects of Geopolitical Risks on Financial Markets in Turkey (Nuray TERZİ)
Figure 1. Geopolitics Risk Index
Source: https://www2.bc.edu/matteo-iacoviello/gpr.htm#data
During the 1980’s, geopolitical risks include TWA Hijacking (1985) US boms Lybia
(1986), Achille Lauro hijacking (1985), Rome & Vienna terror attacks (Dec27) January 01,
1986, Tear down wall speech June 01, 1987, Mecca incident August 01, 1987. During the
1990’s, GPRI cover Kuwait Invasion, August 01, 1990, Gulf War January 01, 1991,
Gorbachev ousted August 01, 1991, Iraq disarmament crisis 1998 February 01, 1998, 1998
U.S. embassy bombings August 01, 1998, Escalation Kosovo War April 01, 1999 and in
2000’s, GPRI include “9/11” September 01, 2001, “October 2001” October 01, 2001, Iraq
Invasion March 01, 2003, ISIS escalation January 01, 2015, Paris Attacks November 01,
2015.
3. POTENTIAL EFFECTS OF GEOPOLITICAL RISKS ON TURKEY
3.1 Geopolitical Risks and Turkey
Geopolitical risks may adversely affect Turkey as well as the world economy. Because of
more open economy, Turkish economy is more connected to the word than before. After
1980, several events which have affected to Turkey’s economy are given in the following
table.
Table 1. List of Events in Turkey
14-Apr-87
2-Aug-90
16-Jan-91
28-Feb-97
15-Feb-99
11-Sep-01
20-Mar-03
15-Dec-04
3-Oct-05
11-Dec-06
7-Jun-15
10-Oct-15
Turkey applies for EU membership (application)
Turkey
Iraqi invasion of Kuwait
US coalition launches Gulf War
Post-Modern Coup
Capture of Ocalan
WTC Terror Attacks
US invasion of Iraq
EU announces accession talks to start in 2005
Turkey begins EU accession process
EU halts accession process
Parliament elections with Kurdish party
Ankara bombings
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
24-Nov-15
Turkey shoots down Russian jet (beginning
1-Jun-16
Turkey shoots down Russian jet (end)
15-Jul-16
Failed Coup
Source: Petrov, Hentov and Zumbo(2018).
The figure below shows GPRI and GPRI for Turkey. When geopolitical risks increase,
GPRI for Turkey has also heightened. Especially, geopolitical risks have increased in the
end of the 1980s, in the beginning of 1990’s and in the early 2000s. In 1980’s, Turkey had
applied for EU membership. During the 1990’s, GPRI include the Iraq invasion, Ocalan’s
capture and Gulf War. In the beginning of 2000’s, GPRI include the World Trade Center
attacks, US invasion of Iraq and EU process.
World GPRI
Figure 2. GPR Indexes and Turkey
Source: https://www2.bc.edu/matteo-iacoviello/gpr.htm#data
Figure 2 shows that geopolitical risk in world economy and in Turkey move together.
Therefore, geopolitical risks are a significant factor that should be monitored. All
geopolitical movements should be followed up by investors and policy makers to analyze
the impact of geopolitical risks on economies and markets. Following section presents
potential impact of geopolitical risks on financial market in Turkey.
3.2. Potential Effect of Geopolitical Risks on Financial Markets
Caldara and Iacoviello (2018) also conclude that higher geopolitical risk declines
economic activity, stock returns, and leads to flows of capital from developing economies
to developed economies. They also point out that higher risk leads to lower stock returns in
tandem with increases in VIX and higher corporate spreads.
Geopolitical risks can also adversely affect financial markets and lead them unstable in
Turkey. In order to analyze the effects of geopolitical risks on financial markets, money
market indicators, capital market indicators, confidence and volatility indicators have been
used in this study. GPRI has been provided by Caldara and Iacoviello, and other variables
were provided by Turkey Data Monitor (TDM). Data includes several periods between
1987 and 2018, monthly.
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Potential Effects of Geopolitical Risks on Financial Markets in Turkey (Nuray TERZİ)
In the first stage of study, indicators were selected and organized by using Turkey Data
Monitor Program. Real Exchange Rate Index, bank credits and interest rates were used to
understand the effects of the money market. Portfolio investments, BIST 100 and subindices (financial, industrial, services and technology) have been utilized for effects of
geopolitical risks on capital markets. Additionally, economic confidence index and
volatility have been compared with GPRI. In the second stage, the trend of selected
variables was calculated by using analytical tools. Finally, GPRI was compared by index
performance of selected variables. If there is a change in the variables of the financial
markets during the higher geopolitical risk index, this means that geopolitical risks can
have negative effects on the financial markets.
Money Markets
Figure 3 shows the correlation between the GPR data and the development of REER Index
since 1994. According to this figure, there is a relationship between GPR and REERI.
When GPRI increased, REERI decreased. In other words, Turkish Lira depreciated
compared to other currencies during the geopolitical risks. These periods are between 2002
and 2003, and 2018. On the other hand, when geopolitical risks have decreased, TL
appreciated, for example, between 1994-1998 and 2007-2011.
Figure 3. Real Effective Exchange Rate and Geopolitical Risks
Source: Caldara and Iacoviello (2018) and TDM
Bank loans are one of the most important sources of financing for SMEs. Bank loans are
expected to increase in periods when the risks decrease, and bank credits will tend to
decrease in the periods when the risks increase. In Turkey, bank credits continued on an
upward trend in periods when geopolitical risks decreased. These terms are between 2006
and 2009, and in the end of 2018.
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
Figure 4. Bank Credits and Geopolitical Risks
Source: Caldara and Iacoviello (2018) and TDM
Interest rates are one of the important indicators of money markets. It can be seen the
impact of geopolitical risks on interest rates, primarily. Interest rates have increased at the
beginning of the 2000s. During this period, geopolitical risks has increased. At that time,
there was a world trade center attacks. In later years, the effect of geopolitical risks has
decreased and followed a stable trend and interest rates in Turkey have also stagnated at
that time.
Figure 5. Interests Rates and Geopolitical Risks
Source: Caldara and Iacoviello (2018) and TDM
Capital Markets
Portfolio investments are investments made by savings holders in the form of stocks
and bonds. It is seen that portfolio investments have entered the country during the
periods when geopolitical risks were low, and have exited from the country when the
geopolitical risks increased. Portfolio investments between 1992 and 2001 have
increased, and geopolitical risks remained at the lower level. However, geopolitical risks
have increased in 2002, and portfolio investments decreased in this period.
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Potential Effects of Geopolitical Risks on Financial Markets in Turkey (Nuray TERZİ)
Figure 6. Portfolio Investments and Geopolitical Risks
Source: Caldara and Iacoviello (2018) and TDM
The effect of geopolitical risks can also be seen on stocks. Geopolitical risks were effective
on BIST-100 especially after 2000. Until this time, the BIST-100 was a rather shallow
market. After 2000, when geopolitical risks index has increased, the value of BIST-100
index has decreased in 2005, 2006, 2008 and 2013. BIST-100 has continued to rise in the
period when geopolitic risks were low, for example between 2006-2008 and 2009-2012,
2013-2018.
Figure 7. BIST 100 and Geopolitical risks
Source: Caldara and Iacoviello (2018) and TDM
Geopolitical risks may affect certain industries more than others. BIST service, industrial,
financial and technological indices were used to measure the effect of geopolticis risks. As
you can see following figures, geopolitical risks were more effective on the BIST financial
sector. The stocks in banking sector (BIST-F) and the stocks related to the industrial sector
(BIST-I) were more sensitive to geopolitical risks. They are quitly volatile. However, it can
be said that the services sector (BIST-S) and technological stocks (BIST-T) are less
sensitive to geopolitical risks. (Figure 8)
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Figure 8. BIST Sub-Sectors and Geopolitial Risks
Source: Caldara and Iacoviello (2018) and TDM
Investment funds was created by the use of many different financial instruments.
Investment funds in Turkey shows a declining trend when geopolitical risks decrease
between 2006-2007 and 2013-2014. Additionally, investment funds increases when
geopolitical risks decrease as in 2005, 2016 and later (Figure 9).
Figure 9. Investment Funds and Geopolitical risks
Source: Caldara and Iacoviello (2018) and TDM
Volatility
Volatility is the fluctuation of a certain product in the price of financial markets over a
period of time. It is usually measured by standard deviation. Generally, volatility is high
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Potential Effects of Geopolitical Risks on Financial Markets in Turkey (Nuray TERZİ)
in periods of uncertainty. When geopolitical risks also declined and volatility has also
decreased after 2003. A similar trend has been shown during 2013 (Figure 10).
Figure 10. Volatility and Geopolitical Risks
Source: Caldara and Iacoviello (2018) and TDM
Confidence
Economic Confidence Index is a composite index that summarizes the evaluations,
expectations and tendencies of consumers and producers regarding the general economic
situation. The index consists of weighting of sub-indices of consumer confidence index
and seasonally adjusted real sector (manufacturing industry), services, retail trade and
construction confidence indices. The fact that the economic confidence index is greater
than 100 indicates the optimism regarding the general economic situation, and the fact that
less than 100 indicates the pessimism about the general economic situation. As can be seen
from the figure below, while the geopolitical risks has increased, the economic confidence
index has decreased. In times of geopolitical risks has declined, the economic confidence
index was above 100.
Figure 11. Economic Confidence Index and Geopolitical risks
Source: Caldara and Iacoviello (2018) and TDM
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4. CONCLUSION
This paper has mainly aim to analyze the potential impact of geopolitical risks on financial
markets in Turkey. Result of this study indicates that GPRI have potential impacts on
financial markets in Turkey. All indicators (money, captial, volatility and confidence) have
been affected by GPRI, negatively. When considered in conjunction with market
conditions, GPRI can be used to optimize the investment decision making. Additionally,
GPR index, if they are studied, it will give similar result for other developing countries. In
order to reduce the impact of risks, the integration of financial markets should promote
both competition and transparency and should enhance liquidity. Additionally, efficient
risk management should be strenght among financial actors. Finally, there should be strong
collobaration and coordination among both developed and developing countries.
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Potential Effects of Geopolitical Risks on Financial Markets in Turkey (Nuray TERZİ)
REFERENCES
Bonface, Pascal (2018), Herkes İçin Jeopolitik, Çev. M. Guaye, F. B. Süverdem, Erdem
Yayınları, 2018.
Burrows, M. Bohl, D. K. and Moyer, J.D. (2017) “Our World Transformed: Geopolitical
Shocks and Risks”, Atlantic Council, April, Zurich.
Caldara, D. and Iacoviello, M. (2018) “Measuring
https://www2.bc.edu/matteo-iacoviello/gpr_files/GPR_PAPER.pdf
Geopolitic
Risk”,
Caruana, J. (2003) “The Impact of Geopolitical Events on The World Economy”, BIS
Review 31, Speech, 27 June, at the International Securities Market Association Annual
General Meeting, Madrid.
Morrison, M (2019) “What is Geopolitics Risk and Should Investor Worry”,
https://www.finpipe.com/what-is-geopolitical risk-and-should-investors-worry/
Petrov, a, Hentov, E. and Zumbo, F. (2018) How Does Geopolitics Affect Financial
Markets, State Street Global Advisors, August.
Turkey Data Monitor (TDM), Data Statistics, www.turkeydatamonitor.com
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Recommendations for Fiscal Policies In Light of the 2008 Crises Effects
Tuğba Demirtaş1
Prof.Dr. Çiğdem Berna Kocaman2
1. INTRODUCTION
When the 2008 crisis broke out, its effects were widespread and not limited to the
source. In the process of the crisis, the monetary policy alone failed and the
importance given to fiscal policy increased. As well as the damage caused by the
crisis, the policies that spread over the years have been influenced by the effects of
the crisis. It is clear that the steps taken today are determinant by the monetary,
financial and structural situation. In this study, after the structure that has been
shaped by the crisis to the present day, an evaluation will be made about the
suggested solutions that are emphasized in the literature.
Although it has been a long time since the 2008 crisis, its spread over a large area has
determined the effects of the policies implemented and the policies of today. In
particular, it played an important role in shaping monetary and fiscal policies.
After the crisis, the insufficiency of monetary policy emerged and the importance of
fiscal policy has increased. With the onset of the crisis, it is known that the monetary
expansion programs are in succession, the interest rates are lowered and the
insufficiency of the Central Bank’s purchasing interventions is revealed. While a
series of expansionary fiscal policy measures were taken to stimulate the shrinking
demand and falling growth, this was also considered as the re-activation of fiscal
policies.
From 2010 and onwards, the states that want to solve the problem of budget and debt
have started to consolidate. All these processes have made the effects of the crisis
clear in the long term on the monetary, financial and structural level. Therefore,
when evaluating the crisis, it is useful to divide periods 2008-2010 and 2010 to
present with the effect of consolidation policies included.
Of course, the impacts of the crisis can be evaluated from many different perpectives
and data. It is known that even in the literature each critic has adopted some specific
perspectives. However, certain general facts shed light on the reality can’t be
ignored.
In this study, general government data like gross debts, revenues, expenditures, fiscal
balances and social spendings, unemployment rate, powerty rate, GINI coeficients,
tax rates and tax compositions, growth rate, money indexs, price indexes and interest
rates will be evaluated from crises to today. These data in general draws the attention
on the income and expenditure items of the states, social welfare, growth-debt
1
Ankara University, Fiscal Policy Department, Phd. Student, e-mail:
[email protected]
Ankara University, Fiscal Policy Department, Head of Department,
e-mail: C.Berna.Kocaman.law.ankara.edu.tr
2
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composition and monetary policy primarily. Another point is that these processes
have brought about the current problems facing fiscal policy. Considering the
problems caused by the crisis, a number of fiscal policies were also proposed.
Therefore, this study will focus on the problems caused by the crisis and the
presented fiscal policy suggestions.
2. THE EFFECTS OF THE CRISES
The impact of the crisis on the income and expenditure outlook, social welfare,
growth and monetary policy of the states has been evident. Therefore, this section
will focus on the changes in these items.
The pre-crisis, crisis period and post-crisis OECD average shows that the
general government data has not recovered and the increasing indebtedness
has reached an important point. On the other hand, the increasing spending
with the crisis has slightly diminished, but partially offset by increased
incomes. (Graph 1,2) As a result, it is clear that today we have an more
indebted governments with less revenue and diminishing expenditures.
In the period of and after the crisis, it is seen that all expenditures items have
been decreased (excluded social protection and health- even very limited
increase). (Graph 3) On the other hand social assitance data showing that
health and social protection differences are result of over 65 year olds. In
addition it is apparently seeing that all poorers, unemployers and poor
workers getting less assisstance since 2014 and since 2010 process we expend
more for only over 65 year olds. (Graph 4)
Unemployment level along with the crisis has newly reached the pre-crisis
level. (Graph 5) In addition, it is noteworthy that the poverty rate seems
crucial after the crisis period. This situation also shows itself with the high
GINI coefficient in the inequality data. (Graph 6,7) GINI and poverty rate
data also show that the negative effect of consolidation process since 2010.
Also, before reaching even the pre-crises level of unemployment, the
deterioration of this period couldn’t be disregarded.
Although the financial balance problem along with the crisis is expected to
alleviate by tax revenues, it is clear that net result of this choice is a different
tax composition. The most noticeable increase is observed in the income tax
item. Value added tax and product and service taxes from final products have
also rised. In other words, the steps taken to revive the demand channel along
with the crisis ended with the taxes applied to the demand channel. This is
also a determinant of real income erosion. On the other hand, tax revenues
from institutions decreased. (Graph 8)
It can be seen that change in growth has occured with the rise of the current
account deficit and current surplus countries’ increasing private sector and
government debt. Both the current account deficit and the current surplus
countries have a preference for private sector debt and state debt, and in both
cases, household debt is high. While the relatively low private sector and
state debts of the current surplus countries are considered normal, both have
high indebtedness level in current account deficit countries. However, when
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we look at the holistic picture, it is seen that the growing debts are shifted to
the growing economies, and that the most affected group is the household as
the increment of household dept in current deficit countries are three times
more than current surplus countries. This differences on average
approximately 1.3-1.4 times for state and households. However, it is clear
that some countries are affected more by the fact that the data reflect the
average. Other thing is indeptedness become more problematic in three sides
of the current deficit economies. (Graph 9, 10,11) On the other hand growth
reflects that the impact of the crisis has not yet reached the pre-crisis level in
the OECD. (Graph 12)
The most significant impact of the crisis observed in the OECD is falling
short&long term interest rates and increased liquid money supply. It can be
said that the effect of this intervention to revive the market continued in the
process that has been going on until today. (Graph 13,14)
With the effect of monetary expansion, it can be said that there is also an
inflationary effect throughout the OECD. However, the remarkable point here
is that consumer prices increased more rapidly despite the increase in
producer prices. This shows that the price channel is also reflected in
consumer sides. (Graph 15)
In summary, the crisis has had a significant negative impact on the social welfare,
growth and household-private indebtedness starting from the fiscal balance problem
of states. In addition, a significant change was observed in both the tax composition
and the growth components. On the other hand, the inflationary effect caused by the
expansionary monetary policy is also evident. The insufficiency of monetary policy
has been understood during the crisis period and fiscal policies have come into play.
At this point, an evaluation will be made on the main problems while the fiscal
policy is examined before and after the crisis. The final results reflected in the data
are the debt winding in front of the fiscal policy; changing tax composition,
consumer inflation, increasing poverty, declining public services, increasing
household indebtedness, the demand channel suppresses, limited growth in this
scene.
3. RECOMMENDATIONS FOR THE FISCAL POLICY
When the results and fiscal policies of the crisis are analyzed, the need in the current
situation is also revealed. The crisis period revealed that the monetary policy was
insufficient alone and that the necessity of fiscal policy was revealed in the next
process. The effects of the crisis have showed the deterioration of the fiscal balance,
social welfare, growth composition, private-real indebtedness level. Wear in real
income is not only due to increased poverty, unemployment, but also falling social
spending, consumer prices, tax composition, deterioration in growth and increasing
household indebtedness. The effects of the crisis have been solved although the debt
winding in front of the fiscal policy, correcting the deteriorated tax composition,
removing poverty, improving social expenditures, and correcting the problems that
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would be caused by decreasing public services. Although the fiscal policies
implemented after the crisis tried to improve the situation, the point of the fact is that
the demand channel has not been revived as it is seen in the country examples and
data, but in the final case it has been further narrowed. This situation has become
more permanent with the changing tax and spending composition after the crisis. In
summary, the evaluations show that redistribution of the problems faced by fiscal
policy, solution of income inequality, debt spiral, support of production, fair
regulation of taxes, and recovery of chronic deterioration in demand channel. In this
section, an evaluation will be made based on the recommendations in the literature
considering the problems.
With the 2008 crisis, more emphasis has been placed on the disparity in
income inequality and wealth distribution. This point of view, pioneered by Keynes,
emphasized the insufficient demand, not by the interest, but from the speculation and
financial growth problem, despite the excessive production in the times when
everything was normal. On the other hand, while falling investments inflated the
finance, it also reduced employment. Freezing wages and the inequality of income
generated by the increasing finance and richness of the rich and the impoverishment
of the poor became worse. This inequality caused the households to consume more
borrowing and the demand was closed by debt. When the deteriotion of health,
education, social services expenditures and the real income of individuals is taken
into consideration as a whole during this period, total affect of income becomes more
clear. Therefore, the shortage of demand caused by the growing inequality has been
fueled by the finance caused by the erosion of the real production, and has emerged
in the mortage markets as the crisis of demand trying to survive with the debt. From
this perspective of view; beyond financial expansion, financial wrong decisions,
interest policies or non-rational individuals; the increasing inequality and the impact
of this debt seems to the main reasons behind the crisis. Crisis solution policies are
also based on the elimination of this inequality. It supports the role of the state in the
economy to reduce inequality. The primary social policies for overcoming crises are
tax policies that will reduce income inequality with the support of wage growth; they
have introduced suggestions such as wealth tax, determination of unpaid taxes in the
upper segment. They emphasized the importance of a social state structure. The
problem of increasing chronic unemployment, especially in European studies, has
been one of the points emphasized with the fact that fiscal consolidation programs
make this problem more inevitable.
In the event of a crisis in Keynesian perspective, that is to say, in case of a
contraction in a demand, the suggestion is to stimulate private consumption and
investment expenditures, which contract with the state’s fiscal policies. In
deflationist (inflation) periods where demand is less than supply, governments should
increase (reduce) public spending and reduce (increase) taxes. Keynes argues that the
revivalist policy and the revival in demand will increase investments. On the other
hand, he argues that the downward trend in wages, especially in times of crisis, will
not increase the level of employment in all circumstances. Because both labor
productivity and real wages vary depending on the effective demand. States need to
invest in reducing unemployment. According to this, states should control the
effective distribution of the resources for economic growth and development, price
stability and full employment, fair distribution of income and ensuring balance of
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payments. Keynesian economics argues that the state should use policies such as
money, finance, foreign trade and public entrepreneurship. (Aktan, 2004: 10-42, 9497)
Blanchard, one of the pioneers of the new Keynesian movement, also proposed a
Keynesian perspective in fiscal policy. It focused on the financial fragility and the
contagious effect of the crisis. He evaluated the steps taken towards improving the
overall impact of the crises on total demand, growth and finance. Therefore, as an
exit strategy has advocated the development of policies on financial system
deterioration, falling demand and confidence. In addition to the expanding and
liberating impact of monetary policy, he also stressed the importance of the
expansionary impact of fiscal policies that were introduced in this period. (Blanchard
2008); (Blanchard, 2009)
Piketty, on the other hand, evaluated the difficulty in a globalizing and even aging
population, which is even contradictory in that the tax revenues in the 21st century
are even contradictory. On the other hand, it is impossible to collect these taxes at the
same level with the decreases in per capita income. Therefore, a 21st century social
state structure should be made. Because the crisis of 2008 is also a crisis of
globalized wealth-centered capitalism and will not remain as a last crisis unless
increasing inequalities, lack of financial transparency, and other structural problems
are addressed. (Piketty,2014:507-529)
Vanderbroucke emphasized that the negative impact of the crisis on Europe’s social
policies and welfare could not be overcome by current policies, and that a common
and long-term planning was needed. (Vandenbroucke, May 2011);
(Vandenbroucke,2012)
In all these evaluations, the contribution of fiscal policy to inequality, inclusive
growth, production and redistribution mission has come to the forefront. Therefore,
considering the increase in the income need of the states, the problems faced by
fiscal policy will be examined through recommendations on tax policies, social
policies, egalitarian growth, consolidation, foreign trade and real income growth.
3.1. TAX POLICIES
3.1.1. PROGRESSIVE TAX SYSTEM
Although the current taxation system appears to be progressive, the share of taxes on
high income groups is considerably low when the income-tax ratio is analyzed.
