A Nutritional Analysis of the Food Basket in BIH: A Linear Programming Approach

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Abstract

This paper presents linear and goal programming optimization models for determining and analyzing the food basket in Bosnia and Herzegovina (BiH) in terms of adequate nutritional needs according to World Health Organization (WHO) standards and World Bank (WB) recommendations. A linear programming (LP) model and goal linear programming model (GLP) are adequate since price and nutrient contents are linearly related to food weight. The LP model provides information about the minimal value and the structure of the food basket for an average person in BiH based on nutrient needs. GLP models are designed to give us information on minimal deviations from nutrient needs if the budget is fixed. Based on these results, poverty analysis can be performed. The data used for the models consisted of 158 food items from the general consumption of the population of BiH according to COICOP classifications, with average prices in 2015 for these products.

Anderson, A.S., Dewar, J., Marshall, D., Cummins, S., Taylor, M., Dawson, J. and Sparks, L., 2007. The development of a healthy eating indicator shopping basket tool (HEISB) for use in food access studies—identification of key food items. Public health nutrition, 10(12), pp.1440-1447.

Darmon, N., Ferguson, E.L. and Briend, A., 2002. A cost constraint alone has adverse effects on food selection and nutrient density: an analysis of human diets by linear programming. The Journal of nutrition, 132(12), pp.3764-3771.

Darmon, N., Ferguson, E.L. and Briend, A., 2006. Impact of a cost constraint on nutritionally adequate food choices for French women: an analysis by linear programming. Journal of nutrition education and behavior, 38(2), pp.82-90.

Darmon, N., Ferguson, E. and Briend, A., 2002. Linear and nonlinear programming to optimize the nutrient density of a population’s diet: an example based on diets of preschool children in rural Malawi. The American journal of clinical nutrition, 75(2), pp.245-253.

Dawson, J., Marshall, D., Taylor, M., Cummins, S., Sparks, L. and Anderson, A.S., 2008. Accessing healthy food: availability and price of a healthy food basket in Scotland. Journal of Marketing Management, 24(9-10), pp.893-913.

Drewnowski, A. and Specter, S.E., 2004. Poverty and obesity: the role of energy density and energy costs. The American journal of clinical nutrition, 79(1), pp.6-16.

Gerdessen, J.C. and De Vries, J.H.M., 2015. Diet models with linear goal programming: impact of achievement functions. European journal of clinical nutrition, 69(11), pp.1272-1278.

Greer, J. and Thorbecke, E., 1986. A methodology for measuring food poverty applied to Kenya. Journal of Development Economics, 24(1), pp.59-74.

Kyereme, S.S. and Thorbecke, E., 1987. Food poverty profile and decomposition applied to Ghana. World Development, 15(9), pp.1189-1199.

Okubo, H., Sasaki, S., Murakami, K., Yokoyama, T., Hirota, N., Notsu, A., Fukui, M. and Date, C., 2015. Designing optimal food intake patterns to achieve nutritional goals for Japanese adults through the use of linear programming optimization models. Nutrition journal, 14(1), p.1.

Pasic, M., Catovic, A., Bijelonja, I. and Crnovrsanin, S., 2011, January. Linear programming local cost nutrition optimization model. In Annals of DAAAM for 2011 & Proceedings of the 22nd International DAAAM Symposium (pp. 0389-0390).

Pasic, M., Catovic, A., Bijelonja, I. and Bahtanovic, A., 2012. Goal Programming Nutrition Optimization Model. In Proceeding of the 23rd International DAAM Symposium Volume23 (No. 1).

Pretty, J.N., Morison, J.I. and Hine, R.E., 2003. Reducing food poverty by increasing agricultural sustainability in developing countries. Agriculture, ecosystems & environment, 95(1), pp.217-234.

Rambeloson, Z.J., Darmon, N. and Ferguson, E.L., 2008. Linear programming can help identify practical solutions to improve the nutritional quality of food aid. Public health nutrition, 11(04), pp.395-404.

Skau, J.K., Bunthang, T., Chamnan, C., Wieringa, F.T., Dijkhuizen, M.A., Roos, N. and Ferguson, E.L., 2014. The use of linear programming to determine whether a formulated complementary food product can ensure adequate nutrients for 6-to 11-month-old Cambodian infants. The American journal of clinical nutrition, pp.ajcn-073700.

European Commission, Directorate-General for Employment, Social Affairs and Inclusion, Manuscript completed in January 2011, The measurement of extreme poverty in the european union, http://ec.europa.eu/social/BlobServlet?docId=6462&langId=en (accesed: 13. 03. 2017).

Metodologija izrade minimalne potrošačke korpe, Zavod za statistiku Crne Gore https://www.monstat.org/userfiles/file/min%20potrosacka/metodologija%20MPK%2020_04.pdf (accesed: 13. 03. 2017.)

Poverty and Living Conditions - report from the Household Budget Survey 2007, BiH Statistical Agency; http://www.bhas.ba/ankete/hbs_07_001-bh.pdf: (accesed: 20. 06. 2016.)

South East European Journal of Economics and Business

The Journal of University of Sarajevo

Journal Information


CiteScore 2018: 0.86

SCImago Journal Rank (SJR) 2018: 0.224
Source Normalized Impact per Paper (SNIP) 2018: 0.395

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