IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
Effect of Foreign Debt on Economic Growth in Nigeria
1TSWENJI,
Andokari, 2ALADEJARE Samson, Adeniyi &
3MAMMAN Andekujwo Baajon
Corresponding author: Mamman, Andekujwo Baajon,
[email protected]
1, 2 & 3
Department of Economics, Faculty of Social Sciences,
Federal University Wukari, Taraba State, Nigeria.
[email protected]
DOI 10.56201/ijebm.v9.no10.2023.pg110.130
Abstract
Nigeria has been on a foreign debt a rising profile overtime, however it is not commensurable
with her developmental purposes; hence this study examined the effect of foreign debt on
economic growth in Nigeria for the period of 1986-2022. It used time series data sourced from
Central Bank of Nigeria Statistical Bulletins and World Bank Development Indicators. Using
descriptive statistics which shows that the data were normally distributed based on Jacque
Bera Statistics and its Probability. It applied Augmented Dickey Fuller (ADF) test which
revealed that I (1) and (0) order of integration exist among the studied variables which
necessitated the adoption of Autoregressive Distributed Lag model (ARDL). The ARDL Fbounds test reveals that long-run relationship exist among foreign debt, foreign debt servicing,
exchange rate, inflation rate and economic growth in Nigeria. Furthermore, long-run result
showed that foreign debt and exchange rate have positive effect on economic growth and
statistically significant in the model except exchange rate that was insignificant. On the part
of short-run dynamics, ECM revealed the speed of adjustment that foreign debt variables and
economic growth converged back to equilibrium point in 1year and 8 Months period. It also
revealed that foreign debt, exchange rate have positive effect on economic growth in Nigeria
and statistically significant. Whereas, foreign debt servicing and inflation rate have negative
effect on economic growth and statistically significant in the short-run. Therefore, this study
submits that foreign debt has positive and significant effect on economic growth within the
period of the study. Finally, the study recommended the following policy options for the
government, policy makers, and institutions regulators to formulate fiscal policy that will
open ways for alternative sources of finance rather than depending on foreign debt to
execute developmental projects and infrastructural needs, minimise the negative effect of
foreign debt servicing on Nigerian economy through full implementation of diversification
policy of Federal Government of Nigeria, encourage and improve export production base
of Nigerian economy in order to reduce the effect of exchange rate hikes and ensure price
stability to ameliorate the negative effect of inflation on inclusive economic growt h
prospects in Nigeria.
Keywords: Foreign Debt, debt servicing, debt components, ARDL,
IIARD – International Institute of Academic Research and Development
Page 110
IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
1.0 INTRODUCTION
Foreign debt has been a vital instrument used in both developed and developing
economies to augment the national resources for economic growth and development.
Meanwhile, foreign debt is a fund borrowed in foreign currency from non-resident creditors or
other countries. In the word of Todaro and Smith (2011), it is the total private and public foreign
debt owed by a country. According to Ajie, Akekere, and Ewubare (2014), foreign debt refers
to the unpaid portion of external resources acquired for developmental purposes and balance
of payments support, which could not be repaid in later period.
In recent time, many advanced nations have used foreign debts as alternative sources
of capital or funds for building the economy or supplementing the national resources. For
instance, USA and China are using foreign debt to build their economies (The world Fact Book,
2021). Meanwhile, United Kingdom and France utilized foreign debt to develop their
economies; proving that foreign debt is an essential tool for macroeconomic goals attainment
of improving the standard of living, stabilize prices, reduce rate of unemployment, ensuring
balance of payment equilibrium, improving economic growth and development of the nations.
On the part of Africa, South Africa and Egypt were making use of foreign debts to
develop and strengthen their economic growth and development (World Bank, 2021). As
regard to the Nigerian economy, foreign debt has been used for developmental projects even
before independence in 1960 (Aladejare, 2021). The country secured her first loan of $28
million for railway construction in 1958 (George & Inimino, 2020). Since then, the Nigerian
foreign debt were on the increase. Moreover, the available statistics reveals that Nigeria’s
external debt stock was $13.1 billion as of 1982 and it grew further to $23 billion in 1987. It
even went to $28.7 billion in the year 1988 just a period of one year (Gbosi, 2015).
In addition, the foreign debt in Nigeria has been on the rising path as from 1982 to date.
For example, in 1993, the foreign debt stood at ₦633.144.4 million. In this outstanding debt,
the Paris Club is amounted to 83.2 % in 1993. The remaining part of the outstanding was owed
to the London Club, Promissory Note Transfers, the unilateral creditors and other sources
(Central Bank of Nigeria’s annual report, 1994). More to that, the foreign debt in Nigeria grew
to N648.81 billion in 1994 and it continuous to 1999 prio to democracy it reached N2, 577.37
billion. That is, the foreign debt increased by 297% within this period (CBN, 2021).
As the country introduced democracy in 1999, the foreign debt took different
dimensions. In addition, the foreign debt continued its trajectory growth from N3, 097.38
billion in 2000 to N4, 890.27 billion in 2004 which is about 58 % increase in the foreign debt.
However, Nigeria was able to negotiate for foreign debt relief which amounted to the tune
of$18billion out of $30.85billion owed to Paris Club in 2005 (Debt Management Office, 2007).
This effort really minimised the level of external debt burden on Nigerian economy as seen in
the debt trend of N451.46 billion to N896.85 billion for the period of 2006 to 2011. In this
periods, Nigerian economy experienced the lowest foreign debt burden as compared to any
other time in Nigeria (Debt Management annual report, 2013).
In the same vein, as from 2012 to 2022, the amount of external debt has grown
N1026.38 billion in 2012 to N15, 877.37 billion in 2022 (CBN, 2022). This worsened the
Nigerian economic situations where unemployment rate became high, inflation rate tend to
hyper-inflation, exchange rate fluctuation, and high debt servicing, unfavourable balance of
payment, and economic recession are common experience in the country.
IIARD – International Institute of Academic Research and Development
Page 111
IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
Foreign debt (FOD) was N45.45 billion in 1986 but it increased to N15, 855.23 Billion
in 2022 within the study period. Some of the reasons for geometric growth in the Nigerian
foreign debt are mismanagement of borrowed funds, diversion of loans for private use,
misallocation of loan for white elephant projects (Ajaokuta steel industry that gulfed $5 billion
without returns, reconstruction, rehabilitation and reconciliation of southeast zone back to
Nigeria government after the civil war, 1969-1970), over dependence on crude oil as sole
sources of foreign earnings and abandoned of agricultural sector. More to that, high level of
foreign exchange rate fluctuations, inflation rate and high debt servicing by the Nigerian
government.
Recently, unemployment, insecurity and uncontrollable spending during election may
be responsible for the high growth in foreign debt in Nigeria. Apart from that, embezzlement
of public funds by the new generation politicians, political instability, perks and allowances for
political appointees and corruption are some of the reasons for the increase in external debt in
the country. This study graphed this phenomenon in Figure 1.
Figure 1: Nigerian Real Gross Domestic Product and Foreign Debt: 1986- 2022
200,000.0
180,000.0
2021, 173,527.7
Amount in N Billion
160,000.0
140,000.0
120,000.0
NGDP
100,000.0
FOD
80,000.0
EXR
60,000.0
INF
40,000.0
20,000.0
0.0
1980
2021, 15,855.23
1985
1990
1995
2000
2005
2010
2015
2020
427.6
2021, 15.6
2025
Years
Source: CBN Statistical Bulletins Data, 2022.