Therefore, as a solution to the deterioration in the distribution of income and the
increasing distribution of income in the aftermath of the crisis, a progressive taxation
on income and corporate tax was emphasized. It is aimed to reduce the taxes received
from the poor and to revive the economy by increasing the share of taxes from the
rich. In addition, the positive contribution of the taxation of speculators to the
economy is emphasized. (Stiglitz, 2014: 292-295, 353) Considering that the
deterioration in income inequality has increased gradually, it is also emphasized that
the tax on the income of the person in the upper segment increases both tax revenues
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and equalities, and together with the improvement in the sub-segment with
consumption as a result the growth. It is important to adjust the balance in such a
way that it does not disturb the need for work. (Saez and Diamond, 2011: 165-167)
3.1.2. REDUCING LEGAL CLEARANCES
In a system where there is a certain tax rate, exceptions, exemptions and preferences
are high, corporate tax income is low. One of the recommendations to increase
income is that these gaps should be reduced and balanced with less taxation to
producers, investors and employers than others. It is recommended to cut the hidden
subsidies and expenditures provided to the companies that do not produce. (Stiglitz,
2014: 353) On the other hand, it has become important to eliminate these gaps in
areas where tax evasion is widespread. Although the possibility of tax evasion
increases as the tax rate increases, it can be said that the tax evasion is widespread in
many countries, especially through the use of cash. This rate is increasing especially
in countries where informal institutions are high. Therefore, it is also important that
the legal gaps be completed by taking into account the tax revenues. (Rogoff, 2016:
59-69)
3.1.3. INHERITANCE, WEALTH AND PROPERTY TAX
It is argued that the fragility caused by the deteriorated income distribution and
solidified unemployment can be prevented by taxes that will reduce inequality in
wealth and income distribution. (Roubuni and Minh, 2011: 312-315) It is considered
that by increasing wealth and property tax, determining the unpaid taxes in the upper
segment, income distribution and income need can be eliminated. (Stockhammer,
2016) However, it is criticized for the fact that wealth tax can be purchased only
once and has a negative effect on the saving behavior. (Saez and Diamond, 2011:
179) Stock returns are also taxable suggestions. (Stiglitz, 2014: 354)
3.1.4. INDIRECT TAXES
One of the points that attract attention especially after the crisis is the increased
indirect taxes. The increase in VAT, especially after the consolidation process, is
remarkable. The fact that income inequality becomes more pronounced reveals the
importance of taxation based on the value of the goods consumed, taking into
account the income level. The recommendations in the litigation are to apply more
taxes on luxury goods and products with negative externality (cigarettes, alcohol,
gasoline, etc.). These suggestions are also developing towards narrowing the
consumption tax base. In any case, the necessity of indirect taxation of taxation
taking into account the distribution of income on a global scale is also revealed.
(IMF, October 2017: 9-20)
3.1.5. TAXATION OF FINANCIAL SYSTEM
It is emphasized that the financial burden of the financial sector can be met with the
taxes applied to the financial sector. In particular, tax policies have come to the
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forefront in the importance of control mechanisms for the prediction that interest
increases caused by the capital race and the effects of speculations on the country’s
crises will continue. Transaction tax, financial taxation and taxation of financial
services are among the recommendations. The capital gains tax should be imposed
on the entry and exit of the capital movements through taxes or restrictions. In
particular, the taxation of short-term capital movements and the Tobin tax were
emphasized. (Stiglitz, 2010: 335); (Stiglitz, 2014: 290-291); (Altvater, 1997);
(Altvater, January-2009) On the other hand, it is considered that the financial
transaction tax may reduce the negative risk of financial market and the negative
effect of financial instruments on long-term growth. Negotiations were also held
within the European Union on this issue, but could not be implemented due to
disapproval of all members. (Vilasenko, 2016) On the other hand, this increase in
taxation costs is not preferred due to the negative effect of capital inflows, liquidity
and investments. (Harris, Ritter and Scaefer; 2014) However, taxation of finance, if
global, is a good option for falling tax revenues and is still considered as an
alternative to avoiding risk and speculation.
3.1.6. TAXATION OF NEGATIVE EXTERNALITIES
It is also emphasized that the primary preference of tax is not from production but
from negative externalities. In particular, applications that pollute the environmentsuch as air and water pollution from oil, gas, chemical production- from obesity
products such as alcohol, tobacco, etc. more taxes are recommended. (Stiglitz, 2014:
291-292); (Bulbul, 2012)
3.2. SOCIAL POLICIES
Although the impact of social policies on social welfare has been emphasized, the
impact of these policies on increasing inequality and real income erosion from the
crisis to the present has begun to be of great importance. This is because the states
have chosen to use social space as the first area to be saved, especially the
consolidation policies and the importance given to this area by the impact of the
crisis. For this reason, the lack of social policies, which have actually started to
become a global problem, emerges as a contractionary effect on the demand channel,
which is especially aimed at increasing the crisis period. This issue has also been
mentioned in the literature.
The negative impact of the crisis on increasing unemployment, decreasing social
policies and decreasing demand, and the need to produce solutions in the global
sense. (Stiglitz, 2014). On the other hand, supported by the data it is clear that
reducing the financial expenditures for the households will lead to the need for more
financial support in the long term. (Roubuni and Minh, 2011; 312-315)
In addition, it is seen that social state debates will continue in current revenues
condition where at the same time expenditures are almost half of national income. In
particular, the crisis and then the problems of consolidation in the agenda of the
social assistance has opened the debate. (Piketty, 2014; 507-529) There are also
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evaluations covering the common policy proposals for increasing social policies in
European studies. (Vandenbrouche, May 2011) In this context, suggestions on
education, health and social security policies were examined.
3.2.1. ACCESS TO EDUCATION
In order to improve the increasing inequality and income distribution, it is also
emphasized that the support to education should be improved and than income level
can be supported in the long term. Particularly in countries where paid education is
common, it is important to ensure access to education for the poorer population.
(Stiglitz, 2014: 354-355)
3.2.2. HEALTH AND SOCIAL PROTECTION POLICIES
Access to health services and the fact that drug costs are difficult to access especially
for lower income groups further increase the real income drop and income inequality.
For this reason, it is emphasized that social security policies such as health system,
and unemployment insurance should be improved. (Stiglitz, 2014: 355-356)
Considering the increasing number of poor people, it was also determined that the
effects of selective expenditures on health centers and health services would be
larger rather than direct expenditures on hospitals. (Davoodi, Tiongson and
Asawanuchit, 2010: 27-38)
3.3. EQUAL GROWTH STARATEGY
With the growth composition deteriorating on the causes of the crisis and the new
models created by the debt / finance-driven new growth model, there was increasing
household indebtedness. For this reason, another problem raised by the crisis is the
growth composition and excessive indebtedness. Suggestions to this effect on fiscal
policy are also a solution to these problems. In addition to bringing the effects of the
2008 crisis to an unsustainable indebtedness, the impact of the growing
financialization since the 1980s increased consumer loans and brought about fiscal
tightening and welfare restrictions. The data show that the standards of collective
living have decreased and class inequality has increased. For this reason, it is seen
that sustainable economic growth will be provided if alternative economic and social
strategies bring permanent solutions instead of temporary ones. (Gough, 2011) It is
thought that the inclusion of growth can be ensured through fiscal policies that
support social welfare and employment. It is emphasized that the importance of the
incentives provided by the government through the spending channel towards the
investment and employment increasing production. (Stiglitz, 2014: 362-363)
3.4. CONSOLIDATION POLICIES
Consolidation policies have a negative impact on employment, growth and demand
rather than constructive and budgetary restorative effects. In particular, the
indebtedness and growth of the PIIGS countries, which are obliged to consolidate
with increased indebtedness, shows that this strategy increasing the risk instead of
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reducing the debt. The suggestion of this condition is that negative effect of
consolidation can be balanced with growth-enhancing incentives which debt can be
closed to the extent spread over time. (Blyth, 2017: 15-22) It is emphasized that the
multiplier effect that will occur in case of the distribution of state expenditures to
production and investments will be more than the contractionary effect of interest
which is increased with inflationary effect. This is because the impact of such a
policy on increasing investments, employment, growth and tax revenues will have a
multiplier effect. Here, the necessity to rectify the deterioration in the demand
channel before and after the crisis has been revealed that the demand policy should
be prefential than supply policy. For this reason, in the plane where the spending and
consumption channel is shrinking with increasing inequality, the austerity policies
make the situation more inevitable. (Stiglitz, 2014: 311-313) It is seen that the
problems of consolidation, which are brought to the agenda especially after the crisis,
will open up the social problems. (Piketty, 2014: 507-529)
Another assessment is that the austerity policies applied to reduce the debt after the
financial crisis prevent economic growth and turn the crisis into a winding. As a
result of the crisis, the real economy crisis, which stood still with the economic
performance and unemployment rate, the risk of not being able to find credit from
banks, and the debt default that was created by the effect of the taxes raised by the
states as a last resort, became a general problem. (Streeck, 2016)
3.4. FOREIGN TRADE POLICIES
The fact that countries are divided into two with a surplus of savings and deficiencies
brings about new crises and imbalances, also reveal the necessity to make more
investments especially in the countries in need. The comment made in this context is
a recommendation to the criticism of the current account imbalances effect on crisis.
(Stiglitz, 2010)
3.5. INCREASING REAL INCOME
It is known that tax and social policies aimed primarily at removing the
impoverishment strategy in real incomes did not go to a significant increase. In this
context, the inadequacy of the measures taken by fiscal policies on a global scale has
been revealed. The IMF report also drew attention to this fact and the creation of
Universal Basic Income (UBI) was also emphasized. It has brought to the agenda a
wide-ranging fiscal policy that includes support for the whole community, including
support in many areas such as child benefit, social benefits, tax strategies, wage
incentives, education and health. Nevertheless, the financing of such an arrangement
is subject to debate on the level of countries that continue to borrow. (IMF, October
2017)
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4. CONCLUSION
It is seen that some of the problems faced by the fiscal policy since the 2008 crisis
have become more chronic. The increase in indebtedness, impoverishment and
income inequality in the real, public and household spiral became evident. There was
a significant change in the composition of taxes and the distribution of taxes. This
situation has highlighted the mission of redistribution of fiscal policy, solution of
income inequality, debt spiral, production support, fairer tax regulation, recovery of
chronic deterioration in demand channel on both local and global level. In other
respects, it is clear that the policies implemented should support the deterioration of
the demand channel in the long term and should be more selective.
The proposed fiscal policies are in fact a solution of these problems. The most
controversial issue is to support the increase in tax revenues by providing a fair tax
system and to eliminate poverty and real wage wear, which become a structural
problem. Considering income inequality in the current system, the issue of taxation is
disproportionate with the income level and the progressive rate system is not applied
in a real sense. Furthermore, the existence of legal gaps has made the issue of tax
evasion constantly controversial. Two solutions are noteworthy. First, taxation of the
upper income segment to more efficient asset, wealth and property tax oriented.
Second, taxation of more risky and negative than production processes. The financial
transactions, which are criticized as central to the crisis, are expected to be taxed on
the one hand and on the other hand taxation of the items causing negative externality
is required.
The debates on the deterioration of real income and demand channel have led to
criticism on both taxation strategies and social policies implemented. This also
brought about proposals for changes in the growth strategy, responses to
consolidation policies and global real income policy. In the taxation strategy,
relatively rapid increase in income and indirect taxes began to suggest alternatives.
The priority of preference for goods with luxury goods and negative externality is the
point of indirect taxes. Additionaly, the cost of reducing education and health
policies in the long term is emphasized. Considering the effect of increasing the
income level of education, it is thought that the deterioration in income distribution
will become more chronic with the support of the states. In health expenditures, the
importance of supporting those who cannot reach these services is emphasized. In
fact, all these suggestions are policies that can alleviate the debt spiral behind the
deteriorating growth composition. Therefore, the issue of egalitarian growth has been
discussed in the recent period. In a report on inequality, the IMF has even stopped
the determination of a universal income level and accepted the chronic problem.
However, this subject seems not to be dealth with critically yet.
Within the framework of these evaluations, the problems faced by the fiscal policy
from the crisis to the present day have become more complicated. However, although
the problem of fiscal space and increased indebtedness have increased in general
terms, some countries are in a much worse situation. In particular, foreign trade
policies have been proposed to overcome this imbalance. Therefore, problems need
to be solved more globally than local plane and more selectively.
116
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
GRAPHS
Graph 1: OECD Average General Government Data (Percentage of
GDP)
2007
2009
2017
80,9
69,1
55,4
42,0
Gross Debt
41,3
41,6
Revenues
41,3
46,8
42
Expenditures
Source: OECD, May 2019
Graph 2: OECD Average General Government Data (Percentage of
GDP)
Fiscal Balance
0,7
-0,5
-5,4
2007
2009
2017
Source: OECD, May 2019
Graph 3: OECD WA_ Change in the structure of general government
expenditures by function_2007-2016
117
Recommendations for Fiscal Policies In Light of the 2008 Crises Effects (Tuğba Demirtaş and Prof.Dr.
Çiğdem Berna Kocaman)
Environment
Recration,Culture,Religion
Economic Affairs
Public Order&Safety
Defence
General Public Services
Housing and Communitiy Amenities
Health
Education
Social Protection
-1,5
-1,0
-0,5
0,0
0,5
1,0
1,5
2,0
2,5
Source: https://data.oecd.org/gga/central-government-spending.htm
Graph 4: OECD Average Number of People Taking Social Assistance
(2006-2016)
65+ Population
Poor Working
Unemployment
Poor Population
6.0
5.0
4.0
3.0
2.0
1.0
Source: https://data.oecd.org/
118
2016
2015
2014
2013
2012
2011
2010
2009
2008
2007
2006
-
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
Graph 5: OECD Average Unemployment Rate
Unemployment Rate
8,31
8,1
7,94
7,94
7,88
7,36
6,77
6,33
5,93
5,77
5,6
2018
2017
2016
2015
2014
2013
2012
2011
2010
2009
2008
2007
5,3
Source: OECD, May 2019
Graph 6: OECD Average GINI Coeficient
GINI
0,315
0,310
0,310
2012
0,310
2011
0,313
0,314
0,313
0,305
0,303
Source: OECD, May 2019
119
2016
2015
2014
2013
2010
2009
2008
2007
0,298
Recommendations for Fiscal Policies In Light of the 2008 Crises Effects (Tuğba Demirtaş and Prof.Dr.
Çiğdem Berna Kocaman)
Graph 7: OECD Average Powerty Rate
Powerty Rate
0,120
0,118
0,114
0,111
0,109
0,108
0,104
0,111
0,104
2016
2015
2014
2013
2012
2011
2010
2009
2008
2007
0,103
Source: OECD, May 2019
Graph 8: OECD Average Tax Rates (Percentage of GDP)
2007
2009
2016
10,6 10,3 11,0
8,2
7,8
8,2
6,5
3,6
Personel Income
2,6
6,2
6,8
2,9
Corporate Profits Good and Services
Source: OECD, May 2019
120
Value Added Tax
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
Graph 9: OECD Average Household, Private&Government Debt
(Percentage of GDP)
2006
2009
2018
218,8 220,0
187,6
118,8 127,3 130,6
70,4
58,0
81,4
Household Debt
(% of net dsp.in)
General Government
Private Sector Debt
Source: OECD, May 2019
Graph 10: 2006-2018 Debt Differences in Current Account Surplus and
Deficit Countiries
Source: OECD, November 2019
121
Netherlands
Switzerland
Ireland
Germany
Norway
Household Debt
Denmark
Slovenia
Luxembourg
Korea
Japan
Iceland
Italy
General Government Debt
Israel
Austria
Estonia
Spain
Sweden
Portugal
Czech Republic
Lithuania
Private Sector Debt
Recommendations for Fiscal Policies In Light of the 2008 Crises Effects (Tuğba Demirtaş and Prof.Dr.
Çiğdem Berna Kocaman)
Graph 11: 2006-2018 Debt Differences in Current Account Deficit
Countiries
Hungary
Latvia
France
Belgium
Household Debt
Poland
Finland
Australia
United States
General Government Debt
Slovak Republic
Canada
Greece
Chile
Turkey
New Zealand
United Kingdom
Private Sector Debt
Source: OECD, November 2019
Graph 12: Growth Rate
Growth Rate
3,3
2,9
3,2
3,0
2,7
2,6
2,5
2,2
2,0
1,3
1,8
1,6
-3,4
Source: OECD, May 2019
122
2017
2016
2015
2014
2013
2012
2011
2010
2009
2008
2007
2006
2005
2004
0,3
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
Graph 13: M1&M3 Money Index
M1
M3
127,3
120
119,2
90
60
2017
2017
2018
2016
2016
2015
2014
2013
2012
2011
2010
2009
2008
2007
2006
2005
2004
2003
2002
2001
30
Source: OECD, May 2019
Graph 14: OECD Average Interest Rates
Source: OECD, May 2019
123
2018
2015
2014
2013
ST Interest Rates
2012
2011
2010
2009
2008
2007
2006
2005
LT Interest Rates
Recommendations for Fiscal Policies In Light of the 2008 Crises Effects (Tuğba Demirtaş and Prof.Dr.
Çiğdem Berna Kocaman)
Graph 15: Price Index
Consumer Price Index
Producer Prices Index
106,1
103,4
107,6
Source: OECD, May 2019
124
2018
2017
2016
2015
2014
2013
2012
2011
2010
2009
2008
2007
2006
2005
2004
2003
2002
2001
103,0
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
REFERENCES
Aktan, C. (2004), Yeni İktisat Okulları, Ankara, Seçkin Yayıncılık
Altvater, E. (1997), “Financial Crises on The Threshold of The 21st Century”,
www.socialregister.com
Altvater, E. (2009), “Postneoliberalism or Postcapitalism? The failure of neoliberalism in
the financial market crises”, Development Dialogue, Post Neoliberalism –A Beginning
Debate
Blanchard, O. (2008), “The Crisis: Basic Mechanism, And Appropriate Policies”,
Massachusetts Institute of Technology Department of Economics Working Paper Series,
Working Paper 09-01
Blanchard, O. (2009), “The Crisis: Basic Mechanisms and Appropriate Policies”, CESifo
Forum, Ifo Institute for Economic Research
Blyth, M. (2017), Kemer Sıkmak: Tehlikeli Bir Fikrin Tarihi, Koç Üniversitesi Yayınları
Bülbül, D. (2012), “Yeni Yönetimlerde Yeni Bir Finansman Yöntemi: Günah Vergiler”,
Yerel Yönetimler Forumu
Davoodi, E. and Asawanuchit S. (2010), “Benefit Incidence of Public Education and
Health Spending Worldwide: Evidence from a New Database”, Vol. 2: Iss. 2, Article 2
Gough, T. (2011), “From Financial Crisis to Fiscal Crisis”, Univercity of Bristol
Harris, R. and Scaefer S. (2014), “Statement of The Financial Economists Roundtable:
October 2013: Financial Transation Taxes”, Financial Analysts Journal, Vol. 70, No. 1, pp.
5-8
IMF, (2017), Fiscal Monitor, Tacling Inequality, World Economic and Financial Survey
Piketty, T. (2014), Yirmibirinci Yüzyılda Kapital, Türkiye İş Bankası Kültür Yayınları
Rogoff, K. (2016), “How Large Denomination Bills Aid Crime and Tax Evasion and
Constrain Monetary Policy: The Curse of Cash”, Princeton University Press, p.59-69
Roubuni and Minh S. (2011), Kriz Ekonomisi: Dünya Ekonomisinin Çöküşü ve Geleceği,
Pegasus Yayınları
Saez and Diamond P. (2011), “The Case for Progressive Tax: From Basic Research to
Policy Recommendation”, Journal of Economic Perspective, Volume 25, Number, p. 165–
190
Stiglitz, J., (2010), “Lessons from the Global Financial Crisis of 2008”, Seoul Journal of
Economics, Vol. 23, No. 3
Stiglitz, J. (2014), Eşitsizliğin Bedeli: Bugünün Bölünmüş Toplumu Geleceğimizi Nasıl
Tehlikeye Atıyor, İstanbul: İletişim Yayıncılık A.Ş.
Stockhammer, Goda and Onaran Ö. (2016), “Income Inequality And Wealth Concentartion
in The Recent Crises”, International Institute Of Social Studies, Development and Change
48 (1), 3-27, DOI:10.1111/dech.12280 39
125
Recommendations for Fiscal Policies In Light of the 2008 Crises Effects (Tuğba Demirtaş and Prof.Dr.
Çiğdem Berna Kocaman)
Streeck, W. (2016), Satın Alınan Zaman, Demokratik Kapitalizmin Gecikmiş Krizi, Koç
Üniversitesi Yayınları
Vlasenko, V. (2016), “Finacial Transaction Tax”, Seton Hall Univercity
Vandenbroucke, Hemerijck and Palier B. (2011) “The EU Needs a Social Investment
Pact”, University of Amsterdam, OSE Opinion Paper; No. 5, Bruxelles: European Social
Observatory
Vandenbroucke and Hemerijck A. (2012) “The Welfare State After TheGreatRecession”,
Intereconomics,
http://www.frankvandenbroucke.uva.nl/wpcontent/uploads/2017/07/165.pdf
126
Role of Plants in Roman Economic System in Classical Antiquity1
Hüseyin Doğan2
1. INTRODUCTION
Historical adventure of mankind constitutes, in a sense, its efforts to make sense of the
earth together with its contents, and finally to name and denote them. Naturally, this
denotation becomes richer with regard to the objects people interact the most. In this
regard, plants provide quite a good example to illustrate the previous sentence. Depending
on numerous qualities such as their benefits for humanity, their economic value, the shape
of their fruits, the type of their leaves, their tastes, their being edible or poisonous, their
having a short or long life cycle, their habitats, plants were given different names by each
nation and these names have survived until the present day without much change.
In the Assyrian and
Sumerian languages
In Latin
In English
As
assa-foetida
Asafoetida
Azupiranu
Crocus sativus
Saffron
Anbar
Liquidambar
Sweetgum
Harubu
Ceratonia
Carob
Kudimeranu
E. cardamomum
Cardamom
Karsu
P. cerasus
Cherry
Murru
C. myrrha
Myrrh
Nushu
P. dulcis
Almond
Papa
Papaver
Poppy
Samassammu
Sesamum
Sesame
Table 1: Currently used equivalents of the names of the plants considered merchantable by
the Assyrians and Sumerians and as they were used in the Roman civilization.3
1
This paper is based on the author's master's thesis entitled "Plants in the Roman Culture." The author
expresses his thanks to his thesis adviser Dr. Sema Orsoy.
2
PhD student, History, Faculty of Science and Literature University of Kocaeli, Turkey.
[email protected]
3
Howard S. Reed, A Short History of the Plant Sciences, Waltham, Chronica Botanica, 1942, p. 10.
127
Role of Plants in Roman Economic System in Classical Antiquity (Hüseyin Doğan)
Classification of an object in any way as beneficial or harmful since its existence makes
this object compulsory to be identified. Identification is usually based either on inspiration
drawn from an object already identified (for example, identification of the plant whose
leaves resemble tooth as (Leontodon L.4)5 or on the most prominent characteristic of the
object that needs to be identified. Indeed, this is simply the transfer of traditional
knowledge and in time such identification turns into a cultural, or more specifically,
professional code. For example, one of the ways Helleborus orientalis6 Lam. Is extensively
named in Turkish is “danabağırtan” (literally, what makes cattle bellow); this plant which
grows in the open space on the edge of forests is harmful to herbivore animals; thus, this
identification acted as a warning sign in the regions of antiquity such as Rome, economy of
which largely depended on farming.
From this perspective, it is no coincidence that plants are given plural names (woods,
bushes, the fruits, the weeds etc.) in the oldest language known and even in the dialects of
that language.7 As early as the prehistoric period, people had named all the significant
plants known in the modern world, even used them as healing herbs, and cultivated them
for food.8 When the need for shelter arose, these people used the trees nearby to build or
decorate their caves or houses. The same was also true when the need arose for nutrition
and, over time, for health. In the first paragraph of the 12th volume, which is spared for
trees, of his book entitled Naturalis Historia (Natural History), Roman natural historian
Plinius (Pliny the Elder), explains the onset of the relationship between humans and plants
and the use of plants for economic purposes as follows: “The trees and forests being
regarded as the most valuable benefits conferred by Nature upon mankind. It was from the
forest that man drew his first aliment, by the leaves of the trees was his cave rendered
more habitable, and by their bark was his clothing supplied. With the vessel built from the
tree, man could discover faraway lands; he used the timber for building homes and even
carved his gods from the trees.”9
As a consequence of the expansionist policy during both periods, namely when it was a
Republic and an Empire, the Roman civilization cultivated either friendly or hostile
relations with cultures and nations first in the Balkans and Anatolia and later in the Middle
East and North Africa, having been influenced by these cultures or influencing them to
some extent. During this phase of interaction, the Roman civilization, not only transferred
what he had to these geographies, it also helped values of the Hellenistic civilization,
which also bred its own culture, to become more recognized. Moreover, the Roman and
Hellenistic civilizations had also remarkably influenced the cultures of Europe and
America, currently known as the western civilization.10 History of plants is one of the ways
that leads to the understanding of the cultures, religions, and traditions Rome had
4
In writing the scientific denotation of a plant, the name of plant is followed by the standard abbreviation of
the scientist who introduced the plant to the literature and this abbreviation is not italicized. As seen in this
example, the genus Leontodon was described first by Carl Linnaeus; so its name is followed by the author's
botanical pseudonym L. In the paper, the scientific names of the plants are followed by the pseudonyms of
the respective scientists.
