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The research addresses the pressing issue of food insecurity, particularly in Pakistan and its Punjab province, highlighting significant statistics and underlying causes. It examines the consequences of food insecurity, including increased poverty and malnutrition, while identifying key determinants related to physical, financial, and social aspects. The study employs advanced statistical models, specifically Generalized Linear Models and Generalized Linear Mixed Models, to analyze food insecurity levels and influential factors, aiming to contribute valuable insights for policy formulation.

Consequences of Food Insecurity

There are many horrible consequences of Food Insecurity. Some of which are as follows:

• Failure of vital organs.

• Reduced capacity of human resource.

• Low growth rate of country's development.

• High infant mortality rate.

• Increase in poverty rate of one's country and reduced per capita income. • Spread of HIV/AIDS • Reduced capacity to access resources and markets

Food Insecurity in Developing Countries

Food Insecurity is not only the problem of developing countries but it is also the problem of developed countries as well. However, the situation is very alarming in developing countries in this context. About 925 million people of the world are malnourished or food insecure out of which 906 million people belongs to then third world countries.

Only in the continents of the Asia and Africa, there about 800 million people are Malnourished. These statistics depict the criticality of the problem (FAO,2010).

Food Insecurity in Pakistan

Pakistan is the seventh largest populated country in the world with the 26 th largest economy in the world. It has a tremendous agriculture system. A major portion of its population is associated with the profession of agriculture.

But, inspite of all these facts, about 26% of its population is malnourished and suffering the problem of food insecurity. There are many reason for food insecurity in Pakistan which will be discussed in the next slide (FAO,2011).

Causes of Food Insecurity in Pakistan

There are many reasons of food insecurity in Pakistan. Some of which are as follows:

• Low literacy rate and lack of education.

• Poverty and lack of resources.

• Political and Social un-stability in the country.

• Lack of Planning and un-justified distribution of resources. • Unemployment and lack of youth development programs. • Prevailing bad health and un-hygenic conditions. • Fluctuating economy of the conutry.

Food Insecurity in Punjab

Although Punjab is considered as the bread-basket of Pakistan due to its fertile land and effective water system. Punjab is also hosting too many industrial units. Punjab is able to produce major food crops and other food items which not only meet the needs of its population but also meet the country's dietary needs. Nevertheless, Punjab has the following hard facts about Food Insecurity:

Causes of Food Insecurity in Punjab

Following are the main causes of food insecurity in Punjab: • Severe energy crises and load-shedding.

• Terrorism and political distress.

• Corruption and unjustified distribution of wealth and food.

• Illiteracy and lack of knowledge about the scientific methods in agriculture and livestock sector. • Frequent Agitation and protest.

• Poor government policies.

• Inflation.

• Un-employment.

Determination of Food Insecurity

There are many determinants of Food Insecurity. However, in this study the following variable are used to cover the physical, financial and social perspective of food insecurity in the province of Punjab:

Data and Statistical Techniques

Data: Secondary data is taken from: • Food insecurity report of SDPI(2009) Potential Models:

In this study, the two classes of models are used:

• Generalized Linear Models • Generalized Linear Mixed Models