From Figure 1, external debt is revealed to influence gross domestic product positively
within the study period. For instance, in 1986, foreign debt was N45.45 billion and real gross
domestic product (GDP) valued at N198.1 billion. Moreover, as of 1987 to 1996, foreign debt
was N100.7 billion in 1987, and it grew to N617.32 billion in 1996. Meanwhile, GDP was
N244.70 billion in 1987 as a result of debt; it rose to N4, 086.1 billion (Debt Management
Office, 2007).
Furthermore, as of 1997, foreign debt was N21.8861 billion and real gross domestic
product (GDP) stood at N595.93 billion. In the same vein, within the period of 1997 to 2006,
foreign debt was N595.93 billion in 1997, and it grew to N451.46 billion in 2006. Meanwhile,
IIARD – International Institute of Academic Research and Development
Page 112
IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
GDP was N4, 418.7 billion in 1997 as a result of debt; it increased to N30, 375.2 billion (CBN,
2009).
In addition, between the periods of 2007 to 2015, the foreign debt in Nigeria stood at
N438.89 and GDP was valued at N34, 675.9 in the country. Moreover, the debt increased to
N2, 111.51 and GDP was N95, 177.7 in 2015 respectively. This growth in external debt is as a
result political instability and mismanagement of National resources by the Nigeria government
(National Bureau of Statistics, 2020)
Finally, foreign debt take a centre stage in the current administration that engaged in it
due to the reasons of construction of Abuja- Kaduna Railway, Ibadan express Road, Ibi Bridge,
Mambilla hydroelectric power in Taraba state and financing of medium term plans of Federal
Government (ERGP, 2017). These reasons have made the Nigeria government to borrowed
loans to the tune of N3, 478.92 billion in 2016 and it grew to N15, 855.23 billion in 2021.
Meanwhile, this foreign debt has contributed minimally to real GPD that stands at N173, 527.7
billion in 2021 in Nigeria
This shows that foreign debt over the years has contributed to the economic growth and
development of the country but the growth was not reflecting in the life of average Nigerians
who suffer poverty, unemployment, harsh exchange rate and poor human development index
in the economy (United Nations development programme, 2018).
Moreover, in the trend of foreign debt in Figure 2, it indicates that greater amount of
revenue of the country is allocated to finance external debt. It means, the revenue which could
have been applied to fight poverty, reduce unemployment rate, improve standard of living and
economic growth is diverted to servicing external debts for the country. From the above
evidence, it requires empirical examination of the effect of foreign debt on economic growth
in Nigeria. Hence, the need to examine the effect of foreign debt on economic growth in Nigeria
arises.
Purpose of the study
The main purpose of this study is to examine the effect of foreign debt on economic growth
in Nigeria. Meanwhile, the specific objectives of the study include to:
i.
evaluate the effect of foreign debt servicing on economic growth in Nigeria,
ii.
assess the long-run effect of foreign debt on economic growth in Nigeria and
iii.
determine the component of foreign debt with the most impact on the Nigerian
economy.
Research hypothesis
This study on effect of foreign debt on economic growth in Nigeria has formulated
these hypotheses for statistical verification in the course of the analysis as:
Ho1: Foreign debt servicing payment has no effect on economic growth in Nigeria,
Ho2: Foreign debt has no effect on economic growth in Nigeria and
Ho3: There are no component of foreign debt that have most impact on the Nigerian economy.
Furthermore, the scope of this study covered a period of 36 years (1986 – 2022). It
restricted its analysis to the Nigerian economy. Moreover, the variables included in the study
are real gross domestic product, outstanding of external debt, debt servicing ratio to GDP,
exchange rate, effective governance index and inflation rate.
IIARD – International Institute of Academic Research and Development
Page 113
IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
This study on effect of foreign debt and economic growth in Nigeria would be useful
to many stakeholders and policymakers in the Nigerian economy. It has contributed to the
empirical literature in providing in-depth review on the component of foreign debt in Nigeria.
Theoretically, it verified some of the theories formulated on public finance in advanced
economies to see whether the theories can be apply in Nigeria situation or not. For instance, it
tested the applicability of Keynesian theory of Public expenditure on the Nigerian economy to
see whether it works for Nigerian economy. Moreover, Keynes regard external debt as an
economy’s asset, given that a constantly deficit financing is always seen as significant and
positive impact on economic in Nigeria.
2.0 LITERATURE REVIEW
In this section II, the analysis uncovered the concept of foreign debt, its
compositions or sources, rationale for the external debt, overview of foreign debt in Nigeria,
determinants of external debt, external debt servicing, exchange rate, inflation, interest rate,
economic growth in Nigeria.
Foreign debt is interchanged with external debt in this research. Foreign debt refers to
stock of liabilities with different tenors accumulated by government operations in the past and
scheduled to be fully repaid by government in the future (CBN, 2022). According to Central
bank of Nigeria (2022), foreign debt covers only recognized direct financial obligations of
government on which government pays interest on redemption.
Foreign debt refers to sources of deficit financing by any government across the globe.
It has many sources to the economies which includes: the Paris Club of Creditors, London Club
of Creditors, Multilateral Creditors, Promissory Notes Creditors, Bilateral and Private Sector
Creditors (George etal, 2020). According to Central Bank of Nigeria (2021) outlined the
sources of foreign debt available for Nigerian economy as: Multilateral club of creditors, Paris
Club, London Creditors, Promissory notes, Bilateral, Euro Bond, Diaspora Bond and others.
Among these sources of external debt, the most common sources used by Nigeria government
are Multilateral, Paris Club, London credits, promissory notes and Bilateral. As of 1986 to 2021
within the scope of this work, Nigeria external obligations of these various sources were N4.67
billion, N21.73 billion, N8.44billion and N4.15 billion for multilateral, Paris club, London
creditors and promissory Notes respectively (CBN, 2022). Apart from that, the trend of the
foreign debt is on the increase every year. In the current year, the major sources of foreign debt
available to Nigeria government were multilateral, Bilateral, Euro Bond, Diaspora Bond and
others. The amount obtained as external debt from these sources were N7,704.86billion,
N1,844.43 billion, N 5,933.98 billion, N123.90billion, N 248.06 billion for multilateral,
Bilateral, Euro Bond, Diaspora Bond and other sources respectively (CBN, 2022). This study
analysed the effect of this individual sources on economic growth in Nigeria.
Economic growth is the fundamental concept in economics. It is the real gross
domestic product of any economy. Economic growth has been the soul aim of economic
activities and it is one of the most important macroeconomic goals of governments all over the
world (Adarkwa, Donkor & Kyei, 2017).
Finally, real gross domestic product is the best way to measure economic growth in any
economy. This is because it takes into account the country's entire economic output or
productivity. It includes all goods and services that businesses in the country produce for
IIARD – International Institute of Academic Research and Development
Page 114
IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
marketing. These goods and services may be sold domestically or internationally by any of the
economic agents in Nigeria.
Conceptual Framework
Independent Variables
-
Dependent Variable
Foreign debt
Debt servicing
Component of
debt
Real GDP
Control Variables:
-
Exchange rate
Inflation rate
Source: Authour’s Design, 2023.
Figure 2: Conceptual representation of the foreign debt and economic growth.
This study proceed to review theories of external debt and economic growth that are applicable
to the Nigerian economy in the subsequent section as:
Debt overhang theory states that when debt stock exceeds government revenue to
repay her financial obligations (Owusu & Erickson, 2016; Saxena & Shanker, 2018). In such
circumstance, the indebted economy is left with a low proportion of any increases in domestic
product and exports because part of the proceeds is used to service external debt (Upreti, 2015).
This may result to an increase in taxes towards generating adequate revenue to settle both
foreign and domestic creditors, implies discouraging investments due to a sudden increase in
taxes on the real sector of the economy.