5
Carl von Linnaeus, Species Plantarum Tomus II, Stockholm, Impensis Laurentii Salvii, 1753, p. 798.
6
Jean Baptiste Antoine Pierre de Monnet de Lamarck, Encyclopédie Méthodique, Botanique, Paris,
Panckoucke, 1789, p. 96.
7
Edward Lee Greene, Landmark of Botanical History, Washington, Smithsonian Institution, 1870, p. 21.
8
Reed, ibid, p. 7.
9
Plinius: XII.1.
10
Jessie M. Tatlock, Greek and Roman Mythology, New York, The Century Co., 1917, p. xxi.
128
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
interacted with, as well as the economic relations it had set up with them. For instance,
when Gnaeus Pompeius Magnus defeated King Mithridates VI of Pontus in Anatolia, he
celebrated his victory by exhibiting Diospyros lotus L.11 (Caucasian persimmon), which
grew in Anatolia.12 Likewise, Lucius Licinius Lucullus exhibited Prunus avium L.13
(cherry) plant, which did not grow in Italy beforehand, after his victory against Mithridates
VI.14 Both plants first came to Europe through these events mentioned. It was not at all
unusual for the above named generals to consider the aforementioned plants as a symbol of
victory since they could be regarded as exotic plants in Italian peninsula. Nevertheless, the
fact that eleven of the top twenty countries that currently produce the most cherries are
located in Europe is a significant example in explaining the economic influence of Rome,
which brought this commercially valuable plant from Asia to Europe and helped it
propagate around the continent during its long-lived reign over the greater part of Europe.
Rank
Country
Production (in metric tons)
1
Turkey
480,748
4
Italy
104,766
5
Spain
98,400
9
Ukraine
72,600
10
Russia
72
11
Romania
70,542
12
Greece
60,300
13
Poland
41,063
14
Austria
38,680
16
France
30,440
17
Germany
23,005
19
Serbia
22,213
20
Bulgaria
19,512
Table 2: The top 20 countries with the most shares in cherry production as of 2017.15
11
Linnaeus, Tomus II, p. 1057.
Plinius: XII.9.
13
Carl von Linnaeus, Species Plantarum Tomus I, Stockholm, Impensis Laurentii Salvii, 1753, p. 165.
14
Plinius: XV.30.
15
https://www.worldatlas.com/articles/the-leading-producers-of-cherries-in-the-world.html, Accessed on
19.10.2019.
12
129
Role of Plants in Roman Economic System in Classical Antiquity (Hüseyin Doğan)
In the world of antiquity, geographies were mainly known with their resources above the
ground, a part of which was the commercially valuable plants. These plants were naturally
named after the areas from where they spread. In a way similar to the examples in the
modern world, the scientific name of the plant “pomegranate” is Punica granatum L.16 and
the word “Punica” means “Carthaginian.” This fruit was sold in the markets of Rome with
the label “Carthaginian pomegranate” that was the name of Rome’s fierce enemy; so, it
also had a symbolic meaning. As seen in the example above, Pontus was an area where the
cherry plant was grown and the fact that this plant was brought to Europe by Rome itself is
a concrete indicator that Rome stretched as far as Pontus and economic values of that place
was included under Rome’s economic system.
The Roman literature offers a rich variety of texts on plants; and, this might seem as a
foregone conclusion when the conditions are considered. This is because each class had
direct connection with plants. Various classes of society used plants to earn their living;
soldiers learned about plants that could be eaten during military expeditions or used to heal
various injuries; the Senate and the bureaucracy class, on the other hand, were interested in
plants in a horticultural sense. Characteristically, Rome was a state that was based on
agriculture. Therefore, they developed agriculture and increased production. Senior
statesman like Cato the Censor wrote works completely devoted to agricultural
development and production increase.17 This is the first Latin work written about
agriculture. It was penned with a pragmatic point of view and aimed to guide Roman
farmers about growing grain and legumes with commercial value, as well as growing and
caring for fruit trees. In “Histoire de l’antiquite”, Diakov and Kovalev describe this
situation with the following striking expressions: “Romans managed to dry wetlands
sparing a great deal of effort and the whole Latium kept looking like a flower garden until
the early times of the Medieval Age. As conveyed by the tradition, even ‘senior senators’
did not despise cultivating their lands in person and making drainage canals.”18
Gardening was regarded as an honorable occupation by the Roman aristocracy even to the
extent that many Roman aristocrats preferred plant names as cognomen.19 The splendor of
gardens was so important for the Roman aristocrats that it sometimes caused rivalry among
them. As Plinius reports, as a consequence of the rivalry between Gnaeus Domitius
Ahenobarbus and Lucius Licinius Crassus, the price of six trees rose to even 10 million
sestertii.2021
2. ABOUT THE ROMAN CIVILIZATION
Tekin maintains that historians described “the process of Rome’s establishing sovereignty
over the Mediterranean Sea as the Roman Miracle.”22 This concept signifies a civilization,
16
Linnaeus, ibid, p. 472.
Greene, ibid, p. 9.
18
V. Diakov and S. Kovalev, İlkçağ Tarihi II Roma, (Trans. Özdemir İnce), Istanbul, Yordam Kitap, 2008,
p. 48.
19
Henry Phillips, Flora Historica I, London, E. Lloyd and Son, 1829, p. xxiii.
20
For comparison purposes, the following information will be useful: The annual fee of an infantry soldier
was 900 sestertii during the reign of Augustus (Gaius Julius Caesar Octavianus). See: Michael Speidel,
“Roman Army Pay Scales”, Sonderdruck aus: M. A. Speidel, Heer und Herrschaft im Römischen Reich der
Hohen Kaiserzeit, Stuttgart 2009, 349-380.
21
Plinius. XVII.1.
22
Oğuz Tekin, Eski Yunan ve Roma Tarihine Giriş, Istanbul, İletişim Yayınları, 2016, p. 189.
17
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
which had once been a minor city-state, having survived many traumatic difficulties and
confronted many enemies, had established hegemony over a significant part of the world
known on that date.23 On the other hand, the Roman civilization did not influence the
modern world not only with its military or political achievements. In the modern
civilization, it is possible to see the traces of the Roman civilization in many areas from
architecture to art, from literature to law, from culture to belief system and even to the
cosmopolitan structure. Although it had experienced fundamental changes in its power
device and evolved from being a kingdom to a republic and from a republic to an empire,
these regime-related changes did not lead to any interruptions specific to the civilization.
Accordingly, the phase of the Roman civilization, which encompasses the period between
the arrival of Aenas in Italy and the start of Christianity’s spread, could not be evaluated in
a way that is independent of each other.
3. ROLE OF PLANTS IN ROMAN ECONOMIC SYSTEM
Ancient people, no matter what their occupation or rank, were very involved with plants.
They were also keen on animals, which they were not familiar with, as well as plants.
Either due to religious or economic reasons, it is an obvious fact that plants occupied more
place in the lives of ancient people in comparison with the lives of modern people. Plants
were first used as nutrient and merchandise, then their healing features were discovered
and these discoveries in time culminated in a culture of using medicinal plants.
First, the knowledge of medicinal plants was transferred from generation to generation
within families; later, experts on these plants emerged within tribes. Unlike shepherds and
farmers, these people not only identified the plants, they also had an insight about their
benefits and harms.24 Herbalists used to pick up the plant parts necessary to make a certain
medicine and sell these in places called pharmacopolai and rhizotomoi. In this respect, it is
really important that Hercules call god of medicine Aesculapius “an insane person looking
for plant roots.”25
When the phase of ethnobotany was replaced by natural sciences, which were rising in the
Hellenistic and Roman civilizations, the ancient travel writers, who were keen on natural
sciences, compiled this information into written documents. This information compiled in
written documents spread to the whole world known as a consequence of the cultural
interaction of nations.
Numerous works were written on plants due to the fact that plants were regarded as an
economic power resource because of their benefits, and that much attention had been
attributed to them because of their symbology in the polytheistic ancient world. That the
works in question were translated into significant languages of the period such as Latin or
Greek ensured the transfer of every new finding regarding botany to the geography of
antiquity; by this means, the economic value of certain plants increased, and also the
religious or medical significance attributed to them were transferred from one culture to
another. These plants will be exemplified in the following sections of our study.
Ernst Breisach, Tarihyazımı, (Trans. Hülya Kocaoluk), Istanbul, Yapı Kredi Yayınları, 2018, p. 62.
Reed, ibid, p. 8.
25
R. J. Harvey Gibson, Outlines of the History of Botany, London, A & C Black, 1919, p. 4.
23
24
131
Role of Plants in Roman Economic System in Classical Antiquity (Hüseyin Doğan)
Although there are many factors that define the market value of a certain plant, this value
always peaked depending on the interest of the noble class in the plant. Emperor
Vespasianus Augustus initiated the tradition of dedicating cinnamon (Cinnamomum
verum) inserted in embossed gold in the Temple of Capitol and Pax the Goddess of Peace.
In addition, this plant was specifically produced for use during cremation of the dead; thus,
it was believed to have been bestowed to humans by gods for this purpose. Emperor Nero
had a huge amount of cinnamon burned at his wife Poppaea Sabina’s funeral.26 Cinnamon
was, on the other hand, used for the purpose of relieving the bad odor caused by the
burning of dead bodies. Pliny thinks that cinnamon was indebted its claim to fame to the
gods below far more than the gods above, as an allusion to the deification of the Roman
emperors by the Senate. Definitely, it was not possible for the public to be able to use as
much cinnamon as Nero; yet, they did not from making use of cinnamon for this purpose.
Furthermore, in order to increase the price of cinnamon, stories had been made up that this
tree was protected by formidable bats and serpents with wings, and this being the case, the
price of this plant rose and became astronomically high.27
For personal care, the Roman people would use herbal oil instead of being washed using
water. The origins of this goes back to the texts written by the historians around Alexander
the Great after the defeat (331 BC) of Darius III by him on the perfumes and herbal oils
found in Darius’ tent.28 Herbal oil and perfume were considered luxury goods in Rome.
Nevertheless, it is not certain when Rome had first encountered herbal oil and perfume.
Yet, the use of herbal oil and perfume was prohibited under the frame of measures of
public savings in 189 BC during the censorship of Lucius Iulius Caesar and Publius
Licinius Crassus since their use was considered squander. As a result, these goods started
to be smuggled and led to the enrichment of a group, which involved some state officials
as well.29
Papyrus (Cyperus papyrus), grown in Egypt, was used to make paper and thus, it was
possible to record events. Marcus Terentius Varro notes that papyrus began to be used for
the first time when Alexander the Great founded Alexandria. During the rivalry between
Egyptian Pharaoh Ptolemaios and Pergamon King Eumenes II about the size of their
libraries, Ptolemaios banned the export of papyrus; and, this led to the discovery of
parchment.30
The books were covered with the leaves of Citrus, (a species of which orange, whose
symbolic equivalence in Roman literature is “generosity” is also a member) species;
therefore, it was ensured that the books were protected from worms.31
Silphium, which is believed to be extinct today, was highly valuable in antiquity and it was
worth its weight in silver denarius.32 Theophrastus reports that it was impossible to
cultivate the silphium plant,33 which was quite popular in antiquity due to its the
aphrodisiac and narcotic potential of its seeds; and, the plant was never seen again after the
26
Plinius: XII.41.
Plinius: XII.42.
28
Plinius: XIII.1.
29
Plinius: XIII.5.
30
Plinius: XIII.21.
31
Plinius: XIII.37.
32
Plinius. XIX.15.
33
Theophrastus: VI. III.3-5.
27
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
period of Emperor Nero (68 AD).34 The economy of the Cyrenaica region, which is located
in modern Libya, depended on this plant to a great extent. On one side of a Cyrenaican
coin, believed to date back to 3 BC, is depicted the portrait of Cyrenaican King Magas
whereas an embossed image of silphium plant is shown on the other side. Gaius Iulius
Caesar, who was a dictator during the civil war (bellum civile), spent not only the gold and
silver in the state treasury, but used the silphium seeds as well.35 It was also used to feed
sheep and goat because the meat of animals fed on it was very delicious.36
The red paint, which was thought to be herbal during the Roman period, but in reality
produced from an insect called Kermes (Kermes Latreille) living on Kermes oak (Quercus
coccifera), was used to dye the military uniforms of the Roman legatus.37
As it was also touched upon in the introduction part, the plants with a characteristic feature
(related to its fruit, smell, or nutrition value, etc.), which do not belong to Italy or Hellas,
were naturally named after the areas from where they spread. For instance, Medicago
sativa L.,38 an important forage legume for herbivorous animals was first introduced in
Europe during the invasion of Hellas by Achaemenid Emperor Darius I (492-490 BC). It
was coined this name since the native land of the plant was known as Media. The scientific
name of the plant used today refers to this connection, as well. This plant helped reduce the
cost of long and exhaustive military expeditions certainly with its nutrients, as well as its
features such as being produced easily, kept and carried easily and being able to tolerate
many habitat values.39
4. PLANTS WITH ECONOMIC VALUE IN ROMAN CIVILIZATION
The Roman Civilization was basically an agricultural civilization, backbone of whose
economy was based on revenues obtained in return for agricultural products, with the
fertile Po Plain involving numerous vast latifundias. This system based on agriculture
resulted in a great need for labor force; thus, the need to employ slaves led the Roman state
to turn into an imperial state, having assumed an increasingly more militarist structure.
Therefore, numerous works have been written regarding the selection of commercially
valuable plants, location of the land to be cultivated, and the conditions necessary for
cultivation, several of which include Marcus Porcius Cato’s De agri cultura, Marcus
Terentius Varro’s De re rustica and Gaius Plinius Secundus’ Naturalis Historia. All of
these works propose plants of economic and cultural value for the Roman peasants to
cultivate; in addition, a number of methods are shown including the conditions of an ideal
land of agriculture and the selection of workers. Moreover, how to produce important
items of export such as honey, wine, and olive oil was demonstrated in detail, while
recommending the cultivation of plants used in chaplets or perfume production.40
In the early periods of Roman Civilization, gardens with various plants were a
characteristic part of Roman houses. These gardens had a large number of plants both for
Jeanne D’Andrea, Ancient Herbs, California, J. Paul Getty Museum, 1989, p. 30.
Plinius: XIX.15.
36
Theophrastus: VI. III.1-3.
37
Plinius: XXII.3.
38
Linnaeus, ibid, p. 778.
39
Plinius: XVIII.43.
40
Virginia Farmer, Roman Farm Management (The Treatises of Cato and Varro), London, Hodder and
Stoughto, 1913, p. 31.
34
35
133
Role of Plants in Roman Economic System in Classical Antiquity (Hüseyin Doğan)
use in the kitchen and, to be dedicated to various gods, as a way of worship. However, due
to the enlargement of the civilization’s borders, the population increased and these gardens
gradually turned into agricultural lands, being cultivated to grow plants directly appealing
to the market. In these gardens, many plants such as basil (Ocimum), dill (Anethum),
lovage (Ligusticum), mint (Mentha), thyme (Tyhmus), marjoram (Origanum), parsley
(Petroselinum), rue (Ruta), savory (Satureja), aniseed (Pimpinella), laurel (Laurus), fennel
(Foeniculum), coriander (Coriandrum), cumin (Carum), leek and onion (Allium), opium
poppy (Papaver), sesame (Sesamum) and many other plants were grown. These plants
were both sold and used in the house for the needs of the household. Varro states that all
Italy looked like a huge garden in 1st century BC. The data obtained from the Pompeii
excavations clearly show the importance of gardens within the Roman economic system.
Accordingly, 9.7% of the total lands were farms growing plants, 5.4% were gardens and
2.6% were public green spaces.41
In addition to the plants grown as food, various plants that appealed to daily life were
grown based on their monetary value. A rich symbology is manifest in the literature of
Roman civilization, especially in the early periods since its foundations were laid on myths
and legends. This is the natural consequence of the interactions the civilization formed
with symbology-intensive cultures. In this respect, the Roman civilization could be likened
to the neat and tidy version of the Hellenistic, Mesopotamian and Egyptian civilizations.
Naturally, the use of plants both for religious and daily purposes was the result of this
transfer. More precisely, 134nalyse, which was considered to be highly sacred in the
Roman civilization, had also been regarded as sacred in the previous Greek, Etruscan, and
Celtic civilizations as well.
The first examples of using plants to obtain fragrance or oil and then turning these into
commercial goods were seen in Eastern societies. As a result of the raids organized by first
Alexander the Great and then the Roman civilization into the East, many things in these
regions that could be considered foreign to Europe were taken back to Europe, including
perfumery. In time, the consumption of fragrances and herbal oils became popular as a
determinant of social class in Roman civilization; thus, their prices increased quite
drastically. At the same time, it is observed that the number of works written in this field
naturally increased as well.42
In the Roman Empire, plants were used as a means of celebrating victories, congratulating,
showing respect or appreciation and worshiping.43 A victory celebration parade was held
along the main roads of Rome for the senior commanders of the army, which came back
with a victory from the military expedition. The roads were decked with flowers and
Roman people would strew flowers over the procession.44 The triumphant soldiers would
wear crowns made up of various plants in line with the degree of importance of their
victory. These crowns of victory were regarded quite important and worn with pride by
their owners.45 The crowns earned at the end of competitions were so important that this
issue was regulated by a specific article in the Law of the Twelve Tables (Leges Duodecim
D’Andrea, ibid, p. 25.
Phillips, ibid, p. xiii.
43
Cato 134.
44
Richard Folkard, Plant Lore, Legends, and Lyrics Embracing the Myths, Traditions, Superstitions,
and Folk-Lore of the Plant Kingdom, London, Sampson Company, 1892, p. 28.
45
Suetonius: Augustus.22.
41
42
134
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
Tabularum). Hence, the law: “When man wins crown himself or through chattel (refers to
the slave who participates in the race in his owner’s name; this is similar to hiring a
jockey today) or by dint of valor crown is bestowed on him that it was a crown earned by
the slaves or the horses which is said by the law to be won through his chattel has been
doubted by no one.”46
The increased importance given to plants in everyday life led to the development of the
flower industry in Roman Civilization; the flowers which were customarily used for
religious or cultural purposes were grown and sold at the markets before the victory
parades or festivals.47
Sage (Salvia officinalis L.48): Sage is one of the plants attributed to God Jupiter and its
medicinal value is rather high. In addition to being used for dying hair black, it was also
referred to in ulcer treatment. Its use for miscarriage led its economic value to rise
substantially.49
Rosemary (Rosmarinus officinalis L.50) was known as a symbol of both life and death. It
was used in funeral because of its strong scent and in cooking because of its seasoning
value. Rosemary was one of the traditional horticultural plants in the Roman civilization. It
was used to make chaplets.51
Walnut (Juglans regia L.52): There were many varieties of walnut that were believed to
represent marriage in terms of its fruit structure and it was a popular plant.53
Laurel (Laurus nobilis L.54): Laurel, which was accepted as the plant of Apollo, was
considered very important in both Greek and Roman belief systems. A chaplet made of
laurel leaves was given as an award to those who gets a place in the traditional games in
Greece whereas it was given to the legatus who exhibit success in the battlefield.
Traditionally planted in gardens and public areas in Rome, laurel was also used for
cooking and perfume production and because of its medical value, it was considered to be
a profitable plant to be grown. Cato also referred to the economic value of laurel and
recommended that it be planted in the gardens together with myrtle. 55 Laurel was regarded
as so important in the Roman Civilization that it was strictly forbidden to cause any
damage to this plant; so much so that it was even forbidden to be burned at the altar or for
dedication to the Gods.56
46
Plinius: XXI.3-5.
Wilhelmina F. Jashemski, "The Garden of Hercules at Pompeii" (II.viii.6): The Discovery of a
Commercial Flower Garden, American Journal of Archaeology Vol. 83, No. 4 (Oct., 1979), p. 408.
48
Linnaeus, ibid, p. 23.
49
Dioscorides. III-40.
50
Linnaeus, ibid, p. 23.
51
Dioscorides. III-89.
52
Linnaeus, Tomus II, p. 997.
53
Plinius. XV.24.
54
Linnaeus, ibid, p. 369.
55
Cato 31.
56
Plinius: XV.40.
47
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Role of Plants in Roman Economic System in Classical Antiquity (Hüseyin Doğan)
Dill (Anethum graveolens L.57): Used as food, medicine and for making chaplets in
festivals. It was also a part of gladiators’ diet.58
Basil (Ocimum basilicum L.59): Basil was a love symbol in Rome while it referred to the
concepts of hate, misfortune and lament in Ancient Greece. This plant was used as an
aphrodisiac in addition to its culinary use and medical values.60
Rose (Rosa L.61): Rose was very popular to grow due to its aesthetic value. Although it
was initially used in funerals, it was also used in wedding ceremonies, festivals, and
victory parades in time. Roses were scattered over the way or the vessel while the army
goes on an expedition or a cruise.62
Esparto (Stipa tenacissima L.63): Esparto was used to make clothes, shoes, rope, and
forage. The Romans gained knowledge about the uses of esparto during the Punic Wars
(264-146 BC) fought with Carthage.64
Mustard (Sinapis L.65): Mustard was regarded as an extremely important medical plant. It
was used to prevent hair loss and to treat bruises as well.66
Borage (Borago officinalis L.67): Borage has both culinary uses and medical value.68
Oregano (Origanum vulgare L.69): Traditionally, oregano was planted on graves. Its
medical value is extremely high.
Thyme (Thymus vulgaris L.70): Thyme was believed to inspire courage so it was used by
athletes and soldiers. It is favored for honey production. Its culinary uses are mainly as a
seasoning and a herb. In addition, it was referred to due to its numerous medical benefits.71
Chestnut (Castanea sativa Mill.72): There were eighteen varieties of chestnut, which was
one of the popular trees of Roman civilization, during the time of Plinius.
Flax (Linum usitatissimum L.73): It was used while sacrifices were offered to gods. Battle
of Actium (31 BC), the final war of the Roman Republic, took place among Cleopatra,
Augustus, and Marcus Antonius. Cleopatra participated in the Battle of Actium with a
57
Linnaeus, ibid, p. 263.
Dioscorides. III-67.
59
Linnaeus, ibid, p. 597.
60
Dioscorides. I-59.
61
Linnaeus, ibid, p. 491.
62
Folkard, ibid, p. 28.
63
Carl von Linnaeus, Centuria I. Plantarum, Uppsala, Amoenitates Academicae, 1755, p. 6.
64
Plinius. XIX.7-9.
65
Linnaeus, Tomus II, p. 668.
66
Dioscorides. II-184.
67
Linnaeus, ibid, p. 137.
68
Dioscorides. IV-128.
69
Linnaeus, Tomus II, p. 590.
70
Linnaeus, ibid, p. 591.
71
Dioscorides. III-46.
72
Philip Miller, The Gardeners Dictionary, London, 1768, eighth edition no. 1.
73
Linnaeus, Tomus II, p. 277.
58
136
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
treasure ship with sails dyed in purple with flax. Afterwards, this color was used only in
the emperor’s ship and became the official color of emperor’s ship.74
Coriander (Coriandrum sativum L.75): In addition to its uses as a spice, herb, and medicine,
it was also used as a food preservative.76
Parsley (Petroselinum crispum Mill. (Fuss)77): Parsley was planted on graves and also it
was given as an award to the winners of the Nemean Games.78
Myrtle (Myrtus communis L.79): Myrtle was regarded as a plant sacred to goddess Venus. It
was burnt during funerals due to its intense scent. Myrtle shrub the first to be planted in
public places in Rome by the government itself was considered to be extremely important
in all phases of civilization.80
Mint (Mentha L.81): Mint was used during funerals because of its strong scent. Mint, used
extensively during feasts, was also used as a spice and herb for culinary purposes.82
Leek (Allium ampeloprasum L.83): Leek owes its fame to Emperor Nero to a great extent
since he followed a strict leek diet to protect his voice.84
Fennel (Foeniculum vulgare Mill.85): Fennel was highly significant for all the
Mediterranean civilizations. It was cultivated and used as a part of various religious rites
and consumed by athletes in Ancient Greece and soldiers in Rome due to its physical
effects.
