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Measuring household food security in a low income country: A comparative analysis of self-reported and objective indicators

Author

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  • Hossain, Marup
  • Mullally, Conner
  • Asadullah, M Niaz

Abstract

Measuring food security in an accurate and cost effective way is important for targeted food relief and for designing anti-poverty programs. A number of studies have established different food security indicators as alternatives to calorie intake but none has conducted a comparative study of multiple indicators. We present a comparative analysis of 3 alternative indicators, (a) dietary diversity score (DDS) (b) self-reported food security and (c) land holding, as alternatives to calorie intake for prediction of household food security. We assess the reliability of the 3 indicators through their relation with household calorie intake, food and non-food expenditure, and nutritional status. We use a nationally representative cross sectional data consisting of 4,423 households from Bangladesh. We find no systematic difference in association with access to food (as measured by household food and non-food expenditure) among the alternative indicators. We also find that the land indicator predicts nutritional status better than DDS and self-reported indicator. We compare the ability of different indicators to predict calorie intake using a Vuong closeness test and find that DDS or any indexes of multiple indicators consisting of DDS can predict calorie intake better than others and more closely resemble the true model of calorie intake. We find the similar conclusion from out-of-sample prediction ability, lowest mean square error and mean absolute error, of alternative indicator. Finally, we try to find a discontinuous break point in DDS at different calorie intake threshold points which we can use as a cut-off points to identify food insecure household. We find no such structural points in DDS distribution.

Suggested Citation

  • Hossain, Marup & Mullally, Conner & Asadullah, M Niaz, 2016. "Measuring household food security in a low income country: A comparative analysis of self-reported and objective indicators," 2016 Annual Meeting, February 6-9, 2016, San Antonio, Texas 230101, Southern Agricultural Economics Association.
    • Handle: RePEc:ags:saea16:230101
    DOI: 10.22004/ag.econ.230101
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    References listed on IDEAS

    as
    1. Hoddinott, John & Yohannes, Yisehac, 2002. "Dietary diversity as a food security indicator," FCND discussion papers 136, International Food Policy Research Institute (IFPRI).
    2. Beegle, Kathleen & De Weerdt, Joachim & Friedman, Jed & Gibson, John, 2012. "Methods of household consumption measurement through surveys: Experimental results from Tanzania," Journal of Development Economics, Elsevier, vol. 98(1), pages 3-18.
    3. Mallick, Debdulal & Rafi, Mohammad, 2010. "Are Female-Headed Households More Food Insecure? Evidence from Bangladesh," World Development, Elsevier, vol. 38(4), pages 593-605, April.
    4. Rashid, Dewan Arif & Smith, Lisa C. & Rahman, Tauhidur, 2011. "Determinants of Dietary Quality: Evidence from Bangladesh," World Development, Elsevier, vol. 39(12), pages 2221-2231.
    5. Faridi, Rushad & Wadood, Syed Naimul, 2010. "An Econometric Assessment of Household Food Security in Bangladesh," Bangladesh Development Studies, Bangladesh Institute of Development Studies (BIDS), vol. 33(3), pages 97-111, September.
    6. Angus Deaton, 2012. "The financial crisis and the well-being of Americans," Oxford Economic Papers, Oxford University Press, vol. 64(1), pages 1-26, January.
    7. Maxwell, Simon, 1996. "Food security: a post-modern perspective," Food Policy, Elsevier, vol. 21(2), pages 155-170, May.
    8. Derek D. Headey, 2013. "The Impact of the Global Food Crisis on Self-Assessed Food Security," The World Bank Economic Review, World Bank, vol. 27(1), pages 1-27.
    9. Pelletier, David L. & Deneke, Kassahun & Kidane, Yemane & Haile, Beyenne & Negussie, Fikre, 1995. "The food-first bias and nutrition policy: lessons from Ethiopia," Food Policy, Elsevier, vol. 20(4), pages 279-298, August.
    10. Jennifer Coates & Beatrice Lorge Rogers & Patrick Webb & Daniel Maxwell & Robert Houser & Christine McDonald, 2007. "Diet Diversity Study," Working Papers in Food Policy and Nutrition 40, Friedman School of Nutrition Science and Policy.
    11. Tiwari, Sailesh & Skoufias, Emmanuel & Sherpa, Maya, 2013. "Shorter, cheaper, quicker, better : linking measures of household food security to nutritional outcomes in Bangladesh, Nepal, Pakistan, Uganda, and Tanzania," Policy Research Working Paper Series 6584, The World Bank.
    12. Headey, Derek D. & Ecker, Olivier, 2012. "Improving the measurement of food security:," IFPRI discussion papers 1225, International Food Policy Research Institute (IFPRI).
    13. Rose, Donald & Tschirley, David L., 2000. "A Simplified Method for Assessing Dietary Adequacy in Mozambique," Food Security Collaborative Working Papers 56034, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    14. Maxwell, Daniel & Ahiadeke, Clement & Levin, Carol & Armar-Klemesu, Margaret & Zakariah, Sawudatu & Lamptey, Grace Mary, 1999. "Alternative food-security indicators: revisiting the frequency and severity of 'coping strategies'," Food Policy, Elsevier, vol. 24(4), pages 411-429, August.
    15. Wiesmann, Doris & Bassett, Lucy & Benson, Todd & Hoddinott, John, 2009. "Validation of the world food programme's food consumption score and alternative indicators of household food security:," IFPRI discussion papers 870, International Food Policy Research Institute (IFPRI).
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