Keynesian Theory of public expenditure: his is an economic theory named after John
Maynard Keynes (Keynes, 1936). This theory is based on the concept that active government
intervention is required in economic management for the economy to grow and stabilize. The
Keynesian economists view capital accumulation as a catalyst to economic growth. During
depression, a combination of monetary policy and fiscal policy may be applied by government.
Monetary policy requires Central Bank of Nigeria to reduce interest rate to commercial banks
and the commercial banks were expected to do the same to their customers. Fiscal policy entails
government investment in infrastructure which creates business opportunities, employment and
demand. The reduction of interest rate and provision of infrastructure allow more funds in the
hands of investors. During fiscal deficit, external borrowing could be a source of fund. This
means that Keynesian theory which viewed capital accumulation as a catalyst to economic
growth is supportive of external loans.
IIARD – International Institute of Academic Research and Development
Page 115
IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
This study underpinned its theoretical foundation on Keynesian theory of public
expenditure which viewed capital accumulation as a catalyst to economic growth. This is so,
since getting external loan amount to accumulation of capital targeted towards economic
growth and development in Nigeria which has always been the reason why successive
government in Nigeria have engaged in foreign borrowing.
Empirical review of related literature
Literatures are abound on effect of foreign debt on economic growth in both developed
and developing economies without consensus among the results. Some of the studies reviewed
pointed out the positive or negative effects of foreign debt on the economy which include:
Ademola, et al (2018) analysed the impact of external debt on economic growth in
Nigeria. The study applied Johansen Co-integration and Vector Error Correction Mechanism
for the period of 1990-2015 and revealed that external debt has an inverse effect on economic
growth in Nigeria.
In addition, Al Kharusi and Ada (2018) examined the relationship between government
external borrowing and economic growth in Oman for the period of 1990 to 2015. ARDL was
used and the result revealed a negative and significant influence of external debt on economic
growth in Oman. Within the study, gross fixed capital indicated positive and significant
relationship on economic growth in Oman.
In addition, Adamu etal (2018) examined the debt growth-nexus and economic growth
in Nigeria based on Solow (1956) growth framework. The study employed ARDL model and
applied on time-series data for Nigeria spanning from 1981 and 2016. The finding of the study
explored that external debt and economic growth are negatively related both in the short and
long runs.
More or less, applying the panel smooth transition regression method to examine the
non-linear impact of debt on the growth of 134 economies for 1970–2012 period; Karadam
(2018) revealed an asymmetric long-run growth effect of public debt with the impact of public
debt on growth turning from positive to negative after reaching some threshold levels in the
country
Furthermore, Obayori et al (2019) examined the impact of external debt on economic
growth in Nigeria covering a period of 1980 to 2016. They applied Generalized Method of
Moments (GMM) and submitted that a positive and significant relationship exist between
external debt and economic growth in Nigeria.
Moreover, Moh’d and Jaradat (2019) studied the effect of external debt on economic
growth in Jordan economy for the period of 2010 to 2017. The study adopted descriptive
statistics approach and pointed out that a negative and significant relationship was found
between foreign debt and economic growth in the country.
In the same vein, Obisesan etal (2019) empirically examined the effect of external debt
on economic growth in Nigeria under the period of 37 years (1981-2017). The study
specifically examined the influence of external debt, external debt service payment and
exchange rate on economic growth proxy as real gross domestic product. The study employed
least square econometric technique to ascertain the relationship between external debt variables
and economic growth in Nigeria. The study found that external debt and external debt service
payment have negative effect on economic growth while exchange rate has positive effect on
economic growth in Nigeria.
IIARD – International Institute of Academic Research and Development
Page 116
IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
A study by Yusuf and Mohd (2021) assessed the effects of government debt on
economic growth in Nigeria on time series data for a period of 1990-2022. ARDL was used
and the findings revealed that external debt has negative long-run effect and positive shortterm effect on economic growth.
In addition, Bironke (2021) examined the long-run effects of external and domestic
debts on economic growth in Nigeria for 1981-2017. Dynamic OLS cointegration method was
applied and the study revealed that none of external and domestic debts enhances growth in
Nigeria in the long-run. While, domestic debt tends to have a positive long-run effect on growth
and statistical insignificant in the model.
In the same perspective, Eke etal (2021), empirically investigated the effect of public
debt on economic growth in Nigeria for the period 1981-2018. Employing a co-integration
approach, the study revealed prominent among others that a significant short-run relationship
exists between Nigeria's public debt and economic growth. Also, the study further showed that
whereas both the domestic debt and the external debt variables were statistically significant,
only the latter failed the apriori expectation test and thus, exerts a negative contribution to
economic growth in Nigeria.
Research Gap
Some of the studies reviewed presented different findings and conclusions as whether
effect of foreign debt on economic growth in Nigeria is positive or negative. For example,
Aladejare (2021) supported positive effect between external debt and economic growth in both
short-run and long-run period. In addition, Suleiman and Azeez (2012), Zaman and Arslan
(2014); Odubuasi et al (2018), as well as Obayori et al (2019) corroborated that positive effects
are found among foreign debt variables and economic growth in Nigeria.
On the other hand, George, et al (2020) examined the impact of external debt on
economic growth in Nigeria and reported that negative impact existed between external debt
and economic growth. In addition, Eke and Akujuobi (2021), Ochalibe et al (2017) and
Nwannebuike et al (2016) analysed effect of external debt on economic growth in Nigeria and
supported the view of negative effects between external debt and economic growth in Nigeria.
Therefore, whether the effects of foreign debt on economic growth in Nigeria is positive
or negative remain an empirical equation to be solve. Hence, this study empirically examined
the effect of foreign debt on economic growth in Nigeria.
3.0 METHOD
The ex-post facto research design is adopted to enable the researcher used secondary
data. It is appropriate to examine the effect of foreign debt on economic growth in Nigeria
within the period of 1986 to 2021. The method of data collection in this study was secondary
sources because of its nature. The study sourced from the World Bank Development Indicator
(World Bank Database, 2022) and Central Bank of Nigeria (CBN, 2022) Statistical Bulletin
for various years. The data are on the following variables RGDP = Real Gross Domestic
Product which was proxied for economic growth, FOD = foreign debt (MUL, BIL, PAR, PRN,
ORT), EDS = External debt servicing and EXR = exchange rate for the period of 36 years. That
is the proposed sample size for the analysis.
This research work adopts four basic techniques in carrying out its analysis. The first is
normality test to ascertain the behaviour of the variables using descriptive statistics. The second
IIARD – International Institute of Academic Research and Development
Page 117
IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
technique is unit root test for stationarity verification using Augmented Dickey-fuller (ADF)
and Philips-Perron (PP) tests. The third method is cointegration test using Autoregressive
Distributed Lag (ARDL) Bound test for long-run equilibrium check among the variables
captured in the model. Fourthly, Autoregressive Distributed Lag Model (ARDL) is applied to
estimate the effect of foreign debt on economic growth in Nigerian economy from 1986 to
2021.
This method use here depending on the behaviour of the variables and stationarity level
that informed the selection of ARDL Model which was introduced by Pesaran et al. (2001) in
order to incorporate I (0) and I (1) variables. Moreover, Error Correction estimate is conducted
to check the point of convergence among variables included in the model.