Saffron (Crocus sativus L.86): Saffron, the most important item of export in the Ancient
Crete Civilization, maintained its importance in the Roman Civilization as well.
Garlic (Allium sativum L.87): Garlic was quite popular although those who it would be
prohibited from entering the temples. Being a plant that belonged to Mars, the god of war,
garlic would be consumed in high amounts both by the public and the army. In addition to
its aphrodisiac effects, garlic was thought to boost one’s courage. Garlic would also be
hanged at the entrances of houses with the belief that it would drive away evil spirits.88
Rue (Ruta graveolens L.89): Rue had a high medicinal value, but it was use also for
biologic warfare due to its poisonous effects.90
74
Plinius: XIX.5.
Linnaeus, ibid, p. 256.
76
Dioscorides. III-71.
77
Johann Mihály Fuss, Flora Transsilvaniae Excursoria, Cibinii, 1866, p. 254.
78
Plinius: XVIII.46.
79
Linnaeus, ibid, p. 471.
80
Plinius: XV.38.
81
Linnaeus, ibid, p. 576.
82
Plinius. XX.52.
83
Linnaeus, ibid, p. 294.
84
Plinius. XIX.33.
85
Miller, ibid, Foeniculum no. 1.
86
Linnaeus, ibid, p. 36.
87
Ibid, pp. 296-297.
88
Plinius. XIX.34.
89
Linnaeus, ibid, p. 383.
75
137
Role of Plants in Roman Economic System in Classical Antiquity (Hüseyin Doğan)
Onion (Allium cepa L.91): Onion was one of the primary foods and medicines for the poor
people in the Roman civilization.92
Iris (Iris L.93): Iris was goddess Juno’s plant and it was one of the important items of
floriculture in the Roman civilization. It was used intensively in the perfume production.94
Vine (Vitis vinifera L.95): It was a common religious rite to consecrate wine to gods in the
antiquity. However, Romulus poured milk instead of wine to consecrate it to gods. With
his Posthumian law, Numa Pompilius prohibited the pouring of wine on the ground in
order to honor the dead in the funeral ceremonies. The main reason for passing this law
was to prevent the scarcity of wine. The same law also banned the pouring of the wine
produced from the uncut grapevines to consecrate it to gods. In this way, people were
encouraged to prune the grapevines in order to increase the productivity.96 To demonstrate
the economic importance of wine, it can be said that the legendary Etruscan king
Mezentius agreed to help the Rutulians against the Latin attacks if they gave all wine
produced in Latium to him.97
Olive (Olea europaea L.98): Olives and olive oil were important products for the Roman
economy. Associated with goddess Minerva, olive was discussed extensively in the works
of Fenestella, Columella, Varro, Caro and Plinius. The country lacked the olive trees
during the early years of the Roman empire, but thanks to its economic value, it was
introduced first to Italy, and then, by the hands of Romans, to Gaul and Spain. In the
Roman Empire, the price of olive oil would be announced annually and it was traded with
the announced prices. During the consulship of Pompeius, the Roman Empire was
exporting olive oil.99
5. CONCLUSION
The political and cultural transformation the Roman Civilization, one of the two greatest
civilizations of the Classical Antiquity, went through between the dates from its first
appearance in 753 BC until its transformation into being the most dominant empire in the
Ancient Mediterranean world at the end of the Punic (264-146 BC) and Macedonian (III-II
centuries BC) Wars, is quite interesting. The Roman Civilization, which influenced many
different geographies and cultures from the British Island, isolated from the outer world to
Hellas, the center of natural sciences; from the cold northern Europe covered with forests
to hot Africa and Arabia covered with deserts in all areas, has been the subject of a myriad
of research with its features such as policy, diplomacy, architecture, economy, military
activities, belief system, etc.
To a certain extent, these works have preserved their importance for plant history
researchers in that they present the accumulation of both the previous and contemporary
90
Plinius. XX.51.
Linnaeus, ibid, pp. 300-301.
92
Plinius. XX.20.
93
Linnaeus, ibid, p. 38.
94
Dioscorides. I-1.
95
Linnaeus, ibid, p. 202.
96
Plinius: XIV.13.
97
Plinius: XIV.13.
98
Linnaeus, ibid, p. 8.
99
Plinius: XV.1.
91
138
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
civilizations. Today, most of the plants seen especially in Europe, Western Asia, and
Northern Africa are known by the names used by Roman writers for these plants.
In parallel with both its political and cultural expansion, the Roman culture pioneered the
transfer of many new plant species to the European continent and many commercially
valuable species of trees and herbs were first introduced to European continent and
cultivated there by the Roman Civilization. Likewise, many of the agriculture,
horticultural, and farming related practices systematized by the Romans, although
modernized today, continue to be used.
REFERENCES
Ancient References
Cato
(=Marcus Porcius Cato)
Text and Translation Used: W. D. Hooper, Complete Works of
Cato the Elder, Hastings, Delphi Classics, 2016.
Dioscorides
(=Dioscorides Pedanius)
Text and Translation Used: T. A. Osbaldeston, De Materia Medica,
Johannesburg, Ibidis Press, 2000.
Plinius
(Gaius Plinius Secundus, the Elder)
Texts and Translations Used: H. Rackham, Natural History, IV,
Libri XII-XVI, Cambridge, Harvard University Press, 1945.
W. H. S. Jones, Natural History, VI, Libri XX-XXIII, Cambridge,
Harvard University Press, 1951.
H. Rackham, Natural History, V, Libri XVII-XIX, Cambridge,
Harvard University Press, 1970.
Suetonius
(=Gaius Suetonius Tranquillus)
Text and Translation Used: P. Holland, History of Twelve Caesars,
London, George Routledge, 1930.
Theophrastus
(=Theophrastus)
Texts and Translations Used: A. Hort, Enquiry into Plants, Volume
I, New York, Loeb Classical Library, 1916.
Modern References
139
Role of Plants in Roman Economic System in Classical Antiquity (Hüseyin Doğan)
Carl von Linnaeus, Species Plantarum Tomus I, Stockholm, Impensis Laurentii Salvii,
1753.
Carl von Linnaeus, Species Plantarum Tomus II, Stockholm, Impensis Laurentii Salvii,
1753.
Carl von Linnaeus, Centuria I. Plantarum, Uppsala, Amoenitates Academicae, 1755.
V. Diakov and S. Kovalev, İlkçağ Tarihi II Roma, (Trans. Özdemir İnce), Istanbul,
Yordam Kitap. 2008.
Edward Lee Greene, Landmark of Botanical History, Washington, Smithsonian
Institution, 1870.
Ernst Breisach, Tarihyazımı, (Trans. Hülya Kocaoluk), Istanbul, Yapı Kredi Yayınları,
2018.
Johann Mihály Fuss, Flora Transsilvaniae Excursoria, Cibinii, Typis Haeredum Georgii
de Closius, 1866.
Henry Phillips, Flora Historica I, London, E. Lloyd and Son, 1829.
Howard S. Reed, A Short History of the Plant Sciences, Waltham, Chronica Botanica,
1942.
Jean Baptiste Antoine Pierre de Monnet de Lamarck, Encyclopédie Méthodique,
Botanique, Paris, Panckoucke, 1789.
Jeanne D’Andrea, Ancient Herbs, California, J. Paul Getty Museum, 1989.
Jessie M. Tatlock, Greek and Roman Mythology, New York, The Century Co., 1917.
Oğuz Tekin, Eski Yunan ve Roma Tarihine Giriş, Istanbul, İletişim Yayınları, 2016.
Philip Miller, The Gardeners Dictionary, London, John and Francis Rivington, 1768.
R. J. Harvey Gibson, Outlines of the History of Botany, London, A & C Black, 1919.
Richard Folkard, Plant Lore, Legends, and Lyrics Embracing the Myths, Traditions,
Superstitions, and Folk-Lore of the Plant Kingdom, London, Sampson Company, 1892.
Virginia Farmer, Roman Farm Management (The Treatises of Cato and Varro),
London, Hodder and Stoughton, 1913.
Wilhelmina F. Jashemski, “The Garden of Hercules at Pompeii” (II.viii.6): The
Discovery of a Commercial Flower Garden. American Journal of Archaeology Vol. 83,
No. 4 (Oct., 1979), pp. 403-411.
140
An Institutional Approach to Industrial
Intervention in Turkey: Analysis of Etibank Ereğli
Coal Enterprises Activities (1937-1950)
Bengü Doğangün Yasa1
1. INTRODUCTION
The state’s activities as an operator in the field of industrial interventionism began in the
middle of the 19th century in Turkey. State administration in the industrial field has gone
through three different periods. In the first period, the main purpose was to meet the
official and military needs. In the second period which started with the Republic the state
institutions were transferred to Industry and Mine Bank. The state enterprises wanted to
gain an economic and commercial character. The 1930s, which were introduced into the
statism model, formed the last period that brought a broad and planned State management
regime (Apak, Aydınelli and Akın, 1952: 263).
Prior to the establishment of Etibank, the government did not have any similar initiatives in
the field of mining. After the determination of the presence of coal in the Eregli Coal
Basin, the Ottoman Navy made some attempts to obtain the coal it needed. In 1848, coal
mining activities in the Basin were given to some entrepreneurs by the Iltizam procedure.
Government institutions were prevented by public price application from being a profitable
field of activity. Therefore private capital did not pay enough attention to Ereğli (Toros,
1954: 178).
Since the early days of the Republic, large capital has not been very enthusiastic about
mining operations due to lack of mineral exploration activities. In addition, the mining
industry, especially the coal industry, which involves underground operations, has
presented various difficulties in terms of the supply of workers all over the world due to its
risky character. The state has maintained its primary position for a long time because of
considering the economic importance of energy generation and exploration of underground
wealth.
The principle of increasing mine production capacity has been available with the
establishment of the Republic in development plans (MTA, 1950: 5). Since then state
activities in mining operations gradually began to show itself. In 1924, Zonguldak Mining
Engineer School which was the first high school of the Republic was established in order
to train mining engineers. In the same year, the Ministry of Finance owned 1/3 shares of
Ergani Copper Mine Turkish Joint Stock Company. The state stake in this company was
transferred to Industry and Mines Bank of Turkey in 1926; the only mining enterprise
among the enterprises owned by the bank was this institution (Apak, Aydınelli and Akın,
1952: 264-265).
1
Dr. Öğr. Üyesi Bengü Doğangün Yasa, Kocaeli Üniversitesi, İktisat Bölümü,
[email protected]
141
An Institutional Approach to Industrial Intervention in Turkey: Analysis of Etibank Ereğli Coal Enterprises
Activities (1937-1950) (Bengü Doğangün Yasa)
Turkey Business Bank in conjunction with the company he founded in 1926, has been
operating in the Eregli Coal Basin. In 1926-1934, the establishment of Kozlu Coal Works
in June 3, 1926, Mineral Coal in July 1, 1926 and Kilimli Coal Mining in March 1, 1927
were established.
In 1933, the Ministry of Economics prepared The Reports on Industrial Installations and
Additions to the Organization of Enterprise and Attorney. This document, which will be
called as First Five-Year Industrial Plan, was published as a book by the Ministry of
Economics. The industrialization strategy adopted according to the plan aims at the
production of basic necessities in Turkey. Based on these basic principles, the plan was
prepared in accordance with the decision to establish factories in five sub-industry
branches. These branches were selected as weaving, mineral, cellulose, ceramics and
chemistry (Yücel, 2015: 36). The plan emphasized the necessity of a state organization in
the mining area. Moreover, due to the importance of the mining sector, the aim of
establishing a geological institute was exhibited. In 1935, the actual intervention of the
state in mining, energy production and distribution has been started to be handled more
systematically (Toros, 1954: 178).
The main economic framework of the Atatürk era emerged during the time of 1930s.
Cultural, social and economic resources of the society were directed towards the goal of
rapid development on a nationalist and Turkistic social basis. It was tried to develop
underground and surface industries with holding type institutions such as Sümerbank and
Etibank, which were named being inspired by Sumerian and Eti Turks (Zaim, 1965: 238239).
The operation of the state in the field of mining and energy as an operator began with the
establishment of Etibank in 1935. In addition to Etibank, in order to increase the efficiency
of Etibank’s activities; It was decided to establish the Mineral Research and Exploration
Institute (MTA) and the Electrical Power Resources Survey and Development
Administration. According to the founding law of the Mineral Research and Exploration
Institute; the Institute shall undertake the task of exploration of mineral resources. On the
other hand all risks associated with exploration of the mine shall be undertaken by the
Government. MTA which was founded to use scientific techniques in mine production has
provided very useful information to Etibank (Yücel, 2015: 39).
2.INSTITUTIONALIZATION
IN
ESTABLISHMENT OF ETIBANK
INDUSTRIAL
INTERVENTION:
Etibank started its operations in December 1935 after a preparation period of
approximately five months. Since 1936, it has started to produce mining and electrical
energy and diversified its activities from year to year. In the first years following the
establishment of the Bank; has undertaken investments in coal, lignite, chromium, iron and
copper mines, and has undertaken the construction of a power plant in the energy field.
During this period, as stated in the establishment law; has taken over some mining
companies and established some businesses.
At the time when Etibank was founded, coal production in Ereğli was carried out by
different enterprises. These institutions, which were technically very iptida, could not get
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enough efficiency. Mining was often employed periodically, as farming was preferred over
mining. The institution representing the state interventionism in the heavy industry field
establishes and develops mining activities; it was also expected to transfer the
establishments it established to private enterprises when economically favorable conditions
arose. This expectation is expressed with the concept of ’institution’ used in the
establishment law. With the concept, a framework has been determined in which a state
organization will be included in the scope of privatization within a certain period of time
(Etibank Law Number 2805, Official Gazette, 22.06.1935, Issue: 3035). In addition to all
these features, Etibank is required to follow a certain price policy.
Etibank, which started operations after the establishment of Sümerbank, shows that a
certain institutional order has been achieved in the state-run model of heavy industry
(Tuna, 2002: 70). The Authority also represents an important example in the control of
economic resources. The necessity of ensuring the economic and political independence of
an industrial economy has been shown as one of the important reasons for establishment
(BUMH, 1940: 1).
Etibank has been established in many companies for the operation of different mines. In
the following section, Ereğli Coal Enterprises, which is the largest institution of Etibank,
will be analyzed for the years of activity between 1937-1950.
2.1. Etibank Ereğli Coal Enterprises Establishment Activities (1937-1950):
Ereğli Coal Enterprises has an important place in the history of Turkish economy.
Although there are different views regarding the efficient management of the Eregli Coal
Mines by the Ottoman administration, it is known that the coal production in the basin has
been sensitive.
The examinations on the Special Treasury records in the Ottoman Archives show that the
mining activities in the basin have been carried out regularly since the month of Hijri 1257
Muharrem (February 1841). The gain from the operation of the mines appears to be 314,5
penny from the year 1841 to the end of 1862 (Ögreten, 2006: 142).
In 1847, Ereğli Coal Basin, which was taken over by the Treasury-i Hassa administration,
was the first institution to operate coal with a six-partner company. It is observed that the
duration of the company lasts three years (Ogreten, 2006: 142). Its partners consisted of
statesmen who were in important administrative positions of the Ottoman Empire during
the 19th century. This information shows that the Ereğli Coal Mine Company was founded
earlier than the Şirket-i Hayriye, the first joint stock company established in the Ottoman
Empire (Kazgan, 1999: 47).
The administration was taken from Special Treasury in 1865 and given to the Ministry of
Navy because of the idea that the basin was not well managed and that sufficient coal
could not be extracted. Dilâver Pasha, who started to work in Basin as the Minister of
Mining in 1865, entered into an important reform movement in terms of work order and
working conditions by removing Dilaver Pasha Ordinance (Topçuoğlu, 1956: 129;
Alpdündar, 1965: 129). ). The first job obligation in the basin is allocated with this
regulation (Alpdündar, 1965: 130).
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Activities (1937-1950) (Bengü Doğangün Yasa)
After the proclamation of the Republic, the development of the basin was one of the issues
that were taken into consideration in the forefront, and this work was primarily intended to
be achieved through national capital. With the opening of the Grand National Assembly in
Turkey (TGNA), the management of the Ereğli Coal Basin was transferred to the National
Government. However, the basin was occupied during these dates. The coal extracted was
saved by the Conflict Force Coal Commission established in Istanbul (Genç, 2007: 132).
Zonguldak Basin School of Mines Engineer, Industry and Mines Bank of Turkey and
Turkey Business Bank institutions has played an important role in the development of the
Ereğli Basin after 1923 Turkey Business Bank started to operate the quarries purchased in
the basin with modern techniques (Savaşkan, 1993: 134). Through private banks, private
capital entered into the Basin and production increased considerably. Turkey Business
Bank increased the social opportunities of the workers (Alpdündar, 1965: 134). The Bank
opened the Üzülmez Coke Factory in 1935. The plant was one of the pioneers of the steps
to be taken for the coal industry.
2.1.1. Ereğli Coal Enterprises after Etibank Transfer
It was decided to transfer the Ereğli Coal Basin to Etibank and to operate it by an
institution to be established by the Bank with Law 3241 dated 11.06.1937 (TBMM Z.C.,
Period 5, Year: 1937, Volume 19: 985-986). Ereğli Company, which has the most
important and large production areas of the basin, thus passed to the administration of the
state. Ereğli coal basin was the first example of this kind of enterprise. With the decision,
the State owned a large enterprise in the Basin and at the same time retained the concession
and license certificates of the quarries operated by a number of companies and
entrepreneurs operating as tenants. One of the most important steps taken for coal mining
was the nationalization of the basin.
Etibank Eregli Coal Enterprise (Ekitaş) was established and put into operation with the
decisions of the Board of Directors of Etibank in 1937. Some private quarries were
purchased and joined Ekitaş between 1937-1939. This assignment has increased the
strategic importance of the institution.
The close attention of the Republican Government to the mines and especially to the
Zonguldak coal basin is evident from the parliamentary speech made by Prime Minister
İnönü. He emphasizes the importance they attach to coal production with the expression;
“Existing vehicles, conditions and opportunities in coal production are not wasted and to
achieve maximum results’’ (MTA, 1939: 5). Coal production, which started with 597,499
tons increased to 2.588.957 tons in 1938.
The mines in the Eregli Coal Basin by the state was decided to nationaliz by law 3867 in
30 May 1940. The law was named Nationalization Law or Fusion Law. Since than the
quarries in Ereğli coal basin were nationalized for a certain compensation (TBMM ZC,
Period 6, Year: 1940, vol 11: 166 ). Based on Article 1 of the Law; With the decision of
Council of Ministers dated 15 October 1940 and numbered 2/14547, all private quarries
were purchased from their owners and transferred to Ekitaş. With the decision of the Board
of Directors of Etibank in October 23, 1943 and numbered 275/8, Ekitaş has been
transformed into the Ereğli Coal Enterprise with this responsibility. With the transfer of the
basin to the state, the capital of the establishment was increased from 6 million pounds to
52 million pounds in 1944.
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For the more efficient operation of the basin, all these new regulations have been
implemented. Although the coincidence with the years of World War II led to the
postponement of the planned investment activities, many efforts were made to improve the
infrastructure and new production facilities were established (BUMH, 1944: 3-5).
The years of World War II, together with the economic and social problems it created,
constituted an important period. Although Turkey wasn’t into the war, war effects were
encountered. It has been felt in almost all areas of economic and social life. Between 1938
and 1945, there was a 27% decline in GNP with fixed prices, while per capita GNP
decreased to 63% of 1938 in 1945. After 1945, when the war was actually over, a stable
process could not be entered immediately.
In addition to the difficulties experienced in the procurement of the means of production
during the war years, one of the important problems was the shortage of labor. The absence
of skilled workers has been felt in all victorious or defeated states, especially during the
war years and the first years following the war (BUMH, 1946: 5). The problem of not
providing sufficient labor force in the basin, including the pre-war period, was one of the
factors that prevented coal production from reaching a sufficient level. When the profile of
the labor force working in the basin is examined, it is seen that a very small portion of
them are permanent mine workers, and the majority of the workers consist of short-term
workers who work in mines during certain periods of the year and return to their villages
(BUMH, 1944: 45)2.
In some documents of Etibank, it is stated that labor shortage will be met by the students to
be sent to Europe by MTA (BUMH, 1943: 6). However, the lack of personnel is seen not
only in technical affairs but also in administrative affairs, especially accounting. For this
reason, Etibank gives importance to personnel training and education. The organization
organized training programs on this occasion and also provided various social
opportunities for seasonal workers. Etibank’s social policy includes issues such as
providing various assistance to workers and their families, encouraging them to engage in
cultural activities and taking care of health checks. Another point that draws attention to
Etibank’s workforce policies is the employment of foreign employees to address the
problem of lack of specialized personnel. By allowing the employment of foreign
personnel who are experts in the work of the institution, it has tried to eliminate the lack of
specialized personnel and aimed to train other personnel working in the institution by
specialized persons. Foreign workers have also held senior management positions such as
mining consultancy (BCA, 30.18.1.2/86.36.3).
In order to overcome this problem, the Government’s way of pursuing the National
Protection Law was to establish job obligation in the Ereğli Coal Basin on 27 February
1940. This was followed by some other jobs and wage job liability decisions for the Eti
Bank Garp Lignite Plant. Within the scope of this law, on September 2, 1942, overtime
work was carried out in coal mines up to three hours a day. Furthermore, on May 20, 1940,
all industrial institutions were exempted from the Week-Break Act. It was decided that
boys over the age of 16 may be employed in mining on 22 February 1941.
2
It took time for the economic state enterprises to get used to the factory working conditions of the labor that was rerecruited from the villages in the first years of the establishment and this was an important problem that reduced
productivity. For this reason, measures have been taken by the Government to improve the body and intellectual power of
workers (Zaim,1968: 123-124).
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Activities (1937-1950) (Bengü Doğangün Yasa)
It is seen that the business obligation application is specifically issued for the projects to be
carried out. In other words, it is subject to legal permission for each project. It is seen in
the documents that the main purpose of the obligation is to increase production. Regarding
the implementation engineers and physicians were also assigned. It is observed that the
conditions of war impede the application of business obligation (BCA, 30.18.1.2/ 90.17.11;
BCA, 30.18.1.2/ 98.42.16; BCA, 30.18.1.2/ 92.98.7).
The business obligation was not absolute and contained certain conditions for its
application. In order to be able to apply the obligation, the worker must be from the
Zonguldak province, worked in coal works or belonged to the families who have been able
to work in these works and have reached the working age. Among those residing in other
provinces, only craftsmen and workers who can benefit from their work and information in
mining works are subject to obligation. In the 10th article of the same decision, the
principle of returning the people who are not eligible to work to the villages by examining
their health status is accepted, which is assumed to be their duty (Topçuoğlu, 1956: 310).
In accordance with the decision dated 27 February 1940 in the Eregli Coal Basin, the
obligation of work was aimed at increasing the production of coal. The application
remained in force until 1 September 1947. Liability applications has increased the number
of workers in coal mines in Turkey considerably. The number of workers, which was
23,666 in 1937 and 24,804 in 1938, reached 45523 in 1943 after the obligation. The share
of the workers in the coal mines among the total workers subject to the Labor Law has
increased parallel to this and it has increased from 8.92% in 1937, 12.32% in 1938 to
15.46% in 1943. It is seen that the increase rate of the average number of workers in the
basin has exceeded 50% since 1944. The total number of taxpayer workers has reached to
58,000, 52,000 of which are alternate and 6,000 are permanent taxpayers (BUMH, 1944b:
91). In the light of these figures, it can be said that job liability has at least quantitatively
achieved the goals expected from it and significantly increased the use of labor in mining
(MTA, 1941: 83).
2.1.1.1. Etibank Ereğli Coal Enterprise Production and Investment Activities
Businesses which now Eti Bank and Eregli Coal Organization of establishment from the
beginning realized tuvenane 1937 (unprocessed), tons of coal production and its share in
Turkey’s total coal production of this production are given in Table 1:
Table 1: Eti Bank Ereğli Coal Organization Raw Coal Production and
Coal Production Share in Turkey*
Year Total
Ereğli Coal
Share
Production Organization
(%)
1937
2.306.869
692.060
30
1938
2.589.000
776.700
30
1939
2.696.497
775.782
28.77
1940
3.019.458
1.026.011
33.98
1941
3.019.626
3.019.626
100
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
1942
2.509.614
2.509.614
100
1943
3.162.605
3.162.605
100
1944
3.554.279
3.554.279
100
1945
3.719.708
3.719.708
100
1946
3.830.538
3.830.538
100
1947
3.945.119
3.945.119
100
1948
4.021.797
4.021.797
100
1949
4.181.375
4.181.375
100
1950
4.360.598
4.360.598
100
*Compiled from the reports of the General Audit Committee and the balance
sheets published in the MTA Journal in various years.
It was observed that coal production, which was 597,000 tons in Ereğli in 1923, when the
Republic was first established, increased considerably. The highest value of world hard
coal production was realized in 1929 with 1.332.600.000 tons and the lowest value in 1932
with 960 million tons. Since then, production has been steadily rising. The bottom level of
world coal prices was observed in 1933. Production increase can be considered as an
important economic development (MTA, 1937: 4).
The production of Ereğli Coal Company, which is operated by Etibank, increased from
471,050 tons in 1937 to 763,456 tons in 1938. This value corresponds to approximately
30% of the total hard coal production in 1938. The remaining 70% of the production was
realized by private enterprises. With the Fusion Law, the number of these enterprises
decreased from 28 in 1936 to 22 in 1937 and to 16 in 1938. The capital of private
enterprises varied between TL 20,000 and TL 400,000. The production scales of private
companies also vary greatly. This situation was thought to cause fragmentation and
inefficiency in the Basin and it was deemed necessary to combine the mining sites. This
was stated by Prime Minister Refik Saydam; ‘’It is obvious that it is necessary to apply for
a more punitive measure, such as gathering a working hand in the basin.’’ He also stated
that the operation of the quarries in the coal basin under a single administration by the state
was taken as a precaution not only for mining but also for the general economic situation.
He emphasized that the increase in coal production was inadequate against the needs and
demands of domestic and foreign markets. In this respect, he stated that the quarries should
benefit from more advanced techniques and more capital (MTA, 1940: 2).
The increase in raw material consumption in the industry has led to an increase in the sales
of hard coal, coke and briquettes to private enterprises (MTA, 1944: 161). For this reason,
some measures have been taken by the government to regulate and expand the production
conditions of the Basin. In order to facilitate shipment and loading operations, various
investment plans have been prepared such as the modernization of Ereğli Port, the
rehabilitation of the roads in the basin and the provision of the means for the workers to
and from the work places. The life level of the workers was increased, hot food and bread
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Activities (1937-1950) (Bengü Doğangün Yasa)
were distributed free of charge and health care was given importance. As of 1.9.1942,
social security law was applied to workers and their families. Employees are subject to the
Barem Law and the promotion period of the employees in the quarry is shortened
compared to other employees (MTA, 1943: 5). In order to form the team of masters,
sergeants and mining technicians, MTA three-year sergeant school and a four-year ’Mining
Technician’ school were opened in Zonguldak. In order to meet the need for mining poles
of the basin, a cooperation was made with the General Directorate of Forestry (MTA,
1944: 161).
In the Republican era, besides hard coal production, export is also an important economic
resource. 23.610.046 tons of coal was produced from Zonguldak coal basin, 12.423.345
tons of this amount was used domestically and 4.527.985 tons could be exported (MTA,
1938: 2). World coal production reached 90% of 1929 production in 1938. On the other
side Turkey’s coal production reached nearly doubled in 1938. The increase in hard coal
production for the next 10 years has reached 1.275.000 tons (MTA, 1940: 156). In this
increase, the nationalization application realized through Etibank has a large share. Since
1938, the mining program has been considered within the scope of three-year programs.
These programs are aimed to increase exports at a high rate (MTA, 1938: 2). When the
production of the year 1941, which is indeed the end of the first program, is examined, it is
seen that this goal has been achieved despite the coincidence of the war years. During the
period, the highest amount of hard coal was exported to Greece. But export stopped by the
disruption of navigation (MTA, 1942: 189-190).
It is observed that Eregli Coal Enterprises has a 33.98% share in hard coal production in
1940. This figure, which reached 28.77% in 1939 production values, indicates a significant
increase in the share of the establishment in production. The main reason for this increase
is the nationalization of the mines in the Eregli-Zonguldak basin since 6.12.1940 and the
production has been made to the Eregli Coal Enterprises account. In 1940, upon the
purchase authority given by Law Number 3851, all the quarries of the basin were
transferred to Ereğli Coal Operations. The Basin was started to be controlled and managed
from a single source with this law (MTA, 1941: 84). The most important result obtained by
the fusion law is that production figures increased from 2.695.000 tons in 1939 to 3 million
tons in 1940 (MTA, 1941b: 1).
In 1940, 25.76% of hard coal consumption was made by State Railways, 15.02% by
Karabük Iron and Steel Factories, 9.92% by Seaways and 7.69% by Electricity Enterprises.
These figures show that approximately 60% of annual coal production is generated by four
main elements of modern economic life (MTA, 1941: 86).
In 1941-1942, due to the adverse weather conditions and the shortage of materials,
especially the mining pole, the hard coal quarries stagnated compared to the previous
years. The hard coal production of the basin amounted to 2.509.614 tons in 1942 and it was
observed that it decreased by 20% compared to the production in 1941 (MTA, 1943: 3).
According to the statistics of 1942, the mining sector took the first place with 25 billion
dollars which constitutes 25% of the national income which is 120 billion dollars in the
United States. Mining in about 5 billion dollars in national income of Turkey took place
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
the same year, took place at a level that can be considered inadequate by 100 million
pounds (MTA, 1947: 6). It can be said that this determination has an important role in
shaping the plans and programs in the sector.
The development of mining continued despite the international instability. Despite the
difficulties in terms of foreign trade, there was a significant increase in the sales of mines
to the foreign market, which also improved the balance of foreign trade. It is thought that
the coal industry constitutes the cornerstone of the economic development program in
terms of the economic value it creates, and the increase in production and new investments
in the mines for this purpose are prioritized (MTA, 1948: 5).
With the acceleration of statational activities in mining, by 1945, the state’s share in hard
coal production was 100%, 91,5% in lignite production, 95% in iron and steel production,
100% in copper production, 52% in chromite production, 97% in sulfur production and
67% in cement production (MTA, 1945: 5).
Despite the fluctuating developments in coal production in the establishment, it is seen that
the objective of increasing production with the application of business obligation is
reached except for periods where production is interrupted for certain reasons. In addition
to labor force problems, among the reasons of production failure. In addition to the many
problems experienced in parallel with the conditions of war; the lack of land and sea
vehicles, the absence of materials and machinery or the necessity of producing with
scraped machines, difficulties in supplying the mine mast. All these problems continued
throughout the war period and increased the problems experienced in production (BUMH,
1941b: 4).
Among these problems, supply of mining pole, which has the most important share in total
cost in terms of production inputs, is frequently emphasized. It is stated that the prices of
the mining pole increased rapidly especially after 1939. The mine pole is obtained from the
General Directorate of Forestry in Turkey and imported when the General Directorate of
Forestry stocks are insufficient (BUMH, 1945: 16).
In the mining sector, which has high investment costs due to its nature, new facilities
should be established and maintenance and repairs of existing facilities should be carried
out in a timely manner in order to ensure efficient use of resources and sufficient
production. With the transfer of the coal quarries within the basin to Etibank, a rational
operating regime in line with the needs of the quarries began to be implemented, but since
the transfer operations took place during the war years, the investment activities could not
start following these operations. In time, additions were made to the technical equipment
of the basin, new facilities were established and new social facilities were provided (Apak,
Aydınelli and Akın, 1952: 296). The most important investment activities in the Ereğli coal
basin included the main production facilities and washing, loading, transfer and transport
facilities, and the accrual of the plans for the establishment of these facilities was
particularly dependent on the availability of financial facilities.
In the early years of Etibank’s operations, the activities in the mining field were more than
re-establishing or improving the existing facilities. The institution is directed to transfer of
capital to the institutions and affiliates affiliated to it. In this context, it is seen that an
important capital transfer took place between 1938-1940 (Tuna, 2002: 322). In 1936, the
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An Institutional Approach to Industrial Intervention in Turkey: Analysis of Etibank Ereğli Coal Enterprises
Activities (1937-1950) (Bengü Doğangün Yasa)
total investments made by Etibank were around 84 million TL, and in 1940 this figure
amounted to 10 billion TL (Apak, Aydınelli and Akın, 1952: 282-283).
The earnings of mining companies in 1948 reached the highest level in mining history.
Therefore, the mining industry has gained importance and it is possible to invest more in
the sector. In the Ereğli Coal Basin arasında arasında Among the various works that
constitute the first part of the General Management Program and amount to approximately
58.793.000 dollars; the mechanization and electrification material of the quarries, the
lavuar and sediments; the construction and equipment of the Zonguldak port. As a result of
these works, it is planned that hard coal production will increase by 25% and coal prices
will decrease by approximately 20% (MTA, 1949: 5).
Especially the lack of materials during the war years, the difficulties in meeting the
shortage of machinery and spare parts, the necessity of production in insufficient industrial
facilities due to the lack of necessary investments in the same years and the rising costs;
production activities have been damaged (BUMH, 1945: 5). Due to the loss of relations
between the countries due to the war, there were problems in the procurement of materials
which have vital role in mining production such as mine pole, steel rope, compressor and
spare parts from abroad and this was reflected in production activities (BUMH, 1945: 9).
Although some of these materials were started to be supplied in 1946, the supply shortage
continued as a result of the lack of peace conditions.
1945 was the most depressive period of the war years in operation maintenance, industrial
facilities could not be renewed, Eregli Coal Enterprise central workshop was run like a
workshop to make the facilities efficient. However, the production tools thus obtained were
not efficient because of their high cost. In 1945, the pumice used for the extraction of water
from the mines became unusable and a large part of the mines, especially in the underwater
areas, were interrupted. Labor security has been unenforceable (BUMH, 1945: 18).
It has been determined that underground and surface facilities in the Zonguldak Hard Coal
Basin have lost their lives and become a bottleneck for production increase. “Basin Large
Management Preliminary Project” was designed; to maximize the use of existing facilities,
on the other hand, to replace the small and incomplete facilities with high capacity and
efficient facilities, to reduce costs, increase worker safety and to double production. In the
Development Plans of 1945, projects for expanding the basin and increasing production
and exports for hard coal that may be needed in the iron, steel and energy sectors were
included.
As a result of the shortage of coal supply in Europe as of 1946, coal exports started in the
same year. However, due to the importance given to meeting the domestic coal demand,
the amount of exports was limited to the coal production of the basin. In order to meet the
domestic demand, it is envisaged to increase the share of the lignite mine and to increase
exports and to provide more foreign exchange sources (BUMH, 1946: 7-8). In the report of
1946, it is mentioned that the 1946 Devaluation played an important role on sales and
increased exports (BUMH, 1947: 8).
One of the first investments made by Etibank was the briquette plant in Zonguldak in 1939
to produce briquettes made of hard coal. This property was operated until 1987. In 1941,
with the fusion decision, power plants were connected to each other in Ereğli Basin. This
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
increased both productivity and job security. One of the important investments made was
the construction of the 60,000 kilowatt large Çatalağzı power plant in order to supply
energy needs (MTA, 1941: 88). Üzülmez and Karadom Lavuars, which are necessary to
prepare coal for use in coal mining, started operations in 1942. Asma Kriblaj Installation
which was an investment that would enable coal to be extracted and cleaned, was
completed in 1943 (BUMH, 1943: 7). In the same year, infrastructure investments to
overcome the transportation problems were given importance. Derivation of Kozlu, Kilimli
and Üzülmez streams was made. In addition, construction of Zonguldak-Kozlu,
Zonguldak-Asma, Zonguldak-Çaydamar, Zonguldak-Çatalağzı and Ereğli-Armutçuk
railways were completed. Warehouses and hangars for the storage of food, barley, straw,
mining pole and fuel were built. Kozlu Power Plant was completed in 1945 and a lamp
shop was built in Armutçuk.
Zonguldak Port and Loading Facilities, established to ship coal produced in the Basin in
the late 1800s, have undergone many changes and have survived to the present day. During
this period, Ereğli Port and some other loading docks and facilities as well as the facilities
that were attempted to lighten the load maintained their importance at the beginning of this
period. Within the scope of the Marshall Plan implemented in the Basin and in parallel
with the Management Program, the increase of the production increase planned to be
experienced in the Basin from Zonguldak has been extremely important for these reasons.
In order to respond to increased production during the war years, EKİ and Etibank
executives made efforts to renew and develop Zonguldak Port and Loading Facilities.
Within this framework, a commission consisting of American experts and representatives
of EKİ started the works. In 1949, the contract for the expansion of the existing port, the
construction of railway connections and coal loading facilities was awarded to a Dutch
company. The construction of the port and its facilities was completed in 1953 (Zaman,
2004: 114-117).
The labor intensive production relations and obligation period applied in the Basin was
terminated as of the end of the war. With the help of the Marshall Plan, it was aimed to
reduce production costs, increase production capacity, and ensure efficiency and safety. In
order to realize this target, the mechanization and renovation needed in the production
process have been tried to be realized. In addition, many new investments are planned to
be implemented (MTA, 1954-1955: 115).
Etibank management wanted to plan the investments to be made in order to increase
productivity and production within a program and since 1948, ‘Amenajman Programs’
were implemented. With the programs that will ensure the technical and economic
development of the basin, the renewal of the underground and aboveground facilities and
the organization of their activities are planned. With this program, it is aimed to increase
the annual sales of 2,7 million tons of hard coal to 5,2 million tons. II. The investment
projects launched to increase production after World War II has been implemented with
some rearranging with little change provided under the Marshall Plan to 103,5 million
dollars in external funding (MTA, 1954-1955: 115; BCA, 30.1.0.0/80.507.5). Measures
that will enable the planned works to be implemented as desired within the framework of
the program were also considered; important duties were assigned to the Ministries in these
matters (BCA, 30.18.1.2/118.108.14).
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Activities (1937-1950) (Bengü Doğangün Yasa)
The Amenajman Project, which was put into practice in 1948, was divided into two periods
as 1948-1952 and 1953-1957. Within the framework of Marshall aid, the first party aid
material came to Zonguldak Port on December 26 1949. Many new investments have been
realized within the scope of the project. The construction of the Çatalağzı power plant was
completed in 1948 (Apak, Aydınelli and Akın, 1952: 296). The daily production capacity
of the briquette factory, which was established in 1937 by the German Heinreich Koppers
company, was 160 tons, and in 1953 another press machine was increased to 300 tons. The
construction of the Tunçbilek lavatory was started in 1948 (BUMH, 1948: 18). In this
period, important technological breakthroughs were also included in the production
process.
In 1949, the Marshall Loan came to the wider use of the loan and it was aimed to organize
mining program and projects especially in terms of hard coal (MTA, 1950: 5). The mining
sector was also detailed with the Law Number 5582 on line Transfer of Aid to Budget and
Treasury Accounts under the Marshall Plan. By increasing the share of private capital in
the sector in order to receive this aid are expected to go to the change in economic policy
from Turkey.
Within the framework of the Marshall Plan prepared by the United States of America,
approximately 5 billion dollars has been allocated for European Economic Cooperation
between April 1948 and June 1949. Part of this amount allocated to Turkey was $ 30
million. Approximately 62% of this figure, 18.852.000 dollars is allocated to Etibank for
the installation and equipment of mines (BUMH, 1948: 9). It is seen that Etibank has also
been allocated a significant amount of indirect aid. A total of USD 5.589.876 was granted
between 1949-1953 to be used in the importation of construction materials and machinery.
The largest share of this amount was taken by Ereğli Coal Enterprises (Avşaroğlu, 2008:
22-23).
In order to ensure that private capital is located in the mining area, blocked sites were
released for exploration, and various agreements were made with foreign companies to
establish new projects to increase production. As of 1950, many new investments have
been implemented to modernize the equipment in the basin. The impact of these measures
was manifested in a short time, 619 of the citizens applying for searching were given
exploration and 19 of them were granted operating licenses (MTA, 1951: 5-6).
Ereğli Coal Enterprise is the institution employing the most workers among Etibank
institutions. Table 2 shows the average daily number of workers per year. Due to the
presence of periodically employed workers, the total number of workers fluctuates. It is
observed that the total number of workers employed within the organization within the
year is well above the average daily number of workers.
Table 2: Number of Workers
Year
Daily Average Number of
Workers
1941
21.738
1942
21.793
152
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
1943
26.814
1944
29.242
1945
29.605
1946
28.183
1947
28.209
1948
27.215
1949
27.626
1950
27.061
1951
26.889
1952
28.648
1953
31.089
Source: MTA, 1954-1955: 117.
It is observed that the total number of workers, including the seasons, increased
significantly from year to year relative to the average number of workers. The total number
of employed people reached 4,423,928 in 1940, and in 1950 this number reached
9,333,575. This huge difference between the two makes it clear that the employment
problem in the sector is not preferred.
Table 3 shows the productivity of workers calculated by the amount of quarried coal
produced per worker. According to the data, it is clearly observed that labor productivity
increases with the investments made especially after 1945.
Table 3: Worker Productivity
Yıl
İşçi Başına Düşen
Miktar (kg)
1941
626
1942
618
1943
576
1944
608
1945
605
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An Institutional Approach to Industrial Intervention in Turkey: Analysis of Etibank Ereğli Coal Enterprises
Activities (1937-1950) (Bengü Doğangün Yasa)
1946
636
1947
647
1948
688
1949
726
1950
756
1951
823
1952
880
1953
916
Source: MTA, 1954-1955: 117.
The workers working in the coal mines have been the peasants of the Zonguldak region
since the first time coal mining was started. These workers alternately worked in the mine
for a while in the fields. The majority of the workers coming to the mine for the period of
the workers to go to the mine generally changed according to the current season.
Particularly in the spring to autumn, especially in the summer, there is a shortage of
workers. Most of the workers working in Eregli Coal Mine in Zonguldak are the people of
the regions included in the Basin hinterland and villagers along the Black Sea coast. To
keep the worker in the industrial zone, he has applied many measures to the establishment
to provide a continuous mass of workers by making the mining workers attractive enough
to discourage the peasant from farming (Topçuoğlu, 1956: 309). For married workers, it is
decided to build blocks with flowers in front and vegetable gardens in the back. With these
practices, it is aimed to derive workers who will obtain mining jobs continuously. It was
desirable that mine labor be adopted and traditionalized by the people of the region as in
the industrial countries (Çağlar, 1937: 39). One of the measures taken for this purpose was
the social assistance expenditures paid to the workers.
In Table 4, the total wages, social benefits and cost per wage paid to the workers employed
within the organization are given in TL. In order to meet the basic needs of workers such
as transportation, shelter and nutrition, each year, the budget is allocated as part of social
expenditures. In the table, it is observed that the amount of expense per journal increases
every year.
Year
Table 4: Total Worker Costs (TL)
Wage
Social
Per Wage
Asistance
154
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
1941
9.422.000
1.333.000
1.65
1942
12.007.562
3.388.000
2.15
1943
15.480.186
11.219.000
2.89
1944
19.268.296
11.802.828
3.22
1945
22.262.122
13.810.819
3.49
1946
22.898.695
13.877.000
3.69
1947
27.259.348
14.395.403
4.37
1948
28.099.972
14.852.868
4.54
1949
28.592.759
15.770.996
4.68
1950
30.989.403
14.243.245
4.85
1951
31.648.041
15.467.115
5.15
1952
35.778.225
18.121.686
5.94
1953
43.080.840
26.077.453
6.95
Source: MTA, 1954-1955: 117
The profit and loss statement of Ereğli Coal Enterprise is given in Table 5 in order to
evaluate the results of the operational activities. It is seen that the institution closes each
year it operates with loss.
Table 5: Profit and Loss between 1937-1950 (TL)
Year
Profit
Loss
1939
-
470.114
1940
-
834.830
1941
-
3.551.606
1942
-
9.244.954
1943
-
1.561.917
1944
-
5.806.752
1945
-
12.293.963
1946
-
7.739.015
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Activities (1937-1950) (Bengü Doğangün Yasa)
1947
-
18.352.302
1948
-
19.486.065
1949
-
13.012.003
1950
-
7.421.698
Source: Compiled from BUMH Reports
Between 1940 and 1945, the necessity of production in inadequate industrial facilities and
the attempt to manufacture the production vehicles that could not be obtained from abroad
but which could not be provided at home caused the costs to increase. In addition to this,
the sale of low-cost coal to various public institutions, especially the military, has an
important role in the accrued loss (BCA, 30.18.1.2/92.90.19). In addition, especially during
the war years, world mineral prices were kept at constant prices and the prices determined
were insufficient to cover production costs (BUMH, 1945: 5).
The Agency’s reports frequently draw attention to the difficulties experienced in obtaining
financial resources. Firstly, the negative effects of the problems experienced in the supply
of money and then in the supply of materials on production and operation activities are
mentioned. The necessity of selling coal at a price lower than its cost, the high interest
rates to be paid and the failure to meet the maturity of the bonds caused significant
financial problems. The management of the Bank describes these financial problems as
desperation from time to time and complains that some of the time and effort to be spent
on production activities is spent on the solution of financial problems (BUMH, 1948: 9).
On the basis of the economic needs of the country, it was observed that the coal prices
determined by the Government were below the production costs and that the Ereğli Coal
Institution suffered in 1946, 1947, 1948 and 1949 (BUMH, 1948: 13-14; BUMH, 1949:
21). In 1950, coal sales prices were kept below the production costs for the same reasons.
However, production was higher than the figures foreseen in production planning, which
had a mitigating effect on fixed costs. In addition, one of the important cost items, the
supply of the mine pole at a cheaper price and the provision of more rational working
conditions throughout the enterprise reduced production costs and reduced the losses of the
enterprise (BUMH, 1951: 9).
3. CONCLUSION
Etibank was founded on the idea that the state should take part in the field of mining as an
operator. Representing the state in the field of heavy industry, the institution has many
establishments to operate different mines. Head of the concepts to be used for the first
time, with statism applied in Turkey shows that the adoption of the principles of a mixed
economy and transience. In this context, Etibank was the first institution to show concrete
perspective of private capital and privatization. Instead of the continuation of state capital;
The main purpose of this course is to gain an important industrial branch to the national
economy and to transfer the institutions to private capital over time. This matter has
constituted one of the key principles of interventionism industry in Turkey.
156
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
It is observed in the BUMH Reports of the institution that we have reached from the
republic archive, a very detailed analysis has been made regarding the economic activities
of the institution. Both the relevant reports and the scientific articles published in the
Mineral Research and Exploration Institute Journal published within MTA shed light on all
developments related to the mining sector. They have been an important economic
resource in determining the policies to be implemented and transferring economic
developments at international level. These detailed analyzes are almost an industrial plan.
In this respect, all these documents have contributed to the planning process is one of the
important mechanisms of industrial interventionism.
Eregli among the largest corporate-owned establishments Coal Management Organization,
has installed an important task in meeting Turkey’s coal needs. Most workers employed by
Etibank worked for Ereğli Coal Enterprises. Therefore, the company constitutes the most
important institutional model in the analysis of Etibank activities in terms of qualitative
and quantitative aspects of production. Business activities in order to continue the
implementation of all policies is seen as a move consistent with the statist model of
integrity implemented in Turkey.
In the documents of the institution, it is often pointed out the difficulties in obtaining
financial resources. Firstly, the negative effects of capital and then material supply
problems on production and operation activities are mentioned. It is understood that there
are two major problems in terms of the continuation of the activities of the institution. The
most important of these problems was the quantitative and qualitative insufficiency of
labor supply. The other one is the negative cyclical developments arising from the war
years. In spite of these negativities, all of the main objectives such as the establishment of
highly efficient facilities in the basin, increasing production and meeting the industrial coal
need have been achieved. After being transferred to Etibank, it has begun to assume the
entire coal production in Turkey.