Model Specification
The functional model showing the technical relationship between the economic growth
proxied by Real Gross Domestic Product (RGDP) and Foreign debt indicators in Nigeria as
stated in the previous studies ( see Aladejare, 2021; George, etal, 2020) as well as Obayori et
al (2019 ) had been modified and specified thus:
GDP=f (FOD)……………………………………………………………………………... (3.1)
Where: GDP = Real Gross Domestic Product, FOD = Foreign Debt Indicators
This model can be transformed into equation (3.2) as:
GDP = f (FOD, FDS, ERX, INF).………………………………………....…………..… (3.2)
, FOD = foreign debt (MUL, BIL, PAR, LOC, ORT), EDS = External debt service and EXR =
Mathematical form of the equation (3.2) is given as:
Ln GDP = 𝜕0 +𝜕1 Ln FOD+𝜕2 Ln FDS + 𝜕3 ERX+ INF………………………….………. (3.3)
Econometric form of the model in (3.2) is specified thus:
Ln GDPt = 𝜕0 +𝜕1 Ln FODt +𝜕2 Ln FDSt + 𝜕3 ERXt +INF+ μt …………………………… (3.4)
Where:
GDP = Real Gross Domestic Product
FOD = Foreign debt (Multilateral Creditors, Bilateral Creditors, Paris Club Creditors, London
Club Creditors, Promissory Notes, Euro Bond and Diaspora Bond)
FDS = Foreign Debt Servicing
EXC = Exchange Rate
Moreover, 𝜕0 is the intercept of the equation, 𝜕1 – 𝜕3 are the coefficients of the explanatory
variables to be estimated, μt is the stochastic term.
In addition, the idea behind using natural log (Ln) is to achieve linearity. Moreover, the
Ln of a variable represents a relative change (rate of return), whereas a change in the variable
itself represents an absolute change.
Autoregressive Distributed Lag Estimates (ARDL)
Pre-conditions for estimating ARDL includes:
IIARD – International Institute of Academic Research and Development
Page 118
IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
i.
ii.
Dependent variable must be non-stationary in order for the model to behave better.
None of the variables should be I(2) in normal conditions (ADF test) and (PP-test)
The model for this study is denoted as:
∆LnGDPt-i = 𝜕0 + 𝜕1 Ln𝐺𝐷𝑃𝑡−𝑖 + 𝜕2 Ln𝐹𝑂𝐷𝑡−𝑖 +𝜕3 Ln𝐹𝐷𝑆𝑡−𝑖 + 𝜕4Ln𝐸𝑋𝑅𝑡−𝑖 + 𝜕5 Ln𝐶𝑃𝐼𝑡−𝑖 +
∑𝑝𝑚=0 𝜆∆Ln𝐺𝐷𝑃𝑡−𝑖 +∑𝑞𝑚=0 ф∆Ln𝐹𝑂𝐷 𝑡−𝑖 ∑𝑞𝑛=0 ѱ∆Ln𝐹𝐷𝑆𝑡−𝑖 + ∑𝑞𝑛=0 𝛿 ∆Ln𝐸𝑋𝑅𝑡−𝑖 +
∑𝑞𝑛=0 𝛿 ∆Ln𝐶𝑃𝐼𝑡−𝑖 + 𝛾𝑡𝑟𝑒𝑛𝑑 +θECMt-i+𝜀𝑡𝑖 ...........................................................(3.6)
∆LnGDPt-i = 𝜕0 + 𝜕1 Ln𝐺𝐷𝑃𝑡−𝑖 + 𝜕2 Ln𝐿𝐹𝐷𝑡−𝑖 +𝜕3 Ln𝐿𝑆𝐷𝑡−𝑖 + 𝜕4 Ln𝐸𝑋𝑅𝑡−𝑖 +𝜕5 Ln𝐶𝑃𝐼𝑡−𝑖
∑𝑝𝑚=0 𝜆∆Ln𝐺𝐷𝑃𝑡−𝑖 +∑𝑞𝑚=0 ф∆Ln𝐿𝐹𝐷 𝑡−𝑖 + ∑𝑞𝑛=0 ѱ∆Ln𝐿𝑆𝐷𝑡−𝑖 +
∑𝑞𝑛=0 𝛿 ∆Ln𝐸𝑋𝑅𝑡−𝑖 ∑𝑞𝑛=0 𝛿 ∆Ln𝐶𝑃𝐼𝑡−𝑖 + 𝛾𝑡𝑟𝑒𝑛𝑑 +θECMt-i +𝜀𝑡𝑖 .........................(3.7)
Where:
The null and alternative hypotheses are as follows:
H0:
𝜕0 = 𝜕1 = 𝜕2 = 𝜕3 = 𝜕4 = 𝜕5 =0
(No long run relationship exist)
Against the alternative hypothesis:
H1:
𝜕 0 ≠ 𝜕1 ≠ 𝜕2 ≠ 𝜕3 ≠ 𝜕4 ≠ 𝜕5 ≠0
(Long run relationship exist)
𝜕1 − 𝜕5 are the long run multipliers (parameters), 𝜕0 is the intercept (the drift component); 𝜆,
ф,ѱ, and 𝛿 the short-run parameters, θ is the coefficient of speed of adjustment while ECMt-i
is the speed of adjustment and 𝜀𝑡 is the stochastic error term.
Appriori Expectation
The appriori expectation of the variables included in the model is specified thus: 𝜕1 >0, 𝜕2 <0,
𝜕3 > or <0, 𝜕 4<0, and 𝜕 5 > 0.
4.0 RESULTS
This study presents the data used in this analysis in Appendix I based on request. The
data involved were Real Gross Domestic Product (RGDP), foreign debt (FOD), foreign debt
servicing (FDS), exchange rate (EXR), Inflation rate (INF), long-term foreign debt (LFD), and
short-term foreign debt (SFD) for the study. It was necessary for this study to carry out its
analysis from the descriptive statistics to ascertain the nature and behaviours of the variables
included in the model.
Moreover, the study conducted the unit root test using Augmented Dickey Fuller (ADF)
and Phillips-Perron (PP) tests to verify the stationarity of data. Similarly, it conducted standard
VAR to ascertain the optimal lag length to examine the effect of foreign debt and foreign debt
servicing on economic growth in Nigeria.
Unit Root Test
This study adopts the ADF and PP unit root tests to ascertain the stationarity of the time
series data involved in the analysis. The result is presented in Table 4.2 and 4.3 for
interpretation and verification on each of the variable studied. Three test criteria was adopted
for in-depth unit root analysis and they are test with constant, with constant and trend, and
without constant and trend.
As a pre-condition in the process of conducting economic analysis, it is always crucial
to first assess the stationarity state of the data being used. The purpose for such is based on the
fact that a prior determination of the stationarity of economic time series is very essential in
guiding any empirical conclusion. It is known fact that standard econometric procedures are
based on the premise of stationarity in the time series, when in the real sense they can be nonIIARD – International Institute of Academic Research and Development
Page 119
IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
stationary. As a result, the usual statistical tests are likely to be inefficient, and the conclusions
reached are likely to be misleading and incorrect.
Tables 4.2 and 4.3 captures the result of the unit root test conducted on the study
variables as contained in Table 4.2 is the ADF unit root test, and in Table 4.3 is the PP unit root
test. The ADF result in Table 4.2 reveals that with the exception of EDS, other variables were
not stationary in level form. However, further test at the first difference level showed all the
variables to be stationary. A further test for stationary using the PP approach and as shown in
Table 4.3 reveals a similar stationarity result. Hence, this study concludes that with exception
to EDS being level stationary, RGDP, FOD, LFD, SFD, EXR, and CPI are first difference
stationary variables. This finding was confirmed by the ADF and PP tests which were adopted
to re-enforce each other.