Production activities continued and a remarkable development was observed in
quantitative terms during the times of depression such as the crisis of 1929 and World War
II in which production and export activities came to a halt, The steady attitude of the
Republican government in line with the aim of industrialization, the importance given to
mining, investments in infrastructure and efforts to form social policy have enabled
production to increase despite the economic conditions.
The nationalization policies which one of the important elements of industrial
interventionism has been applied in Ereğli. The Fusion Law brought about the increase in
yields by gathering the mining sites in a single hand. Moreover, with the Mahrukat Law
enacted within the framework of the National Protection Law, coal allocation was provided
to governmental institutions at prices below the production costs. The implementation of
business obligation which was put into effect as a non-substitutable policy in the solution
of labor scarcity, was socially destructive, but it was economically beneficial with social
laws to improve social rights.
The organization has allocated coal to the state-owned institutions below the market price
and has made significant progress in establishing permanent staff and training qualified
personnel. In addition, it has paved the way for the private sector with its investments and
contributed greatly to gaining the potential power that private capital will need. Conditions
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An Institutional Approach to Industrial Intervention in Turkey: Analysis of Etibank Ereğli Coal Enterprises
Activities (1937-1950) (Bengü Doğangün Yasa)
have been tried to be established to ensure that the private enterprise is included in the
economy. This social benefit created makes it insignificant for the institution to close each
year of activity with loss.
Ereğli Company is the basic institution of the coal industry in Turkey with all these
features. It shows the stability and control of economic resources as well as the practices
supporting private capital and the objective of economic independence. In this context, it
has been an important institutional model which proved Turkey’s statism is pragmatic but
not ideological.
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OFFICIAL PUBLICATIONS
5. The Grand National Assembly of Turkey
TBMM Zabıt Ceridesi, Yıl: 1937, Cilt 19,
TBMM Zabıt Ceridesi, Yıl: 1940, Cilt 11
B.OFFICIAL NEWSPAPER
TC Resmi Gazete, 22.06.1935, Sayı: 3035
ARCHIVE DOCUMENTS:
BAŞBAKANLIK CUMHURİYET ARŞİVİ (BCA)
A. REPORTS:
Başvekâlet Umumi Murakabe Heyeti, (1940). Etibank 1939 Yılı Umumi Murakabe Heyeti
Raporu, Ankara.
Başvekâlet Umumi Murakabe Heyeti, (1941). Etibank 1940 Yılı Umumi Murakabe Heyeti
Raporu, Ankara.
Başvekâlet Umumi Murakabe Heyeti, (1942). Etibank 1941 Yılı Umumi Murakabe Heyeti
Raporu, Ankara.
Başvekâlet Umumi Murakabe Heyeti, (1943). Etibank 1942 Yılı Umumi Murakabe Heyeti
Raporu, Ankara.
Başvekâlet Umumi Murakabe Heyeti, (1944). Etibank 1943 Yılı Umumi Murakabe Heyeti
Raporu, Ankara.
Başvekâlet Umumi Murakabe Heyeti, (1944b).
Heyeti Ek Raporu, Ankara.
160
Etibank 1944 Yılı Umumi Murakabe
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
Başvekâlet Umumi Murakabe Heyeti, (1945). Etibank 1944 Yılı Umumi Murakabe Heyeti
Raporu, Ankara.
Başvekâlet Umumi Murakabe Heyeti, (1946). Etibank 1945 Yılı Umumi Murakabe Heyeti
Ek Raporu, Ankara.
Başvekâlet Umumi Murakabe Heyeti, (1947). Etibank 1946 Yılı Umumi Murakabe Heyeti
Raporu, Ankara.
Başvekâlet Umumi Murakabe Heyeti, (1948). Etibank 1947 Yılı Umumi Murakabe Heyeti
Raporu, Ankara.
Başvekâlet Umumi Murakabe Heyeti, (1949). Etibank 1948 Yılı Umumi Murakabe Heyeti
Raporu, Ankara.
Başvekâlet Umumi Murakabe Heyeti, (1950). Etibank 1949 Yılı Umumi Murakabe Heyeti
Raporu, Ankara.
Başvekâlet Umumi Murakabe Heyeti, (1951). Etibank 1950 Yılı Umumi Murakabe Heyeti
Raporu, Ankara.
B. Archive Documents:
BCA, Fon No: 030.18.1.1 Kutu No: 18-Dosya No: 22 –Sıra No: 4 Kocaeli’nin Hamidiye
Köyündeki Hükümete ait arazide Türk Ticaret ve Sanayi Bankası’na petrol arama izni
verilmesi, 28 Mart 1926.
BCA, Fon No: 030. 18. 1. 2 Kutu No: 86-Dosya No: 36-Sıra No: 3 Etibank Maden
müşaviri Ernest Zimmerman’in 4 yahudi yakıının memleketimize gelmelerine ve
oturmalarına izin verilmesi, 27 Nisan 1939.
BCA, Fon No: 030.18.1.2 Kutu No: 90-Dosya No: 17-Sıra No: 11 Ereğli Kömür
Havzasındaki istihsalatın artırılması için ücretli iş mükellefiyeti ile ilgili diğer bazı
tesislerin teşkili, 00.00.1940.
BCA, Fon No: 030.18.1.2 Kutu No: 92-Dosya No: 90-Sıra No: 19 Ordu birlikleri için
alınacak maden kömürlerinin Etibank’tan pazarlıkla satın alınması, 13.09.1940.
BCA, Fon No: 030.18.1.2 Kutu No: 98-Dosya No: 42-Sıra No: 16 Kömür Havzası İş
mükellefiyeti takip müdürlüğü emrinde Kozlu Dispanseri görevinden Yd.Dr. Tğm. Osman
Öner’in tecilinin kaldırılması, 21.05.1942.
BCA, Fon No: 030.18.1.2 Kutu No: 92-Dosya No: 98-Sıra No: 7 Nafia Vekâletinin yol,
köprü, meydan ve iskele inşaatlarına yeterli miktarda nakil vasıtası temini için malzeme ve
eşya nakline ait bütün vasıtalara ücretli iş mükellefiyeti konulması, 11.10.1940.
BCA, Fon No: 030.1.0.0 Kutu No: 80-Dosya No:507-Sıra No: 5 Marshall Planından 19481950 yıllarında Türkiye’ye yapılan yardımlar, 00.00.1950.
BCA, Fon No: 030.18.1.2 Kutu No: 118-Dosya No: 108-Sıra No: 14 Marshall Planının
uygulanması için Bayındırlık Bakanlığı’nca yürütülecek teknik işlere lüzumlu kredi
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Activities (1937-1950) (Bengü Doğangün Yasa)
sağlanması için Paris’e gönderilecek mühendis Şeref Karamürsel’e yevmiye verilmesi,
26.03.1949.
162
The Impact of Foreign Aid On Economic Growth: Empirical Evidence From Somalia
Using ARDL Approach
Gülten DURSUN1
Omar Mohamed ISMAIL2
1. INTRODUCTION
It has been widely mentioned that the main objective of the official development assistance
(ODA) is to transfer resources and know-how from richer countries to the developing
countries in order to accelerate social and economic development in that poorer countries.
Developing countries often experience many economic complications such as sluggish
growth in GDP, lower per capita GDP, poor balance of trade and lack of investment in the
economy. Many developing and underdeveloped countries including Somalia require funds
in the form of Aid, Grant or Loans from developed nations, international financial
institutions, and consortiums. Some development scholars claim that aid establishes a great
deal in filling the capital gap experienced by developing economies in which saving rates
are very low. Furthermore, those scholars argue that apart from its contributions in
capitalizing the undercapitalized developing economies, aid can boost economic growth
through the opportunities it offers for building the capacities of local cadres, elevating the
healthiness of human capital and establishing better infrastructures.
A number of studies have been conducted in the area of foreign aid and there are several
arguments weather the aid boosts economic growth or not. Normally the studies proposed
three different about this issue; negative, positive and neutral effects. Using a regression
analysis of a cross-country is found out evidence of an enormously positive effect of the
foreign aid on the economic growth Appling samples of thirty-four and fifty-one countries
in the 1950 and 1960 respectively Papanek (1973). Gupta et al.(1983), found in the same
result and concluded their empirical analysis that aid has a substantial significance effect
on economic growth.
Other authors argue that the ODA consequence the growth negatively, aid may often
establish untrue expectations and likely be to carry out some normal implementation
arrangements, which sometimes may result worsen at growth Burnside and Dollar (2000)
though it is remarkable positive if monetary, fiscal and trade policies are supportive
instruments, while (Mosley, 1980; Boone, 1996; Jensen and Paldam, 2006) indicated that
aid has no significant evidence of showing economic growth contribution. A recent paper,
Doucouliagos and Paldam (2009) and a more recent one, Doucouliagos and Paldam
(2011), stated that aid or some components of aid has a small positive effect but not
significant. Foreign assistances are unsuccessful as well as possible to the opposite (offset) the production, misshapes the market and creates corruption (Prokopijevic, 2006).
Underdeveloped nations such as Somalia are more likely perpetually unable for making
development because of suffering a deficiency disease which means inadequate capital and
1
Associate Prof., Kocaeli University, Faculty of Economics and Administration Sciences, Department of
Economics,Umuttepe / Kocaeli;
[email protected].
2
Kocaeli University, Institute of Social Sciences, Graduate Student in Economic Development and
International Economics,Umuttepe / Kocaeli;
[email protected].
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The Impact of Foreign Aid On Economic Growth: Empirical Evidence From Somalia Using ARDL Approach
(Gülten DURSUN and Omar Mohamed ISMAIL)
technology (Morgenthau, 1962). Foreign aid recipients trust the ODA as an important
source of revenue for instance in Somalia over one-third of the GDP is contributed by the
aid (Pallageand Robe, 2001).
Most of the paper related aid studies are dealing with a cross country, proposing opposite
results and no more studies about Somalia in this issue. Given this concern, this paper has
164nalysed the impact of ODA on the economic growth in Somalia to determine whether it
belongs to negative, positive, neutral or mixed effects. Towards this aim, the paper applies
the autoregressive distrusted lag (ARDL) bounds tests for co-integration and utilizes a time
series extend over the period of 1985 to 2017 to carry out the intended empirical
investigation.
Apart from the introduction the paper is organized as following: The next section briefly
discussed the quick overview on the evaluation of the foreign aid in Somalia, the third
section deals with a study of literature relevant to the ODA and its role of economic
growth, whereas Section four presents data and methodology- the specification of the
econometric model, nature of the data and source. The empirical findings are exposed and
discussed in Section five. Finally, the conclusion and appendix will be shown in the last
section.
2. OVERVIEW OF FOREIGN AID IN SOMALIA
Somalia achieved its independence in 1960 with the union of Somalia, which had been
under Italian administration as a United Nations trust territory, and Somaliland, which had
been a British protectorate. The United States immediately established diplomatic relations
with the new country.
In 1969, the Somali Army launched a coup that brought Mohamed Siad Barre to power.
Barre adopted socialism and became allied with the Soviet Union. Within the first decade
of the military rule, Somalia became self-sufficient in food production but after the war
between Somalia and Ethiopia in1977, refugees came from Ethiopia and food aid had
begun, then domestic production started to decline because of the lower price of the food
aid. İn 1984, 63 percent of the food consumed domestically was imported and was
completely became a reversal of the situation at independence in 1960 (Warsame, 2012).
For first two decades of the military, Somalia’s strategic importance had huge
repercussions for humanitarian aid operations. High levels of economic and military
support, first from the communist alliance and then from the Western countries, created a
bloated and unsustainable central government and unresponsive to its own people.
Corruption, gross violations of human rights and government manipulation of
humanitarian relief were routinely tolerated by donors; foreign aid workers who dared
complain about the diversion and misuse of aid were thrown out of the country.
Meanwhile, Siad Barre’s regime handled humanitarian crises to enrich itself and advance
its own narrow interests, most egregiously following the Ogaden war in Ethiopia in the late
1970s, when Ethiopian refugee numbers were grossly inflated, aid planned for refugees
was diverted and refugee camps were used as sites to recruit, train and encamp security
forces. According to a subsequent US Congressional study, levels of aid diversion were the
worst in the history of USAID (Warsame, 2012).
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
The military government collapsed in 1991 and after that time Somalia has been suffering
from droughts and conflicts. The situation became worse as it was before and ignored by
the international community, Nearly 300000 people starved to death in 1992 (Human
Rights Watch, 1993). Somalia has been considered a failure state (Anderson, 2009).
Becoming the most insecurity places in the world. In 2008 the two-third of the aid
worker’s deaths were recorded in Somalia (Bradbury, 2010).
Official development assistant has increased from 0.47 Million in 1985 to 1.26 billion in
2017, it was fluctuating the first decade, reaching by the lowest level 1996, then started
slowly to increase and after 2010 raised up since 2017.
1500
1000
500
0
1980
1985
1990
1995
2000
2005
2010
2015
2020
Figure-1. Official Development Assistant (USD, Million)
Source: OECD, 2019.
Somalia has affected many famines but after the collapse of the regime, the most severe
one occurred in 1992-1992 and it was the product of droughts and conflicts, the agriculture
was decreased and the prices of the food were increased, causing extreme malnutrition and
people started to flee their communities in search of food. As it was estimated in 1992, in
between one-quarter and one- third of all underage children had died (Clark, 1992). In
2011 another famine affected the country 29.000 children had died and one-fifth of people
were displaced internally. Unluckily, as the traditional government reported, 2009 and
2010, 96% of the bilateral assistance is corrupted.
Finally, the transition process ended in September 2012, establishing the first permanent
central government and elected Hasan Sh. Mohamud the first permanent president of the
country since the start of the civil war. Unfortunately, the problem still remained and not
solved yet.
3. LITERATURE REVIEW
There is long literature focusing on the effects of foreign aid on economic growth. Before
analysing the impact of ODA on the economic growth in Somalia, to determine whether it
belongs to negative, positive, neutral or mixed effect, it should understand the results of
other related studies. There are opposing arguments about effects aid on economic. The
main goal of the official development assistance is to provide better well-being and
economic development for those nations who gain as well as act a debt killer, creating
higher domestic savings, poverty alleviation and initiating economic growth of the
recipient (Bellone, 2008). The insufficient of the funds and have no investment for capital
goods and human development projects of the developing and underdeveloped nations are
due to the having minimal access to the international financial markets, this is why their
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The Impact of Foreign Aid On Economic Growth: Empirical Evidence From Somalia Using ARDL Approach
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main source of revenue is the foreign aid for capital (Chervin and van Wijnbergen, 2010).
Therefore, using these arguments, Somalia can be dedicated to such that as it is one of the
underdeveloped/developing countries but nowhere in the literature the exact impact of aid
on Somalia’s growth.
Ram (2003), argued that nations those are developing recipients of foreign aid with good
policies, ODA yields economic growth. Hansen and Tarp (2000), summarized their
findings that foreign aid has a positive effect on growth. On the other hand, there are some
arguments relating to the policies of which the aid is under fulfilled and this might depend
on the country’s political practice such that democracy, regime, etc.
Boone (1996), analysed the aid effectiveness to political regimes and found that aid doesn’t
promote investment, nor enhance the living standard of the poor people, but only increases
the size of the government and the aid effectiveness not depend on the type of the recipient
government weather it is liberal democratic or not. Also, he has made a comparison of the
regime and the legislative governments observing at indicators for longevity fundamental
education and infant mortality and concluded that if the gainer of ODA belongs to more
liberal politics, it has better for the lowering of the infant mortality than the least free
regimes.
Burnside and Dollar (2004), addressed the connection between the ODA, growth and the
economic policy but the major focus lies on the impact of ODA to growth by stating that
aid is non-effectual because of the reality that aid is neither associated with government
expenses nor with sudden upraising; aid stimulates growth and significant with good policy
government. Here Burnside and Dollar showed a statement that is about the saying if good
governance is practiced than aid is effective for generating growth of the recipient country.
For a nation development a various sorts of capital have to create because that facilitates
the development as deprived countries need capital, it has to be created variety capital
including; Human capital, physical capital, infrastructure, natural capital, public and
institutional capital and knowledge capital, however, aid generates growth as it creates
human capital accumulation (Sachs, 2006).
The association among foreign aid and economic growth is examined for a sectional of
developing countries (Botswana, Ethiopia, India, Kenya, Sri-Lanka, and Tanzania) taking
1974-1996 data. The outcome shows that the variables are cointegrated in the panel stage
and shown that the foreign aid has positively and statistically significant effect on the
economic growth and also foreign capital or the FDI may lead a favourable influence on
the real income and likely possible to help the savings (Hatemi-J and Irandoust, 2005).
Dowling and Hiemenz (1982), studied the effect of aid on economic growth in the Asian
continent using a sample of 13 countries receiving a substantial amount of aid. After
controlling for the effect of trade, finance and government intervention, they found that aid
has a positive and significant effect on economic growth. Similarly, Levy (1988) studied
the effect of aid in a sample of Sub-Saharan African countries from 1968 to 1982 and
found a significant and positive relationship between the ratio of aid to GDP and economic
growth.
Using a variety of samples and different econometric models, Durbarry et al. (1998),
studied the effect of aid on economic growth, focusing on the optimal amount of aid that
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
would produce economic growth. They found robust evidence that aid would enhance
economic growth, contending that there is an optimal aid level that should be given to the
developing countries to generate economic growth and –with a good macroeconomic
policies, aid as a percentage of GDP around 40% to 45% would enable recipient countries
to generate economic growth. Same to the above result, there are other studies found that
aid has a positive impact on economic growth (Ismail and Adegbemi, 2012; Koç, 2016;
Sheikh Ali et al., 2018). Contrary, some researchers found that a negative relationship
exists between foreign aid and economic growth by using different methods and different
areas, for example (Albiman, 2016; and Easterly, 2003),While Desire (2016) and Jinyang
el at., (2018), found that aid has a conditionally positive impact on economic growth.
4. DATA AND METHODOLOGY
The study employs yearly time series data spanning from 1985 to 2017 for Somalia. The
data on GDP per capita (per capita-constant 2010 US$), gross capital formation, official
development assistance, and trade openness were collected from the Economic and Social
Research and Training Centre for Islamic countries (SESRIC). The other series in the
model apart from GDP per capita and official development assistance are seen as control
variables.
Table- 1. Variables, Measurement and Data Source
Variable
Measurement
Data sources
lnGDP
Natural logarithm of
Economic and Social
real GDP per capita (constant Research and Training Centre
for
Islamic
Countries
2010 U.S. dollars)
(SESRIC)
lnODA
Natural logarithm of
Economic and Social
real
total
net
official Research and Training Centre
development assistance to the for
Islamic
Countries
(SESRIC)
share of GDP
lnOPENS
Natural logarithm of
Economic and Social
Trade Openness to the share Research and Training Centre
for
Islamic
Countries
of GDP
(SESRIC)
lnGCF
Natural logarithm of
Economic and Social
real gross domestic capital Research and Training Centre
Islamic
Countries
formation to the share of GDP for
(SESRIC)
4.1. ARDL Approach to Cointegration
In this study is employed the autoregressive distributed lag (ARDL) cointegration
procedures, as proposed by Pesaran and Shin (1999) and Pesaran et al. (2001), to
investigate for the existence of a relationship between the GDP per capita data, aid, gross
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The Impact of Foreign Aid On Economic Growth: Empirical Evidence From Somalia Using ARDL Approach
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capital formation, and trade openness. As noted, this approach can be applied regardless of
whether I(0), I(1) or mutually cointegrated. Just all the variables must be integrated order
one. ARDL is chosen as the appropriate technique of this study because it possesses
several superior econometric merits compared to other co integrating techniques. For
example, Joh7ansen cointegration test cannot be applied directly if variables of interest are
of mixed order of integration or all of them are not non-stationary at same level; all the
variables must be I (1) while the ARDL can be applied, as long as their order of integration
underlying order one. Another merit of the ARDL cointegration technique is that it
overcomes; serial correlation and homogeneity problems.
The ARDL procedure involves two steps, the first step is to examine the existence of longrun relationships among the variables by using bounds testing procedure proposed by
(Pesaran, 1997; Shin and Smith, 2001).Wald-type (F-test) coefficient restriction test is
conducted to test the null hypothesis. There are lower and upper critical values for the
boundary test. The lower limit value is that all variables are I (0); the upper limit value is
assumed to be all of the variables I (1).
If the F-statistics is greater than the upper limit critical value; there is a cointegration
relationship between the variables and the null hypothesis is rejected. If F-statistics is
below than the lower limit critical value; we accept the null hypothesis that means there is
no cointegration relationship between variables.
F-test is the testing of the null of no cointegration, i.e. 𝐻0 : 𝛼1 = 𝛼2 = 𝛼3 = 𝛼4 = 0 is
tested against the alternative of 𝐻1 : 𝛼1 ≠ 𝛼2 ≠ 𝛼3 ≠ 𝛼4 ≠ 0.
The Second step is to estimate the long-run and short-run coefficients of the same
equation. The second step is run, only in the case of a cointegration relationship was found
in the first step.
The general error correction model is specifies as follows:
∆𝑙𝑛𝐺𝐷𝑃𝑝𝑡 = 𝛼0 + 𝛼1 𝑙𝑛𝐺𝐷𝑃𝑡−1 + 𝛼2 𝑙𝑛𝑂𝐷𝐴𝑡−1 + 𝛼3 𝑙𝑛𝐺𝐶𝐹𝑡−1 + 𝛼4 𝑙𝑛𝑂𝑃𝐸𝑁𝑆𝑡−1
m
m
m
j=0
j=0
+ ∑ 𝑑1𝑗 ∆𝑙𝑛𝐺𝐷𝑃𝑡−𝑗 + ∑ 𝑑2𝑗 ∆𝑙𝑛𝑂𝐷𝐴𝑡−𝑗
m
+ ∑ 𝑑3𝑗 ∆𝑙𝑛𝐺𝐶𝐹𝑡−𝑗 + ∑ d4j ∆lnOPENSt−j + 𝜀𝑡
j=0
j=0
(1)
Where α1, α2, α3 andα4 are long run multipliers, m is the number of lags, α0 is the drift
component and εt are white nose errors.
İf the presence of the long run relationships among the variables is established, second step
is to estimate the following long run and short run models that are represented in Eqs. (2)
and (3) respectively.
m
m
j=0
j=0
𝑙𝑛𝐺𝐷𝑃𝑡 = 𝑑0 + ∑ 𝑑1𝑗 ∆𝑙𝑛𝐺𝐷𝑃𝑡−𝑗 + ∑ 𝑑2𝑗 ∆𝑙𝑛𝑂𝐷𝐴𝑡−𝑗
168
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
m
m
j=0
j=0
(2)
+ ∑ 𝑑3𝑗 ∆𝑙𝑛𝐺𝐶𝐹𝑡−𝑗 + ∑ 𝑑4𝑗 ∆𝑙𝑛𝑂𝑃𝐸𝑁𝑆𝑡−𝑗 + 𝜀𝑡
m
m
∆𝑙𝑛𝐺𝐷𝑃𝑡 = 𝑑0 + ∑ 𝑑1𝑗 ∆𝑙𝑛𝐺𝐷𝑃𝑡−𝑗 + ∑ 𝑑2𝑗 ∆𝑙𝑛𝑂𝐷𝐴𝑡−𝑗
j=0
j=0
m
m
j=0
j=0
(3)
+ ∑ 𝑑3𝑗 ∆𝑙𝑛𝐺𝐶𝐹𝑡−𝑗 + ∑ 𝑑4𝑗 ∆𝑙𝑛𝑂𝑃𝐸𝑁𝑆𝑡−𝑗 + 𝜆Ε𝐶𝑡−1 + 𝜇𝑡
Where, d1, d2, d3 and d4 are the short-run dynamic coefficients of the model’s adjustment to
equilibrium, λ is the speed of adjustment and ECT are the residuals obtained from the
estimated cointegration equation (1)
4.2. Hacker-Hatemi-J (2006) Symmetrical Causality Test
The symmetric causal relationship between the aid, trade openness, gross capital
formation, and economic growth is analysed, by employing the causality test proposed by
Hacker and Hatemi-J (2006). This test is based on Toda and Yamamoto (1995) causality
test approach. The test is attained through bootstrap without the absence of abnormal
distribution of errors. The causality test is based on the estimation of the Vector
Autoregressive Model (VAR) model.
The VAR (p + dmax) process of the variables is estimated as in the following model:
𝑦𝑡 = 𝑣 + 𝐴1 𝑦𝑡−1 + ⋯ + 𝐴𝑃 𝑦𝑡−𝑝 + ⋯ + 𝐴𝑃 + 𝑑𝑦𝑡−𝑝−𝑡 + 𝜀𝑡
(4)
Where yt is a vector of k variables, 𝑣 a is vector of intercepts, A is the matrix of parameters
and εt represents the error vector, in addition, p is the optimal lag length of VAR model and
d is the maximum order of integration of the variables. In order to examine the null of noGranger causality against alternative hypothesis WALD statistics is employed.
5. RESULTS AND DISCUSSION
In this part, empirical results are discussed. The first section looks at the unit root test, and
the second section looks at bound testing for cointegration, the third section looks at the
short-run estimates of the model, the fourth section focus on the long-run elasticity. The
final section looks at the stability and the diagnostic test of the model.
5.1. Unit Root Test Results
The examination of stationarity remains an inevitable step before any treatment of the time
series in order to avoid spurious regressions. It is, therefore, necessary to determine the
order of integration of the time series using the Augmented Dickey-Fuller test (1979)
(ADF) and Philips and Perron (1988). This test is carried out under two possible model
specifications, constant with the trend and constant only. The results summarized in Table
2.
Table- 2. ADF and PP Unit Root Test Results
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The Impact of Foreign Aid On Economic Growth: Empirical Evidence From Somalia Using ARDL Approach
(Gülten DURSUN and Omar Mohamed ISMAIL)
ADF
Variables
PP
Inte
Intercep
Inte
Intercept
rcept only t with trend
rcept only with trend
Level
2.60278
3.182534
1.7114
1.37565
1.75567
1.3745
2.141445
4.087830
1.8549
8.53165**
*
6.478621***
2.3798
∆lnGDP
2.861401*
5.928968***
5.74366**
*
5.929575***
∆lnODA
5.9
07262***
5.943863***
6.01483**
*
6.444718***
∆lnGCF
8.74934**
*
3.827213**
8.7
49344***
13.29912***
∆lnOPENS
8.53123**
*
6.478626***
2.379949
1.275823
lnGDP
lnODA
lnGCF
lnOPENS
-
-1.1392
-
-1.7423
-
-4.0732
-
-1.2759
1st Difference
Note:*, **, *** denotes rejection at the 10%, 5%, 1% critical values, respectively.
As shown in table-1, all the variables are found to be stationary at the first
difference by employing ADF test and Philips-Perron, except OPENS which is stationary
both at the level and first different under ADF.
5.2. Bound Test Result
The ARDL model approach had two stages in estimating the long-term relationship. In the
first stage, the existence of a long-run relationship was tested using the bounds test. The
bounds test F-statistic had to be greater than the upper bound critical values at 1%, 5% or
10%. The table below provides the results for the long-run models being tested.
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
Table – 3. Bound Test Result
K=3
F-statistic:
31.43484
Critical values Bounds
Lower Bound
Upper Bound
1%
4.29
5.61
5%
3.23
4.35
10%
2.72
3.77
Note: Critical value from Pesaran et al. (2001)
Table 6, presents the bounds test and the null hypothesis of a no long-run relationship was
rejected at the 1% level of significance. Therefore, there are long-term relationships
between the variables.
5.3. Short Run Estimates
Table-4 presents the short-term effects of the error correction estimates. According to the
short-term results, when the share of foreign aid in GDP increases by 1% in the current
period, per capita income increases by a very low level of 0.009%, while in lagged period
increases by 0.017% at 10% significance level. The 1% increase of the share of capital
formation in GDP in the current period, reduced GDP per capita by 0.33%. This result is
consistent with long-term findings. The 1% increase in the openness ratio negatively
affects the per capita income with three lagged periods. This might be due to lower levels
of technological advancement, economic instability, a bad situation of state investment
policy and a lower degree of openness.
The error correction term (ECT) is statistically significant and negative as expected. In
other words, short-term deviations will be disappeared in the long run and the series
converge again to the long-run equilibrium value. According to Narayan and Smyth (2006:
339), if the coefficient of lagged error correction is between -1 and -2, it implies that
lagged error correction produces damped fluctuations. In the short-term model, the term
error correction is -1.41. Rather than converging directly to the equilibrium path, the error
correction shows fluctuations around the equilibrium.
However, once this process is completed, convergence to the path of equilibrium is rapid.
Being the error correction coefficient -1.41 indicates that the deviation from the short term
will disappear after 0.71 (1 / 1.41) period (less than 1 year).
Table- 4. Error Correction Representations of ARDL (2,3,0,4) Model
Coefficie
Variable
t-statistic
Prob.
-3.51834
0.0029
1.755952
0.0982
nt
D(lnGDP
(-1))
D(lnODA
0.198434***
0.009964
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The Impact of Foreign Aid On Economic Growth: Empirical Evidence From Somalia Using ARDL Approach
(Gülten DURSUN and Omar Mohamed ISMAIL)
)
*
D(lnODA
(-1))
0.017739
2.624429
0.0184
**
D(lnGCF
0.333381***
6.141217
0.0000
)
D(lnOPE
NS(-3))
0.227627***
6.787268
0.0000
CointEq(-
1.406744***
11.243958
0.0000
1)
R2
0.99
Note:*, **, *** denotes the significant at 10%, 5 % and %, respectively.
5.4. Long Run Elasticity
Table-5 presents the estimation of the long-run ARDL model. According to the
coefficients obtained, if the share of foreign aid in GDP increases by 1% in the long term,
GDP per capita decreases by 0.021%. 1% increase of the share of capital formation in GDP
leads to in the long run 0.24% decline to the per capita income, while a 1% increase of the
trade openness rises the GDP per capita by 5.12%. This implies has foreign aid and gross
capital formation have a negative effect on economic growth while the trade openness
positively contributes to the economic growth and the findings were also statistically
significant at 1% and the donor aid to Somalia was not successful in generating growth.
Table-5. Estimates of the Long Run Coefficients- ARDL(2, 3, 0, 4)
Variable
Coeffici
ent
tStatistic
lnODA
0.020665
7.922720
0.0000
lnGCF
0.236988
5.642875
0.0000
lnOPEN
S
0.25815
6
25.4671
27
0.0000
C
5.12202
9
39.2292
99
0.0000
Prob.
5.5. Diagnostics Test
In summary, as shown in Table-6 and Figure-2, all tests of the diagnostics demonstrate that
the model is stable and has no signs of autocorrelation, normality, or heteroskedasticity
problems. The results of the residual normality test are significant. The residuals are
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
normally distributed, which is favourable for our model. “The stability condition test” both
CUSUM and CUSUM square tests reveal that the blue line lies in between the red lines;
hence from the analysis ADRL satisfies the stability condition. “The serial correlation” test
gives a probability of 5.4% which is greater than 5% (level of significance) so the errors
are serially uncorrelated. “The heteroskedasticity test” reveals an absence of
heteroskedasticity in the model as shown by the probability value which is 59%.
Table- 6. Diagnostic Tests
Tests
Statistics
Remarks
ARCH
Prob.Chi-square(1)
=0.5992
No heteroscedasticity
Breusch-Godfrey
Prob. Chi-Square(2)
=0.0544
No serial correlation
Jarque-Bera Test
Probability = 0.69
Residual are normally
distributed
Figure-2 displays the stability of the model using the CUSUM test at a 5% significance
level. From this figure, the results indicate the absence of any instability of the coefficients
because the plots of the CUSUM and CUSUMSQ statistics fall inside the critical bands of
the 5 percent confidence intervals of parameter stability.
12
1.6
8
1.2
4
0.8
0
0.4
-4
0.0
-8
-12
-0.4
18
19
20
21
22
23
24
CUSUM
25
26
27
28
29
30
31
32
33
18
19
5% Significanc e
20
21
22
23
24
25
26
CUSUM of Squares
27
28
29
30
31
32
33
5% Signific anc e
Figure- 2. Stability of the Model –CUSUM and CUSUM of Square tests.
As shown in Table 7, according to the Hacker and Hatemi-J bootstrap causality test (2006)
results, the test statistics proved the one-way causality relationship from foreign aid to
GDP. There is a two-way causality between openness and GDP. While there is a one-way
relationship from foreign aid to trade openness, there is also a one-way causality
relationship from trade openness to gross capital formation. These results suggest that
foreign aid is necessary for openness, income per capita and gross capital formation.
Table- 7.Hacker and Hatemi-J (2006) Bootstrap Causality Results
Model
MWAL
P. Value
41.320*
21.288
D
ODA→
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13.073
10.060
The Impact of Foreign Aid On Economic Growth: Empirical Evidence From Somalia Using ARDL Approach
(Gülten DURSUN and Omar Mohamed ISMAIL)
GDP
**
GDP→
8.422
20.090
12.667
9.867
GCF→
0.947
18.488
10.979
8.013
GDP→
2.940
16.311
9.963
7.488
237.680
22.320
13.738
10.479
66.681*
17.889
11.050
8.690
ODA→
1.019
16.081
9.726
7.339
GCF→
6.144
16.144
9.657
7.104
OPENS
→ODA
0.023
12.316
7.616
5.509
20.140*
12.828
7.355
5.319
13.972*
16.093
8.772
6.172
1.334
16.178
8.070
5.549
ODA
GDP
GCF
OPENS
→GDP
GDP→
OPENS
***
**
GCF
ODA
ODA→
OPENS
→GCF
**
OPENS
*
GCF→
OPENS
Note:*, **, *** denotes the significant at 10%, 5 % and %, respectively.
6. CONCLUSION
The purpose of this study empirically examines the causal relationships between foreign
aid (ODA) and economic growth in Somalia using the annual data from 1985 to 2017. Data
is employed and sourced from The Statistical, Economic and Social Research and Training
Centre for Islamic Countries (SESRIC), having the core study objective of looking that
whether ODA has a crucial role on the economic growth, considering the causal linkage
among GDP per capita, foreign aid, gross capital formation, and trade openness. After the
stationary test of variables, autoregressive distributed lag (ARDL) bounds testing approach
of cointegration is employed. The results of the test support for the hypothesis that there is
a cointegration among the variables.
The result reveals that aid has a negative impact on economic growth in the long run,
while, the short-run positively effecting and appearing significant. Although the
effectiveness of the aid is not considered by this study but previous studies have discussed
174
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
the effectiveness of foreign aid on economic growth and the findings point to the
importance of a good policy environment to make aid more effective. In other words, the
negative impact of the aid-policy interaction on growth indicates the role that inefficient
policies can play in diminishing the positive effect of aid on growth. Thus setting a sound
policy environment is crucial to use aid more effectively and make domestic investment
efficient. Although the overall data shows the increasing of foreign aid flows to Somalia,
unfortunately, based on our result it is not contributing to economic growth. Thus, it is too
important to be noted that the less institutional effectiveness, injustice, poor planning and
organization, corruption and political instability my caused the ineffectiveness of aid in
Somalia.
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The Impact of Foreign Aid On Economic Growth: Empirical Evidence From Somalia Using ARDL Approach
(Gülten DURSUN and Omar Mohamed ISMAIL)
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APPENDIX
Trends of the variables
Capital Formation %GDP
ODA%GDP
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
G.Capital Formation %GDP
Trade Openness%GDP
179
The Analysis of The Relationship Between Economic Growth And Unemployment In
Turkey With Markov Regime Change Models
Ş. Işıl AKGÜL1
1.INTRODUCTION
The phenomenon of unemployment is one of the main problems that have been going on
from the past to the present day, and closely concerns the countries and their economies.
Nowadays, there is a serious unemployment problem in many countries and even this
problem is increasingly observed. Economic growth and full employment are the main
objectives of macroeconomic policies, and it is generally accepted that economic growth is
the most effective way to reduce unemployment economically, in other words, to increase
employment. However, when the data of the last thirty years are examined, it is seen that
the expected decrease in unemployment rates has not been realized despite the fact that the
world economy has grown nearly twice. This shows that the relationship between
unemployment rate and growth has weakened, and growth does not meet expectations for
job creation. This relationship is linked to what is commonly referred to as “Jobless
Growth” in the relevant literature. But, in this study, the concept of “Jobless Growth” was
not used in the interpretation. Because the New Keynesian theory emphasizes this concept
in the context of stickiness and rigidity in the labor market. Undoubtedly, stickiness and
rigidity are also important in the Turkish labor market, however, since the study does not
focus on this point, expressions such as whether economic growth has an impact on
unemployment has been preferred in the comments of the analysis results.
Besides, the relationship between economic growth and unemployment rate was
empirically analyzed by Okun in 1962 and the relationship between them was shown to be
negative. Thus, this negative relationship is called Okun’s Law. According to this law,
today’s high growth rate brings a low unemployment rate in the next period. It has been
seen in the literature that many economists focus on the concepts of growth and
unemployment. The relationship between these two variables was empirically analyzed by
Okun (1962) for the first time and it was found that there was an inverse relationship
between the variables. Okun’s (1962) study assumed that the relationship between these
two variables was linear, and other studies following this study were widely acted upon
with this assumption. However, in some recent studies, it is seen that the nonlinearity is
taken into account by stretching the hypothesis of being linear. In some of these studies, it
was emphasized that the unemployment effect of growth during the expansion period of
the economy may not be the same as the unemployment effect of growth during the
contraction periods, but there is no definite decision regarding this issue. In this area,
Courtney’s (1991) work is pioneering. Courney’s finding that Okun’s coefficient is
asymmetrical was supported by the following studies; Harris and Silverstone (2000, 2001),
Mayes and Viren (2000), Viren (2001), Silvapulle et al. (2004), Holmes and Silverstone
(2006) and Huang and Lin (2008). The importance of the correct determination of Okun’s
law in terms of the relationship between unemployment and growth has been particularly
1
Professor, PhD., Marmara
[email protected]
University,
Faculty
180
of
Economics,
Dept.
of
Econometrics.
Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
emphasized in the study by Harris and Silverstone (2001). They said that if the estimations
are made by assuming relationship is linear, even though the relationship is not linear, the
results will be wrong and policy makers will be misled.
Turkey’s economy in the 2000s has experienced two big crises. The effects of the crisis
experienced in 2001 caused the unemployment level to exceed 8%. Stabilization policies
implemented after the crisis, and combined with structural reforms from 2002 until the end
of 2007, Turkey’s economy experienced serious expansion but could not hold a fall in the
unemployment rate to expect. Despite the serious growth rates in the economy, the
unemployment rate, which exceeded the 10% threshold for the first time in 2002, could not
be reduced below this threshold. During this period, the increase in the unemployment rate
as well as the high growth rate for Turkey’s economy has led to a questioning of the
relationship between these two variables. Here, the relationship between growth and
unemployment rates for Turkey’s economy will be analyzed. The aim is to determine
whether this relationship is different during periods of expansion and contraction of the
economy. Accordingly, the relationship between unemployment and growth is examined
for the period 2005:01-2018:12 by various methods, especially non-linear methods.
In the second section after the introduction, a review of the literature, which analyzes the
relationship between unemployment and growth, is included. In the third section, technical
details are given about the methods to be used in the analysis, and in the fourth section, the
results of the application and analysis are given. In the fifth and final section, the findings
are evaluated for Turkey’s economy.
2. LITERATURE REVIEW
There are many studies on the relationship between unemployment and growth. As a result
of empirical studies, a definite common finding could not be reached. Although the
accuracy of the coefficient called the coefficient of the Okun is supported in many studies,
the results regarding the coefficient size are not similar. Therefore, it would be appropriate
to start a literature review by giving information about Okun’s 1962 study. In the studies
on unemployment and growth relationship, the following can be shown as the main reasons
why the Okun coefficient is different; whether variables such as working hours,
technological developments, labor force participation and capacity utilization that will
affect the relationship are included in the model, differentiation of econometric methods
used in the prediction of models, and country economies have different dynamic structures.
The relationship between unemployment and growth indicators was first empirically
analized for the American economy by Okun in 1962 and was accepted as a pioneering
study in the literature.
In his study titled “Potential GDP: Measurement and Its Importance”, Okun showed that
the increase in growth rate had a decreasing effect on unemployment rate. Okun
empirically proved the inverse relationship between real (output) growth and
unemployment rate in the US economy using quarterly data from 1947-1960. This theory,
which is called Okun Law in the literature, is based on the thesis that high increases in
growth rates will decrease unemployment rate and low or negative growth rates will
increase unemployment rate. In other words, Okun’s law provides information on how the
unemployment rate will be affected if the actual product deviates from the potential
product, ie how much the actual unemployment rate deviates from the full employment
unemployment rate. Although this rule only gives an approximate result and does not
function very precisely year after year, it still provides a meaningful transformation from
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The Analysis of The Relationship Between Economic Growth And Unemployment In Turkey With Markov
Regime Change Models (Ş. Işıl AKGÜL)
growth to unemployment (Dornbusch and Fischer, 1998: 19). In his study on the
American economy, Okun used various approaches while examining the relationship
between growth and unemployment and named the models as the difference model, the gap
model, the fitted trend and elasticity model (Okun, 1962: 101). Okun stated that the
increase in the production of goods and services depends on employing existing workers or
increasing the level of labor use in the economy. He stated that the unemployment rate in
the economy will give meaningful information about the level of labor force use. In his
study, he tried to find a solution to the potential output estimation problem of the economy
based on the question of how much output can be produced under full employment
conditions in an economy. Okun determined that there would be a certain unemployment
rate even in full employment and the natural unemployment rate was 4% for the American
economy, and concluded that every 1% increase exceeding the unemployment rate would
decrease real GDP by an average of 3%.
It is seen that applied studies are generally carried out by following Okun and as a
coefficient based on comparison with Okun’s coefficient.
In some studies, it has been examined whether the coefficient of Okun will change
according to the regions. Examples of these are Blackley (1991), Apergis and Rezitis
(2003), and Villaverda and Maza (2007). In these studies, it was emphasized that the
coefficient of Okun can change depending on the time and these changes may occur
depending on the structure of the markets. It is stated that employment is more sensitive to
growth in some countries, and the reason for this is the flexibility in the labor market. For
example, Lee (2000) examined the asymmetric relationship in the Okun Law and said that
the Okun coefficient decreased towards the end of the research period, the Okun
coefficient was higher for the EU countries than the USA, and this was due to market
rigidities in the EU. Moosa (1997), Sögner and Stiassny (2002) and Adanu (2005) also
examined the variation of Okun’s coefficient depending on time and market structures.
Besides, Prachowny (1993) and Attfield and Silverstone (1997) criticized Okun for not
adding variables that they thought might have an impact on growth. In Prachowny’s study
for the USA, he analyzed the relationship between annual data and output gap and
unemployment gap for the period 1947-1986. He also estimated the Okun coefficient by
adding variables such as working time, capacity utilization rate and efficiency variables to
the model. Attfield and Silverstone (1997) also changed the data set using the model used
by Prachowny (1993).
Okun assumed that the relationship between unemployment and output is symmetrical. In
most studies based on Okun’s work, the relationship between unemployment and output is
considered to be linear and modeled with this assumption. Then, studies were carried out
with the assumption that the relationship between unemployment and growth could be
asymmetrical. In the literature, Courtney (1991) was the first to comment on the
asymmetry of the Okun’s law. Courtney said that Okun’s coefficient changed during the
periods of expansion and contraction caused by cyclical fluctuation, and used output gap
and output surplus as the explanatory variable in the model that predicted the asymmetric
relationship. As the output gap, it used the output gap that occurred during the expansion
period if the growth rate was larger than the potential growth rate, and the output surplus
that occurred during the contraction periods when the growth rate was smaller than the
potential growth rate. As a result of the study, Courtney (1991) showed that Okun’s Law is
valid for the US economy and the relationship is asymmetrical. At the same time, in his
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
research, symmetric regression estimation showed that unemployment increase during
contraction periods was deficient and unemployment decrease during expansion periods
was over-determined. Mayes and Viren (2000) also examined asymmetry in Okun’s Law
in their studies, and found that the effects of the crises in the economy on unemployment
were higher and faster than the effect in the periods of expansion. Harris and Silverstone
(2000) examined the asymmetric structure of the cointegration relationship between
unemployment and growth with TAR models. Harris and Silverstone (2001), on the other
hand, examined the relationship between asymmetry in Okun’s Law and concluded that the
relationship between unemployment and employment differs during periods of contraction
and expansion. Their findings are similar to those of Courtney (1991), Mayes and Viren
(2000) and Harris and Silverstone (2000). Studies analyzing the relationship between
economic growth, unemployment and employment variables for Turkey are generally
covered within the cointegration, causality and VAR analysis. The models mentioned here
are based on the assumption that the series are linear. However, some recent studies have
assumed that the relationship between unemployment and growth may be asymmetrical.
For example, Barışık et al (2010) studied the presence of asymmetry in Okun’s relationship
for Turkey, with MS approach for the period 1988:Q1-2008:Q4. In their study, they found
that Okun’s Law applies to Turkey’s economy. While the results of the Markov regime
change model showed that Okun’s coefficient was not the same during the expansion and
contraction periods of the economy, and this finding also showed the existence of an
asymmetry relationship. Ceyhan and Şahin (2010) examined the asymmetrical relationship
between unemployment and economic growth with TAR and M-TAR models for Turkey.
The analysis period is 1950-2007. As a result of the analysis, they found that the Okun
coefficient has an asymmetrical feature. In other words, economic growth has a different
effect on reducing unemployment in the expansion period and increasing unemployment in
the contraction period.
3. ECONOMETRIC THEORY
Whether the economic variables behave differently during the phases of a business cycle
or, in other words, whether they exhibit (a)symmetrical behavior is important for the
analysis. According to Keynes (1936) and Mitchell (1927), who draw attention to
asymmetry in economic variables, business cycles are characterized by long expansions
interrupted by sudden, infrequent and severe contractions in economic activities. Mitchell
(1927), Keynes (1936) and Burns and Mitchell (1946), who argue that cyclical fluctuations
are asymmetric, whereas Goodwin (1951) conducted case studies for deterministic models
producing asymmetric circles (Bildirici et al., 2010: 17). However, two important studies
on asymmetry and non-linearity were performed by Neftçi (1984) and Hamilton (1989).
Neftçi (1984) found that with the help of the second-order Markov chain, the US
unemployment rate shows asymmetrical behavior and increases in unemployment are
sharper than decreases. Hamilton (1989), on the other hand, showed that the growth rate of
the GNP of the USA changed with the first order Markov chain during the contraction and
expansion periods of the economy. After these two important and pioneering studies, it
became common to try to explain non-linear or (cyclical) asymmetry with both
deterministic and stochastic models.
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The Analysis of The Relationship Between Economic Growth And Unemployment In Turkey With Markov
Regime Change Models (Ş. Işıl AKGÜL)
Markov Regime Switching Models
The more common use of the Markov regime switching approach in analysis began with
Hamilton’s (1989) study and was referred to as the “Hamilton Model” in the literature.
Hamilton’s basic approach is that the periods of expansion and contraction in the economy
are accepted as the regime and the transitions between these regimes are probabilistic. In
this context, Hamilton (1989, 1994, 2005) guided his methods with how to model sudden
changes in a time series. Hamilton (1989) introduced a two-step algorithm to predict the
MS model. The mass parameters, including the joint probability densities of the regimes
not observed in the first step, are estimated. In the second stage, inference is made about
the unobserved regimes using nonlinear filtering and smoothing (Özdemir and Akgül,
2015: 370). The estimation process of the Hamilton model parameters is based on finding
filtered and smoothed possibilities for the unobserved regime variable st using the
estimated parameters by maximizing the log-likelihood function. In the event that the
estimated number of parameters is high, it is recommended to use the Expectation
Maximization (EM) algorithm introduced by Dempster, Laird and Rubin (1977) (Özdemir
and Akgül, 2015: 370).