Table 4.2: ADF unit root test
ADF Test at Level
ADF Test at 1st Difference
With
With
Without
With
With
Without
Constant
Constant
Constant
Constant
Constant
Constant
& Trend
& Trend
& Trend
& Trend
-3.564**
2.765
-3.786*** -3.744**
-2.289**
𝑙𝑜𝑔𝑅𝐺𝐷𝑃 -0.599
-1.091
0.932
-4.457*** -4.527*** -4.497***
𝑙𝑜𝑔𝐹𝑂𝐷 -1.602
-1.057
-1.189
0.984
-4.827*** -4.923*** -4.878***
𝑙𝑜𝑔𝐿𝐹𝐷
1.028
2.359
-0.659
-3.001*
-4.072**
1.544
𝑙𝑜𝑔𝑆𝐹𝐷
-2.653
2.110
-5.932*** -6.063*** -4.975***
𝑙𝑜𝑔𝐸𝑋𝑅 -2.556
-1.181
-3.092
0.790
-3.557**
-3.893**
-1.530
𝑙𝑜𝑔𝐶𝑃𝐼
-3.416*
0.423
-8.471*** -8.355*** -8.559***
𝑙𝑜𝑔𝐸𝐷𝑆 -3.347**
Where *, **, *** indicates significance at 10%, 5%, and 1% respectively, and l is the logarithm
operator.
Source: Author’s estimated output.
Table 4.3: PP unit root test
PP Test at Level
With
With
Constant
Constant
& Trend
-1.431
𝑙𝑜𝑔𝑅𝐺𝐷𝑃 -0.502
-1.091
𝑙𝑜𝑔𝐹𝑂𝐷 -0.960
-1.409
-1.503
𝑙𝑜𝑔𝐿𝐹𝐷
0.406
-0.966
𝑙𝑜𝑔𝑆𝐹𝐷
-2.654
𝑙𝑜𝑔𝐸𝑋𝑅 -2.998**
-3.784*** -1.813
𝑙𝑜𝑔𝐶𝑃𝐼
-3.416*
𝑙𝑜𝑔𝐸𝐷𝑆 -3.341**
PP Test at 1st Difference
Without
With
With
Without
Constant
Constant
Constant
Constant
& Trend
& Trend
& Trend
4.498
-3.680*** -3.636**
-2.051**
0.817
-4.367*** -4.427*** -4.433***
0.893
-4.825*** -4.902*** -4.876***
-1.247
-2.890*
-3.064
-2.799***
1.902
-5.941*** -6.176*** -4.974***
2.016
-2.840*
-3.503*
-1.257
0.553
16.713*** 18.544*** 13.461***
Where *, **, *** indicates significance at 10%, 5%, and 1% respectively, and l is the logarithm
operator.
Source: Author’s estimated output.
IIARD – International Institute of Academic Research and Development
Page 120
IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
Optimal lag length
After the unit root testing, the study proceeded to select the most appropriate or optimal
lag length for the estimation of the ARDL Bounds cointegration test, and long-run and shortrun results. Thus, this study adopted the choice of two (2) lags as the optimum lag length. The
AIC at 2 lags is still lower when compared to the SIC statistic at all lag lengths.
4.4 ARDL bounds cointegration test result
In this study, we presented the ARDL bounds test for cointegration on the effect of
foreign debt and debt servicing, and foreign debt components on economic growth in Nigeria.
The cointegration test was used to ascertain the long-run association between the study’s
regressors and it is presented in Table 4.5 below.
Table 4.5, showed the bounds test for cointegration in the two equations of this study.
First, it was found that in the cointegration relationship between FOD, EDS, EXR, and CPI,
although the computed F-statistic (4.593) exceeded the lower bounds values at 1% (4.4) and
2.5%(3.89), it falls short of the upper bounds at 1% (5.72) and 2.5% (5.07). Nevertheless, the
value for the F-Statistics which is 4.593 is greater than the 5% and 10% critical values. That is,
the critical values for the upper bound at 5% and 10% significance levels in Table 4.5 is 4.57
and 4.06, respectively. While the lower bounds at the same significance levels is 3.47 and 3.03,
respectively.
Therefore, the null hypothesis of no long run relationships among foreign debt, foreign
debt servicing, exchange rate, and inflation rate are significantly rejected at 5% level of
statistically significance. In other words, there is the existence of long run relationship between
foreign debt, foreign debt servicing, exchange rate, and inflation which affects economic
growth in Nigeria.
Secondly, Table 4.5 also revealed that in the cointegration relationship between LFD,
SFD, EXR, and CPI, the computed F-statistic (6.830) exceeded the lower and upper bounds
values at 1%, 2.5%, 5%, and 10%. Therefore, the null hypothesis of no long run association
between long-term foreign debt, short-term foreign debt, exchange rate, and inflation rate is
significantly rejected at all the significance levels. Moreover, there is the existence of long run
relationship between log-term foreign debt, short-term foreign debt, exchange rate, and
inflation which affects economic growth in Nigeria.
Table 4.5: ARDL F-Bound Test Result for Long-run Equilibrium
Equation
Test statistic
Value of F- K
Sign.
Statistic
RGDP=f(FOD, EXR, CPI, Sample size (n)
4.593
4
10%
EDS)
= 34
5%
RGDP=f(LFD, SFD, EXR, Sample size (n)
6.830
4
2.5%
CPI)
= 22
1%
Source: Author’s estimated output.
IIARD – International Institute of Academic Research and Development
I(0)
I(1)
3.03
4.06
3.47
3.89
4.57
5.07
4.4
5.72
Page 121
IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
4.5 ARDL Long-run Results: Long-run estimated outcome for foreign debt and debt
servicing effects on economic growth
In Table 4.6, the result reveals a significant negative effect of foreign debt on
economic growth. Specifically, it was gathered from Table 4.6 that a unit rise in foreign debt
will produce a significant 0.14 unit decline in economic growth. The significance of the
relationship is based on the probability value which falls below the 1% significance level.
Similarly, external debt servicing has a significant negative effect on economic growth. This
based on the significance of the relationship determined by the probability value which falls
below the 1% significance level. The result shows that a unit rise in foreign debt servicing will
produce a 0.10 unit fall in economic growth.
However, the coefficient of exchange rate which is 0.138, expresses a significant
positive effect on economic growth in Nigeria. That is, with a unit increase in the exchange
rate, economic growth should also be expected to rise significantly by 0.138 units. Also, the
significance of the relationship is based on the probability coefficient falling below the 10%
significance level. In contrast, the coefficient of inflation rate of -0.356 reveals an inverse effect
on economic growth, which is significant judging by its probability value which is significant
at the 1% level. The outcome indicates that a unit rise in inflation will produce a significant
decline of 0.36 unit in economic growth.
Table 4.6: ARDL long-run estimates for foreign debt and debt servicing effects on
economic growth
Variables
Coefficient
Std. Error
t- statistics
Prob.
𝑙𝑜𝑔𝐹𝑂𝐷
-0.141
0.045
-3.165
0.0047***
𝑙𝑜𝑔𝐸𝑋𝑅
0.138
0.067
2.068
0.0512*
𝑙𝑜𝑔𝐶𝑃𝐼
-0.356
0.073
-4.897
0.0001***
𝑙𝑜𝑔𝐸𝐷𝑆
-0.100
0.034
-2.932
0.0080***
Note: *, and *** denotes significant at 10% and 1% level.
Source: Author’s estimated result.
4.6.2 Long-run estimated outcome for effects of foreign debt components on economic
growth
In Table 4.7, the result reveals a significant positive effect of long-term foreign debt
on economic growth. Specifically, it was gathered from Table 4.7 that a unit rise in long-term
foreign debt will produce a significant 0.42 unit increase in economic growth. The significance
of the relationship is based on the probability value which falls below the 5% significance level.
However, short-term external debt has a significant negative effect on economic growth. This
based on the significance of the relationship determined by the probability value which falls
below the 5% significance level. The result shows that a unit rise in short-term foreign debt
will produce a 0.03 unit fall in economic growth.
Table 4.7: ARDL long-run estimates for foreign debt components’ effect on
economic growth
Variables
𝑙𝑜𝑔𝐿𝐹𝐷
𝑙𝑜𝑔𝑆𝐹𝐷
Coefficient
0.421
-0.030
Std. Error
0.141
0.010
t- statistics
2.981
-3.110
IIARD – International Institute of Academic Research and Development
Prob.
0.015**
0.013**
Page 122
IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
𝑙𝑜𝑔𝐶𝑃𝐼
-0.052
𝑙𝑜𝑔𝐸𝑋𝑅
-0.085
Note: ** denote significance at 5% level.
Source: Author’s estimated result.
0.068
0.033
-0.761
-2.568
0.466
0.030**
4.6 ARDL Short-run Results: Short-run estimated outcome for foreign debt and foreign
debt servicing effects on economic growth
Table 4.8 demonstrates that unlike the long-run output, in the short-run, exchange rate
and its lag significantly and adversely affected economic growth. The result showed that with
a unit increase in exchange rate, economic growth will retrogress significantly by 0.03 unit.
The significance of this output is based on the significance of the probability at the 10% level.
Similarly, the coefficient of inflation which is -0.234, reveals a significant short-run negative
effect on economic growth. Based on the coefficient, a unit increase in inflation rate will yield
a 0.23 unit fall in economic growth in Nigeria. This outcome is significant at the 1% level. In
contrast, external debt servicing shows a significant positive effect on economic growth, thus,
contradicting the long-run result. The output suggest that a unit rise in foreign debt servicing
will produce a 0.012 rise in economic growth, which is significant at the 10% level.
Furthermore, Table 4.8 shows the error correction mechanism (ECM) which
represents the speed of adjustment in ARDL modelling from short-run to long-run
convergence. The negative ECM value and its significance at the 1% level conforms to a
priori expectations of its behaviour in ARDL estimation. Its coefficient of -0.352 revealed
that about 35% of corrections takes place annually for long-run equilibrium restoration to be
complete. In order words, when there is a state of short-term disequilibrium in the
relationship between foreign debt, foreign debt servicing, exchange rate, and inflation rate, it
takes an annual correction of 35% of the disequilibrium for the Nigerian economy to return to
long-run growth path.
4.6.2 Short-run estimated outcome for the effects of foreign debt components on economic
growth
Table 4.8: ARDL short-run estimated outcome for foreign debt and debt servicing effect
on economic growth
Variables
Coefficient
Std. Error
t- statistics
Prob.
∆𝑙𝑜𝑔𝐸𝑋𝑅
-0.032
0.017
-1.926
0.068***
∆𝑙𝑜𝑔𝐸𝑋𝑅𝑡−1
-0.050
0.018
-2.732
0.013**
∆𝑙𝑜𝑔𝐶𝑃𝐼
-0.234
0.047
-4.992
0.000***
∆𝑙𝑜𝑔𝐸𝐷𝑆𝑡−1
-0.012
0.007
1.826
0.082*
𝑡𝑟𝑒𝑛𝑑
0.029
0.006
4.873
0.000***
𝑖𝑛𝑡𝑒𝑟𝑐𝑒𝑝𝑡
5.419
1.014
5.345
0.000***
𝑅2
0.68
F- Statistic
2
𝐴𝑑𝑗. 𝑅
0.58
Prob. (F-Stat)
Note: *, **, and *** are Significance at 10%, 5%, and 1%.
Source: Author’s estimated result.
IIARD – International Institute of Academic Research and Development
6.777
0.000
Page 123
IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
Table 4.8 also revealed the R2 as 0.68 or 68% approximately, suggesting that the model
is linear by 68%. In order words, the variables in the model are linearly related by 68%.
Furthermore, the adjusted R2 is 0.58 or 58% approximately, which means that all the variables
included in the model can explain the variation in economic growth by 58% and leaving only
42% out to other factors not captured in this study. This shows that the model is fit and good
for policy recommendations for the economy. In addition, the F-statistic value of 6.777 and its
p-values of 0.000 reveals that all the variables taken jointly significant effects on economic
growth in Nigeria.
Table 4.9 demonstrates that unlike the long-run output, in the short-run, exchange rate
significantly and adversely affected economic growth. Its lag however has a significant positive
effect on economic growth. The result showed that with a unit increase in exchange rate,
economic growth will retrogress significantly by 0.03 unit at the 5% level of significance. In
contrast, a unit increase in the lagged exchange rate will increase economic growth by 0.054
unit at the 1% level of significance. Similarly, the coefficient of lagged short-term external debt
which is 0.007, reveals a significant short-run positive effect on economic growth. Based on
the coefficient, a unit increase in short-term foreign borrowing will yield a 0.007 unit increase
in economic growth in Nigeria. This outcome is significant at the 10% level. In contrast, lagged
long-term external debt shows a significant adverse effect on economic growth, thus,
contradicting the long-run result. The output suggest that a unit rise in long-term foreign debt
will produce a 0.012 decline in economic growth, which is significant at the 5% level.
Furthermore, Table 4.9 shows the error correction mechanism (ECM) which
represents the speed of adjustment in ARDL modelling from short-run to long-run
convergence. The negative ECM value and its significance at the 1% level conforms to a
priori expectations of its behaviour in ARDL estimation. Its coefficient of -0.768 revealed
that about 77% of corrections takes place annually for long-run equilibrium restoration to be
complete. In order words, when there is a state of short-term disequilibrium in the
relationship between external debt components, exchange rate, and inflation rate, it takes an
annual correction of 77% of the disequilibrium for the Nigerian economy to return to long-run
growth path.
Table 4.9 also revealed the R2 as 0.87 or 87% approximately, suggesting that the model
is linear by 87%. In order words, the variables in the model are linearly related by 87%.
Furthermore, the adjusted R2 is 0.79 or 79% approximately, which means that all the variables
included in the model can explain the variation in economic growth by 79% and leaving only
21% out to other factors not captured in this study. This shows that the model is fit and good
for policy recommendations for the economy. In addition, the F-statistic value of 10.850 and
its p-values of 0.000 reveals that all the variables taken jointly, significantly affects economic
growth in Nigeria.
Table 4.9: ARDL short-run estimated outcome for foreign debt components’ effect on
economic growth
Variables
Coefficient
Std. Error
t- statistics
Prob.
∆𝑙𝑜𝑔𝐸𝑋𝑅
-0.033
0.013
-2.560
0.031**
∆𝑙𝑜𝑔𝐸𝑋𝑅𝑡−1
0.054
0.016
3.338
0.009***
∆𝑙𝑜𝑔𝐿𝐹𝐷𝑡−1
-0.103
0.035
-2.295
0.0162**
IIARD – International Institute of Academic Research and Development
Page 124
IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
∆𝑙𝑜𝑔𝐶𝑃𝐼
∆𝑙𝑜𝑔𝑆𝐹𝐷𝑡−1
𝑡𝑟𝑒𝑛𝑑
𝑖𝑛𝑡𝑒𝑟𝑐𝑒𝑝𝑡
-0.234
0.007
0.048
0.299
0.047
0.004
0.007
0.042
-4.992
1.957
7.286
7.129
𝑅2
0.87
F- Statistic
2
𝐴𝑑𝑗. 𝑅
0.79
Prob. (F-Stat)
Note: *, **, and *** are Significance at 10%, 5%, and 1%.
Source: Author’s estimated result.
0.000***
0.082*
0.000***
0.000***
10.850
0.000
DISCUSSION OF RESULTS
From the empirical evidences presented from Table 4.6 to 4.9, this study discusses
the major findings of the research in-line with the study objective. However, the significant
and positive value of the trend variable in Tables 4.8 and 4.9 which are 0.029 and 0.048
respectively, indicates that the Nigerian fiscal authorities have always favoured the use of
external debt to augment revenue shortfall. Investment in infrastructures and projects that
could enhance the well-being of the economy are often sourced through yearly foreign
borrowings; a trend which has become even more frequent from 1999 to date. They often rely
on this source for political reasons since raising taxes can make them unpopular to the citizens.