Hamilton (2005) explained this situation on a single yt variable with first order
autoregressive process as follows;
𝑦𝑡 = 𝑐1 + 𝜙𝑦𝑡−1 + 𝜀𝑡
Here it is assumed that
𝜀𝑡 ~ 𝑁. 𝑖. 𝑖. 𝑑. ( 0, 𝜎 2 ) and the observed data is defined as
t=1,2,3,…,𝑡0 . If, under these conditions, a significant change occurs in the mean value of
the yt series at time t0, the model is defined as follows;
𝑦𝑡 = 𝑐2 + 𝜙𝑦𝑡−1 + 𝜀𝑡
In Markov change models, the classification of regimes and the dating of the cycles occurs
by assigning each observation value to the regime in the system. The rule applied here is to
assign the observation value based on the highest smoothed probability at time t. The
probability of being in the regime (smoothed) for each point of time is calculated to be
𝑚∗=𝑎𝑟𝑔𝑚𝑎𝑥 (𝑠𝑡=𝑚|𝑌𝑡) to indicate the regimes m = 1,2,3. Inference is made using all
observation values, and then observations are assigned to the appropriate regime according
to the highest smoothed probabilities (Koç and Akgül, 2013: 47).
The basic idea of MS-AR models, which will be the basis in this study, is as follows; the
parameters of the AR process in MS-AR models depend on the unobservable regime
variables, 𝑠𝑡 ∈ {1, … , 𝑀} which represents the probability of being in a particular state
from all possible states. A complete definition of the MS–AR model requires the
formulation of a mechanism that controls the evolution of probabilistic and invisible
regimes to which autoregression parameters depend. When a law is specified for st states,
the evolution of regimes can be removed from the data. The process that produces the
regime in MS-AR models is a probabilistic, ergodic Markov chain that takes finite or
countable integer values (Bildirici et al., 2010: 72).
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
The ergodic Markov chain, which creates the probabilistic and unobservable process, is
∑𝑴
shown as follows; 𝑷𝒊𝒋 = 𝐏𝐫(𝒔𝒕−𝟏 = 𝒋 |𝒔𝒕 = 𝒊),
𝒋=𝟏 𝑷𝒊𝒋 = 𝟏 ∀𝒊, 𝒋 ∈ {𝟏, … , 𝑴}
Here Pij is the probability of transition (Krolzig, 2001: 340). When the previous case is j, it
indicates the probability that the future case will be i. The conditional distribution of s t
depends only on the previous state and has no connection with other states.
4. EMPIRICAL ANALYSIS
This part of the study, the relationship between unemployment and economic growth for
Turkey’s economy is examined by econometric methods. As explained above, Okun, and
the studies conducted following it, analyzes were made assuming that the relationship
between real output growth and unemployment rate was symmetrical. However, the fact
that the relationship in question is symmetrical does not reflect an expected situation even
as a result of examining the graph of variables over time. Therefore, in this study, the
analysis has been made considering the asymmetry for Turkey’s economy. Therefore,
when model predictions are made by nonlinear methods, the question of whether the
relationship between these two variables gives the same reaction or different reactions
during periods of expansion and contraction of the economy can be answered.
4.1. Data
The analysis period covers between 2005:01-2018:12. However, since the monthly data are
used, industrial production index (IPI) data is used as the proxy variable instead of the
GDP variable. The unemployment rate and IPI data were obtained from Turkey Statistical
Institute electronic databases. IPI index values are based on 2015 base year. Natural
logarithms of the series were taken first in order to ensure the stationatity in variance, and
the growth rate series were obtained by taking the first difference of the variables whose
logarithm was taken. The variables used in the study are abbreviated as unemployment rate
growth rate GR-UR and industry production index growth rate GR-IPI.
The analyzes were first started by testing the stationarity of the variables. Then linearity
test was applied to the variables. After the results obtained, nonlinear unit root tests were
performed, and then how the unemployment rate reacted during the expansion and
contraction periods of the economy was investigated with MS-AR models.
Time series graphs of GR-UR and GR-IPI variables are shown in Figure 1 below.
20
GRIPI
GRUR
10
0
-10
-20
2005
2010
2015
2020
Figure 1: Time Graphics of GR-IPI ve GR-UR
In the graph, it is seen that the reverse relationship between GR-IPI and GR-UR variables
meets the economic expectations, but in some periods the relationship is the same. This
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The Analysis of The Relationship Between Economic Growth And Unemployment In Turkey With Markov
Regime Change Models (Ş. Işıl AKGÜL)
leads to a prediction in terms of the existence of jobless growth in Turkey’s economy.
Further analysis of the relationship between unemployment and growth, Turkey will be
observed in response to expansion and contraction of the economy for the period will be
determined by nonlinear methods.
4.2. Empirical Results
At the analysis stage, firstly, the stationarity was tested, assuming the series were linear.
After, the linearity of the series was tested and non-linear unit root tests were applied
according to the findings. Finally, MS-AR models suitable for nonlinear stationary series
have been defined and estimated.
4.2.1. Linear and Nonlinear Unit Root Tests and Linearity tests
As mentioned above, the analysis started with testing the stationarity of the series. ADF
(Dickey and Fuller,1979), PP unit root (Phillips and Perron, 1988) and KPSS stationarity
tests (Kwiatkowski et. Al, 1992) were used to determine whether the series were
stationary. The values of the test statistics calculated for the variables are shown in Table 1
together.
Table 1: Unit Root and Stationarity Tests Results
Variables
Tests
Critical Values
(5%)
GR-UR
GR-IPI
ADF- (with
-6.1911
-20.1803
-2.87
constant)
PP-(with
-4.5904
-42.088
-2.87
constant)
KPSS-(with
0.1211
0.1313
0.46
constant)
Note: Lag lengths of unit root and stationary tests were determined with the help of
Schwarz Information Criterion.
As a result of ADF and PP tests for GR-IPI and GR-UR series, the null hypothesis
expressing the existence of the unit root was rejected and both series were determined to be
stationary. For the KPSS test, the null hypothesis, which expresses stationarity, was not
rejected because the calculated test statistics were less than 5% critical value and the series
were determined to be stationary according to the KPSS test. As a result of the three tests
applied, it was found that both variables were stationary.
Below, whether the variables of GR-UR and GR-IPI are linear or not have been
investigated by BDS test (Brock et al, 1986) and the test results are given in Table 2.
Table 2: BDS Test Results
GR-UR
GR-IPI
Dimension
2
3
4
5
6
ISZBO
BDS Statistic z-Statistic
0,0507
1,046052
0,075137
9,751441
0,095718
1,043204
0,100406
1,050049
0,094627
1,026408
SUEBO
Prob. BDS Statistic z-Statistic
0,00000
0,015053
2,5124
0,00000
0,035596
3,73735
0,00000
0,043044
3,794441
0,00000
0,036474
3,084322
0,00000
0,025473
2,233372
186
Prob.
0,012
0,0002
0,0001
0,002
0,0255
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As a result of the BDS test, the null hypothesis, which states that the probability
distribution of error terms obtained from the linear model is independent and
homogeneous, was rejected for both variables. This shows that GR-UR and GR-IPI
variables are not linear for all dimensions. BDS test results showed that both series are not
linear in all dimensions. Therefore, the reliability of the results obtained from the linear
unit root tests on the series is low. This is because tests performed without correct model
definitions tend to lose power and reject the null hypothesis. Therefore, non-linear unit root
tests MS-ADF (Hall et al, 1999) and KSS tests (Kapetanios et al, 2003) were applied for
the series determined to be non-linear and test results are given in Table 3.
Table 3: Nonlinear MS-ADF and KSS Unit Root Test Results
MS-ADF Test
Variables
GR-UR
GR-IPI
Regimes
Contradiction Expansion Contradiction Expansion
-8.34
-7.12
-9.47
-10.84
Test Stats.
0.041
0.046
0.031
0.022
Prob.
KSS Test
Variables
GR-UR(12)
GR-IPI(12)
-10.384
-11.101
Test Stats.
-3.4
-3.4
Crit Value
While the KSS test results given in Table 3 show that GR-UR and GR-IPI series are
stationary with soft structural breaks, MS-ADF test results show that non-linear series are
stationary in both regimes.
4.2.2. Markov Regime Switching MS-AR Model
In this section, the existence of asymmetry relationship between GR-UR and GR-IPI are
investigated by two regime Markov regime change model. Regimes cover the periods of
expansion and contraction of the economy. Estimates with the MS model generally assume
that there are two regimes in the economy. However, in some studies, it was stated that
three-state MS models are better at explaining the business cycles. As an example, Sichel
(1994) supported the claim that the three-state Markov process would better adapt to postwar business cycles in the US economy, so that business cycles could be classified as
shrinkage, high and moderate growth with the MS (3) model created by 3 business cycle
phases. (Koç and Akgül, 2013: 50). Therefore, all possible models with GR-IPI and GRUR variables were estimated in two and three regimes, and all models were compared with
others to determine the most suitable model. In the two-regime model preference, LR test
was used to test the two regime models against three regime models, and it was decided
according to the regime in which the economy has contraction and expansion periods. The
findings, the relationship between the two regimes of unemployment and growth model for
Turkey’s economy showed more successful than 3-regime models. It was observed that the
periods in which unemployment increased and decreased were distributed more
homogeneously in the two-regime model, in other words, the periods in which
unemployment increased, regime 0 and the periods in which unemployment decreased and
regime 1 supported the conclusion that the two-regime MS-AR model was stronger. Model
estimation results for the two regimes are shown in Table 4.
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Table 4: MSIH-AR(2,1)-X Model Estimation and Tests Results
Dependent Variable: GR-UR
Coefficie Std.Er Robust- ttAR-1 (0) 0.642521 0.0896 0.1225
5.24
0.000
AR-1 (1) 0.436342 0.1366 0.1227
3.56
0.001
GRIPI
0.0220 0.02150 -4.94 0.000
GRIPI(t- 0.0181 0.02079 -11.5 0.000
GRIPI(t- 0.166771 0.0205 0.02436 6.85
0.000
GRIPI(t- 0.195624 0.0318 0.03806 5.14
0.000
GRIPI(t- 0.172900 0.0379 0.04423 3.91
0.000
GRIPI(t- 0.177782 0.0417 0.04809 3.70
0.000
GRIPI(t- 0.183298 0.0401 0.04437 4.13
0.000
GRIPI(t- 0.169550 0.0335 0.03360 5.05
0.000
GRIPI(t- 0.150129 0.0234 0.02196 6.84
0.000
GRIPI(t- 0.0210 0.02812 -7.79 0.000
GRIPI(t- 0.0225 0.02505 -5.57 0.000
Constant 2.62515 0.4622 0.4492
5.84
0.000
Constant -4.11829 0.3476 0.4104
-10.0 0.000
Coefficie Std.Er
Sigma
2.25427
0.2056
Sigma
1.34849 0.1662
log-likelihood: -383.767913
SC: 5.60544108
Linearity LR-test Chi^2(5) = 36.169
Descriptive statistics for scaled residuals
Normality test: Chi^2(2) = 0.33427 [0.8461]
ARCH 1-2 test: F(2,131) = 0.16030 [0.8521]
Portmanteau(36): Chi^2(36) = 33.675 [0.5797]
Note: All coefficients are statistically significant coefficient values at 1%
significance level,
Values in square brackets are probability values.
In the graphic below, the data and the fitted values obtained from the model are given
together. Here, it is seen that the model fits the data very well and it can be said that the
prediction success that captures all cycles is also very successful.
12.5
10.0
GRUR
1-step prediction
Fitted
Regime 1
7.5
5.0
2.5
0.0
-2.5
-5.0
-7.5
-10.0
-12.5
2010
2015
Figure 2: GR-UR and Fitted Values obtained from MSIH-AR(2,1)-X Model
As a result of the estimate, all coefficients of the two regime MS models were found to be
significant and all assumptions were given. The findings show that the AR coefficients,
constants and variance vary depending on whether the economy is in an expansion and
contraction regime. The Markov transition probability matrix for the model and average
durations are shown in Table 5.
Table 5: Transition probabilities, Total and Average Duration
Regime Regime
Total
Average
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0,t
1,t
0.83785
0.26835
Regime
Regime 94
months
0,t+1
0
(61.04%)
Regime 0.16215 0.73165 Regime 60
months
1,t+1
1
(38.96%)
Duration
5.53
months
3.75
months.
When the transition probabilities between regimes are analyzed, the probability of GR-UR
to remain at 0 while the regime is 0 is 0.84; the probability of staying in regime 1 is 0.73,
while regime is 1. This shows that in the regime where the series is located, its permanence
is high and it does not have a sudden transition feature. In other words, while GR-UR is in
the regime where the unemployment rate has increased (contraction regime), the
probability of being in the same regime in the next period is 84%, while the probability of
switching to the regime where the unemployment rate has decreased is 16%. While GRUR is in regime 1, the probability of staying in the same regime in the next period is 73%,
while the probability of passing the regime to 0 is 27%. Besides, for this model, the
tendency of the series to stay in the contraction regime was 61% with the ergodic
possibilities, while the tendency to stay in the expansion regime was 39%. All findings
show that the persistence rate is higher for the contraction regime.
Figure 2 shows the transition possibilities of regimes where unemployment rate increased
(regime 0) and unemployment rate decreased (regime 1).
1.00
P[Regime 0] smoothed
0.75
0.50
0.25
1.00
P[Regime 1] smoothed
2010
2015
2010
2015
0.75
0.50
0.25
Figure 2: Transition Probabilities for Regime 0 and Regime 1
Regime 0 graph, in other words, while the economy becomes contraction, the rate of
unemployment increases and the rate of growth decreases, while the regime 1 graph refers
to the period when the economy expands. When the distribution of GR-UR series among
regimes is examined, it is seen that the regimes are separated in a consistent manner.
Especially in times of crisis and contraction, the unemployment rate is increasing
(contraction regime), while other periods are in the regime where unemployment is
decreasing (expansion regime). However, in the expansion regime, that is, in periods where
there is an increase in growth rate, some periods where unemployment rate increased have
been encountered. In this case, the growth in Turkey’s economy supports the case where
there is no contribution to employment creation in this period.
When the regime periods are examined (Table 6), it is seen that the growth in many period
intervals supports the fact that it is not enough to create employment. Regarding the
contraction periods of the economy in particular, the crisis period of 2008, in which
unemployment rates increased rapidly and growth rates dropped rapidly, and the second
half of 2018, where unemployment rates increased rapidly and growth rates decreased, was
also included in the regime zero. In times of crisis and contraction, regime strongly
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supported the regime 0. Besides, when we look at 2018 as the last period of the analysis, it
is seen that the economy is in the period of contraction after the 4th month of 2018.
Table 6: Regime Classification (based on smoothed probabilities)
Regime 0
months
Regime 1
months
avg.prob.
avg.prob.
2006(3) – 2006(4)
2
2008(3) – 2008(5)
3
0.958
0.999
2006(6) – 2006(8)
3
2009(9) – 2009(12)
4
1.000
0.999
2006(10) – 2007(2)
5
2010(2) – 2010(7)
6
0.922
0.992
2007(6) – 2008(2)
9
2010(9) – 2010(12)
4
0.997
0.928
2011(2) – 2011(9)
8
2008(6) – 2009(8)
15
0.998
0.999
2011(10) – 2012(2)
5
2012(3) – 2012(6)
4
0.998
0.968
2012(7) – 2012(12)
6
2013(1) – 2013(6)
6
1.000
0.962
2013(7) – 2014(1)
7
2014(2) – 2014(4)
3
1.000
0.904
2014(5) – 2015(1)
9
2015(2) – 2015(4)
3
0.990
0.931
2015(5) – 2015(11)
7
2015(12) – 2016(4)
5
0.989
0.990
2016(5) – 2017(1)
9
2017(2) – 2017(6)
5
0.957
0.994
2017(12) – 2018(4)
5
2017(7) – 2017(11)
5
0.927
1.000
2018(5) – 2018(12)
0.995
8
When the distribution of GR-UR series among regimes is examined, it is seen that the
regimes are separated in a consistent manner. Especially in times of crisis and shrinkage,
the unemployment rate is increasing (contraction regime), while other periods are in the
regime where unemployment is decreasing (expansion regime). However, in the expansion
regime, that is, in periods where there is an increase in growth rate, some periods where
unemployment rate increased have been encountered. In this case, the growth in Turkey’s
economy supports the case where there is no contribution to employment creation in this
period.
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4.2.3. Contraction and Expansion Regime Estimates with MS-AR (1,1) Model
In Table 7, the individual estimation results of the contraction regime-R0 and expansion
regime-R1 are given for MS-AR (1,1) models. Thus, the coefficients of both regimes can
be viewed and evaluated separately.
While the coefficients of from (t) to (t-4) periods have the same characteristics, it is seen
that the relationship between growth and unemployment after the 5th period differs
completely in two regimes. However, no coefficient was significant in the contraction
regime. Therefore, it is not possible to talk about the existence of a growth unemployment
relationship during the contraction period. These coefficients provide information about
whether Okun’s coefficient meets the expectations economically during contraction and
expansion periods.
Tablo 7: Rejim 0 ve Rejim 1 için MS-AR(1) Model Tahminleri
Dependent GR-UR(R0)
Regime 0
GR-UR(R1)
Regime 1
Independent GR-IPI(R0)
GR-IPI(R1)
Coeff. Std.Err. robust-SE Coeff. Std.Err robust-SE tAR-1
0.5279 0.1089 0.1242
0.2218 0.1312 0.1152
GRIPI
-0.0287 0.0428 0.0397 - -0.2065 0.0462 0.0388 GRIPI(t-1)
-0.0833 0.0427 0.0478 - -0.2706 0.0454 0.0501 GRIPI(t-3)
0.0404 0.0408 0.0490
0.0384 0.0430 0.0414
GRIPI(t-4)
0.0678 0.0531 0.0567
0.0784 0.0511 0.0377
GRIPI(t-5)
-0.0207 0.0514 0.0645 - 0.0428 0.0509 0.0400
GRIPI(t-6)
-0.0012 0.0477 0.0476 - 0.0355 0.0515 0.0399
GRIPI(t-7)
0.0184 0.0513 0.0509
0.1027 0.0518 0.0480
GRIPI(t-8)
-0.0324 0.0518 0.0493 - 0.1395 0.0526 0.0523
GRIPI(t-9)
-0.0517 0.0408 0.0390 - 0.0112 0.0452 0.0415
GRIPI(t-11) 0.0346 0.0406 0.0370
-0.0285 0.0448 0.0526 GRIPI(t-12) 0.0158 0.0404 0.0370
-0.1289 0.0446 0.0534 Constant
0.03181 0.0068 0.0065
-0.0336 0.0074 0.0072 R0
R1
Descriptive statistics for scaled
Descriptive statistics for scaled
residuals:
residuals:
Normality test: Chi^2(2)=
Normality test:
6.2097 [0.0448]*
Chi^2(2)=0.45777 [0.7954]
ARCH 1-2 test: F(2,63)
ARCH 1-2 test:
=0.12754 [0.8805]
F(2,42)=0.38554 [0.6825]
Portmanteau( 9): Chi^2(9)=
Portmanteau( 7):
7.6062 [0.5743]
Chi^2(7)=8.7440 [0.2716]
Note: * It shows statistically significant coefficient values at 5% , ** at 10% significance
level.
The number in square brackets is the probability value
Time path graphs of the data in R0 and R1 regimes and fitted values obtained from the
models are given in Figure 3 and the model seems to be quite compatible with the data.
0.050
0.100
GRUR-R0
1-step prediction
GRUR-R1
1-step prediction
Fitted
Fitted
0.025
0.075
0.000
0.050
-0.025
0.025
-0.050
0.000
-0.075
-0.025
-0.100
-0.050
-0.075
-0.125
20
30
40
50
60
70
80
90
15
191
20
25
30
35
40
45
50
55
60
65
70
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Figure 3: Real and Fitted Values for Regime 0 and Regime 1
However, the main important finding of the estimations can be outlined as follows; in the
contraction regime, the relationship between economic growth and unemployment is
statistically insignificant, that is, the relationship between economic growth and
unemployment is broken during the contraction period. In the expansion period, while
there was a meaningless relationship in some periods, a generally significant relationship
was found. While it has an effect on reducing unemployment rate in the first periods when
economic growth started, it is seen that this relationship reversed in later periods. This
reveals that Okun’s relationship will only be valid during the expansion period. While the
coefficient of Okun in the contraction regime was not statistically significant, it was
statistically significant in the expansion period and was calculated as -0.20.
Okun’s coefficient for the expansion regime is -0.20 and statistically significant. It can be
interpreted as follows; while the economy is in the expansion regime, a 1% increase in the
GR-IPI (R1) variable will create a 0.20% decrease in unemployment. For the contraction
regime, Okun’s coefficient is -0.02 and statistically insignificant. It is not interpreted
because it is meaningless as well as very small.
As a result, it is found that the increase in economic growth in the expansion regime was
found to be more effective than the contraction regime in reducing unemployment.
Economic growth is weaker in creating employment in the contraction regime. The
constant coefficient indicating what the GR-UR would be in the absence of any change in
GR-IPI was negative in the expansion period, while it was positive in the contraction
period. In both cases, the coefficients are statistically significant.
5. CONCLUSIONS
This study empirically examines the relationship between unemployment and growth in
Turkey for the period of 2005-2018. The empirical estimation starts with testing the unit
root using ADF, PP and KPSS tests. Here, the series is assumed to be linear. Then, whether
they are linear or not were tested with BDS test, and they were found to be nonlinear.
Thereupon, MS-ADF and KSS nonlinear unit root tests were applied to both series. For the
preferred MS model because it is suitable for the purpose of the study, the number of
regime was determined, and the two regime MS-AR model was estimated.
As a result of the analyzes, it was determined that the relationship was different between
the contraction regime in which unemployment rate increased and expansion regimes
where unemployment rate decreased. The findings of regime estimates revealed that while
there was a relationship between growth and unemployment rate during the expansion
period, the relationship between them was broken during the contraction periods. This
shows that in the contraction periods, the unemployment rate is not sensitive to changes in
the output change. The evidence indicates that the relationship between unemployment and
growth for the Turkey’s economy in expansion regime is consistent with Okun’s Law.
Okun’s coefficient was found to be -0.20 and statistically significant during the expansion
period. However, during the contraction period, the coefficient is statistically insignificant
and very small in value This indicates that 1% increase in growth will decrease
unemployment rate by 0.20%. The coefficient indicates that 1% increase in unemployment
rate will decrease growth by 5%. In other words, it can be said that to get a 1% decline in
unemployment, 5% growth rate is required.
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Economic Issues II (Edited by: Ş. Işıl AKGÜL, Selçuk KOÇ, Elşen BAĞIRZADE)
At this point, the most important thing that can be said about employment in Turkey is the
job creation must be able to absorb the additional labor force. Based on the finding in the
contraction regime, it can be said that production should be rejuvenated in a wider full
employment strategy by interfering with demand structures, technology, size of companies
and a calibrated relationship, and contextualized with the global market in order to prevent
loss of unemployment rate and growth relationship.
The last point to be emphasized is the fact that the unemployment rate is one of the most
critical indicators of the labor market and is an important measure of the state of the
economy in general. It is one of the most important reference sources of economic policies
that can be developed for the labor market. Therefore, it is important that the findings of
unemployment and growth studies are taken into account by policy makers in that they are
guiding. Thus, the analyses will be beneficial. In addition to inflation and growth, policy
makers need to address unemployment and employment as one of the main goals of the
country’s economy. However, when it is taken as the policy target of the country, it
becomes more important to measure employment and unemployment data more reliably.
Unemployment and employment data are published by SIS’s Household Labor Force
Survey, SPO’s work and ISKUR’s publicationsIt is emphasized that despite the various
regulations, still they are inadequate in detecting as unemployment, and the amount and
rate of employment, and it is also stated that the real unemployment rate is higher than
announced (Bölükbaş, 2018). In addition, youth unemployment and unregistered
employment need to be seriously addressed and evaluated by the policy makers. Many
theoretical and practical studies have been done on this subject. Examples are Bulutay and
Taşçı (2004), Kayacan, Gürler and Birecikli (2017), Koç (2017), Topçu and Koç (2017),
Bölükbaş (2018) and Uçarı and Koç (2018).
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