In addition, the weak tax base and inefficiencies in tax collection are other factors that seems
to favour the choice of foreign borrowing as alternative source of funding economic growth
catalyst in the country.
The effect of foreign debt servicing payment on economic growth
The adverse effect of foreign debt servicing on economic growth agree with the
study’s a priori expectation. Also, this outcome agrees with the debt overhang theory and
the crowding-out effect of public debt. That is, when public borrowing accumulates
extravagantly, the responsibility of servicing such sovereign debt constitutes a crowding out of scarce foreign exchange; that alternatively could have been put to productive
ventures such as investment in infrastructure projects like roads, hospitals, power d ams,
schools, bridges, housing, etc.
Consequently, economic growth is being impeded as these investments are needed
to propel further growth. Furthermore, the government may soon find themselves in a
situation whereby they might need to keep borrowing to service the nation’s debt due to
the inability of the generated revenues from poor economic growth, to cover the cost of the
nation’s borrowing. Hence, external debt service keeps accumulating while economic
growth keeps diminishing in the long-term. This finding aligns with studies such as Paul
(2017) and Obisesan et al. (2019) who reported a negative effect of external debt servicing
on economic growth in Nigeria.
The long-run effect of foreign debt on economic growth in Nigeria
Similarly, the significant negative effect of external debt on economic growth in
Nigeria has serious economic implications. However, the finding contradicts studies such
as Sualiman and Azeez (2012), Paul (2017), and Aguwamba and Adeghe (2017) who found
a positive effect of external debt on economic growth for Nigeria. The finding aligns with
Amassoma and Adeniran (2017), Ademola et al. (2018), and Adamu et al. (2018) who
reported adverse foreign debt effect on economic growth for Nigeria.
IIARD – International Institute of Academic Research and Development
Page 125
IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
As the level of foreign debt continue to rise, it hinders the country’s potential to
invest in her economic future-either through education, infrastructure, or health care. This
is because as external debt keeps piling, so also is the cost of servicing them for which
scarce revenues are used in servicing. Hence, long-term economic growth is stunted.
Also, increasing government borrowing can be detrimental to economic growth
when there is sufficient uncertainty with regards to how the real debt costs will be
distributed through the explicit or implicit transfers. That is, the sovereign debt can lead to
different sectors of the economy changing their behaviour in manners that preserve
themselves from being coerced to integrate the real cost of the long-term foreign debt. Such
behavioural adjustments can undermine the growth of the economy. Furthermore, increase
in external debt can result in the systematic creation of fictional wealth for the economy.
When this happens, the fictional wealth distorts economic activity by inflating the prices
of assets which can be adverse for growth, because asset with fixed, long-run cash flows
are more likely to behave unfavourably.
Foreign debt component with the most effect on economic growth
The result for the components of foreign debt revealed divergent outcome. While
long-term external debt exerted a significant positive effect, short-term foreign debt shows
a negative significant effect on economic growth. However, the output contained in Table
4.7 reveals that the magnitude of the positive effect of long-term foreign debt (0.421)
exceeds the negative effect of short-term external borrowing (-0.030). A similar short-run
behaviour also showed that while long-term external debt had a negative effect on
economic growth, short-term foreign debt had a positive effect on the later. However, the
magnitude of effect from long-term debt (-0.103) out-weighs the short-term foreign debt
effect (0.007). Thus, this finding indicates that long-term external debt has the most effect
on economic growth in Nigeria.
This outcome is plausible given that long-term external debt are often used to for longterm investment or projects such as construction of power plants, dams, bridges,
transportation, roads, housing units, etc., which have long term benefits to the econom y.
However, the short-term effect of such funding is negative because of the conditions
often attached to their sourcing by the creditors. For instance, part of the International
Monetary Funds (IMF) conditions for granting loans to developing countries entails
removing subsidies from consumption such as refined petroleum and electricity as in the
case of Nigeria. The effects of adhering to this condition has significant effect on the
economy since the two consumed goods affect general price level, which can result in fall
in aggregate demand and lead the economy into recession.
5.0 SUMMARY, CONCLUSION AND RECOMMENDATIONS
This study examined the effect of foreign debt on economic growth in Nigeria for
the period spanning from 1986 to 2021. Four theories were reviewed by this study and they
are the consumption smoothening theory, debt overhang theory, dependency theory, and
the Keynesian theory of public expenditure. Variables used in the study included real gross
domestic product to proxy economic growth, total external debt, total foreign debt
servicing, long-term external debt, short-term external debt, consumer price index to proxy
inflation, and nominal exchange rate. The data were sourced from the World Bank
development indicators and Central Bank of Nigeria Statistical Bulletins are subjected to
unit root test by applying the Augmented Dickey Fuller (ADF) and Phillip-Perron (PP) test
approaches.
IIARD – International Institute of Academic Research and Development
Page 126
IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
Furthermore, the bounds cointegration and the study findings were derived using
the Autoregressive Distributed Lag (ARDL) model. Residual diagnostic tests were
conducted to ascertain the reliability of the study’s estimates and these test included
normality, serial correlation, and heteroscedasticity. A model stability test was also
conducted through the cumulative sum and cumulative sum squared techniques; and their
output ensured that the model is good fit and reliable for policy recommendations.
This study concludes that foreign debt and foreign debt servicing have detrimental
effects on the Nigerian economy. This finding is in line with the debt overhang theory and
the crowding-out effect of public debt. That is, when public borrowing accumulates
excessively, the obligations of servicing such public debt constitutes a crowding -out of
scarce foreign exchange; that alternatively could have been put to productive ventures such
as investment in infrastructure projects like roads, hospitals, power plants, schools, bridges,
housing.
Furthermore, this study concludes that long-term external debt have more effect on
the Nigerian economy than short-term foreign borrowing. This is because long-term
external debts have a more flexible and longer payment periods and are particularly
demanded for investment in long-term projects or future income yielding assets which are
beneficial to the economy in the long term. Hence, the usual preference by fiscal authorities
for long-term foreign debt in Nigeria which agrees with the Keynesian theory of public
spending. This is evident with the frequent borrowings for infrastructural development of
the country for the sake of propelling the growth on the economy in the long -run.
Recommendations
This study recommends the following policy options based on the major findings and
empirical reviewed as:
i.
Government of Nigeria should formulate internally generated revenue policy for
alternative sources of finance rather than depending on foreign debt to execute
developmental projects and other infrastructures for improvement in economic
growth.
ii.
Government and policy makers should minimise the negative effect of foreign
debt servicing on Nigerian economy through full implementation of
diversification policy of Federal Government, Nigeria.
iii.
Government should encourage and improve export base production in order to
reduce the effect of exchange rate hike on economic growth in Nigeria.
iv.
Government should make monetary policy that would ensure price stability in
order to ameliorate the negative effect of inflation on economic growth in
Nigeria.
v.
Government should improve the standard of financial crime fighting agency
(EFCC, ICPC and INTERPOLY) to minimise the high rate of corruption in
Nigeria.
Contribution to the body of Knowledge
This study has established a link between foreign debt and economic growth in Nigerian
economy. It also provided a framework and springboard to facilitate appropriate planning,
development and utilization of all levels of scarce resources that can serve as catalyst for
inclusive economic growth in Nigeria.
IIARD – International Institute of Academic Research and Development
Page 127
IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
Furthermore, it has disaggregated the effect of foreign debt on economic growth into
two components which are long-term foreign debt-economic growth nexus and short-term
foreign debt-economic growth relationship. This approach enabled the study to understand
which type of foreign debt has the most effect on economic growth in Nigeria. Such approach
is rarely found in the literature, particularly for Nigeria, hence, this study extends the existing
literature on the foreign debt-economic growth nexus in this front.
REFERENCES
Adamu, J., Salihu, A., Musa, A., Abdullahi, B., & Bello, I. (2018). External debt-growth nexus
in Nigeria Revisited. Asian Economic and Financial Review, 8(1), 117-130.
Adarkwa, S., Donkor, F & Kyei, E. (2017). The Impact of Economic Growth on
Unemployment in Ghana: Which Economic Sector Matters Most? The International
Journal of Business & Management, 5 (4), 1-3.
Ademola, S. S., Tajudeen, A. O. &Adewumi, Z. A. (2018). External debt and economic growth
of Nigeria: An empirical investigation. South Asian Journal of Social Studies and
Economics, 1(2):1-11.
Aladejare, S.A. (2021). Macroeconomic volatility and its significance to the rising external
indebtedness of Nigeria. Journal of Public Finance Studies, 66 (3), 1-17.
Al Kharusi, S. & Ada, M. S. (2018). External debt and economic growth: The case of emerging
economy. Journal of Economic Integration, 33(1), 1141-1157.
Ajie, H. A., Akekere, J. &Ewubare, D. B. (2014). Praxis of Public Sector Economics and
Finance. Port Harcourt: Pearl Publishers.
Amassoma, D., & Adeniran O. (2017). A reappraisal of the link between external debt and
domestic investment in Nigeria. European Journal of Economic Studies, 6(1), 25-41.
Bironke, A. (2021). Effects of public debts on economic growth in Nigeria: a cointegration
analysis. International Journal of Innovative Research in Accounting and
Sustainability, 6(3), 62-71.
Central Bank of Nigeria. (2022). CBN Annual Report Statement Accounts, Statistical Bulletins
for various Issues, Abuja FCT, Nigeria.
Debt Management Office. (2021). Nigeria’s public debt stock as at Dec 31, 2021 Nigeria:
Debt Management Office.
Dickey, D. A., & Fuller, W. A. (1979). Distribution of the estimators for autoregressive time
series with a unit root. Journal of the American Statistical Association, 74(1), 427- 43.
Elwasila S. E. & Mohamed, O. (2018). Effect of External Debt on Economic Growth of
Sudan: Empirical Analysis, Journal of Economic Cooperation and Development,
39(1), 39-62.
IIARD – International Institute of Academic Research and Development
Page 128
IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
Eke, C. K & Akujuobi, N. E. (2021). Public Debt and Economic Growth in Nigeria: An
Empirical Investigation. International Journal of Development and Management
Review (INJODEMAR), 16(1), 178-191.
Femi, O. A. C. Uzoka, P. U. & Anichebe, A. S. (2018). External debt and economic growth in
Nigeria. Journal of Accounting and Financial Management, 4(6), 98-108.
George-Anokwuru, C. C, & Inimino, E. E. (2020). External debt and economic Growth in
Nigeria. International Journal of Research and Innovation in Social Science (IJRISS),
IV (IV), 254-265.
Gujarati, D. N. (2013). Basic Econometrics, African Edition. Glas Gow: McGraw-Hill, Inc
Lucky, E. U., & Godday, O. O. (2017). The Nigeria debt structure and its effects on economic
performance. International Journal of Business and Management Review, 5 (10), 7988.
Karadam, D.Y. (2018), “An investigation of nonlinear effects of debt on growth”, The Journal
of Economic Asymmetries, 18(5), 97-108.
Keynes, J. M. (1936). The general theory of employment, interest, and money. London:
Macmillan.
Khodaparasti, R. B., & Mohammadpour, R. (2016). The relationship between foreign debt and
GDP in selected European Countries. Amfiteatru Economic Journal, 18(43) : 548-556.
Moh’d AL-Tamimi, K. A. &Jaradat, M. S. (2019). Impact of external debt on economic growth
in Jordan for the period (2010-2017). International Journal of Economics and Finance,
11(4): 114-118.
National Bureau of Statistics (2020). Annual Report of 2020 on Basic Statistics. Retrieved on
12rd October, 2023 through: https://recruitmentfile.net/nbs-recruitment/.
Obisesan O. G., Akosile M. O & Ogunsanwo O. (2019). Effect of External Debt on Economic
Growth in Nigeria. African Journal of Economics and Sustainable Development, 2, (1),
39-50.
Odubuasi, A.C & Agubata, S. (2018). Effect of exchange rate fluctuations on the financial
performance of Nigerian manufacturing firms: Evidence from food, beverage and
tobacco Sector. International Journal of Commerce and Management Research, 4(4),
56-61.
Omodero, C.O & Alpheaus, O. E. (2019). "The Effect of Foreign Debt on the Economic
Growth of Nigeria," Management Dynamics in the Knowledge Economy, College of
Management, National University of Political Studies and Public Administration, 7(3),
291-306.
Paul, N. (2017). Analysis of the impact of external debt on economic growth in an emerging
economy: Evidence from Nigeria. African Research Review, 11(4):156-173.
Pesaran M. H., S., Smith, Y., & J, R. (2001). Bounds testing approaches to the analysis of level
relationships. Journal of Applied Econometrics, 16, 289–326.
IIARD – International Institute of Academic Research and Development
Page 129
IIARD International Journal of Economics and Business Management
E-ISSN 2489-0065 P-ISSN 2695-186X Vol 9. No. 10 2023 www.iiardjournals.org
Pesarson, M. H. & Pesarson, B. (1997). Working with Microfit 4.0: Interactive
Econometrics Analysis. Oxford. Oxford University Press.
Saungweme, T. & Odhiambo, N. M. (2018). Public debt service and economic growth: A
survey of international literature, Applied Econometrics and International
Development, 18 (2), 129-142.
Saxena, S. P., & Shanker, I. (2018). External debt and Gross domestic product in India. Social
Science Asia, 4(1), 15-25.
Shitu (2020). Domestic Investment and Economy Growth in Nigeria: An Empirical
Investigation. International Journal of Business and Social Science, 9(2), 23-45.
The World Fact Book (2021). The World Fact Book 2021 Edition; “Independence sources of
basic intelligence”. Retrieved on 23th October, 2023 through: https://www.cia.gov/theworld- factbook/about/cover-gallery/2021-cover/.
Todaro, M.P. and Smith, S.C. (2011). Economic development (11 ed.). Boston, MA:
Addison-Wesley.
Ukpe, U.H.1, Umeh, J. C., Ater, P. I., & Asogwa, B. C. (2017). Effects of public external debt
and private investment on agricultural growth in Nigeria: 1980-2016. Journal of
Agricultural Science, 6(3), 1-12.
Waliu, O. S., Nor, A. I,& Abdul,R. L. (2020). Modelling external debt -growth nexus: how
relevant is governance? Modelling external debt Journal of Financial Crime, 2(3), 1230.
World Bank (2021). The World Bank Annual Report 2021: From Crisis to Green, Resilient,
and Inclusive Recovery (English) Retrieved on 23rd October, 2023
https://thedocs.worldbank.org/en/doc/cd05d27f0203b90751fcfe7145cd5a3d
0330122021/original/EDS05-Annual-Report-2021-English-Summary.
World Bank (2018b), “World governance indicators, Washington DC, available at: http://info.
Yusuf, A. & Mohd, S. (2021). The impact of government debt on economic growth in Nigeria.
Cogent Economics & Finance, 9(1), 1-19.
IIARD – International Institute of Academic Research and Development
Page 130