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Assessing asset indices

  • Filmer, Deon
  • Scott, Kinnon

This paper compares how results using various methods to construct asset indices match results using per capita expenditures. The analysis shows that inferences about inequalities in education, health care use, fertility, child mortality, as well as labor market outcomes are quite robust to the specific economic status measure used. The measures-most significantly per capita expenditures versus the class of asset indices-do not, however, yield identical household rankings. Two factors stand out in predicting the degree of congruence in rankings between per capita expenditures and an asset index. First is the extent to which per capita expenditures can be explained by observed household and community characteristics. In settings with small transitory shocks to expenditure, or with little measurement error in expenditure, the rankings yielded by the alternative approaches are most similar. Second is the extent to which expenditures are dominated by individually consumed goods such as food. Asset indices are typically derived from indicators of goods which are effectively public at the household level, while expenditures are often dominated by food, an almost exclusively private good. In settings where private goods such as food are the main component of expenditures, asset indices and per capita consumption yield the least similar results, although adjusting for economies of scale in household expenditures reconciles the results somewhat.

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Paper provided by The World Bank in its series Policy Research Working Paper Series with number 4605.

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Date of creation: 01 Apr 2008
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Handle: RePEc:wbk:wbrwps:4605
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  1. David McKenzie, 2005. "Measuring inequality with asset indicators," Journal of Population Economics, Springer, vol. 18(2), pages 229-260, 06.
  2. Paxson, Christina & Schady, Norbert, 2005. "Cognitive development among young children in Ecuador : the roles of wealth, health and parenting," Policy Research Working Paper Series 3605, The World Bank.
  3. Sindelar, J. & Thomas, D., 1991. "Measurement of Child Health: Maternal Response Bias," Papers 633, Yale - Economic Growth Center.
  4. Strauss, J & Thomas, D, 1996. "Measurment and Mismeasurement of Social Indicators," Papers 96-15, RAND - Reprint Series.
  5. World Bank, 2000. "Papua New Guinea : Poverty and Access to Public Services," World Bank Other Operational Studies 14973, The World Bank.
  6. Dreze, Jean & Srinivasan, P. V., 1997. "Widowhood and poverty in rural India: Some inferences from household survey data," Journal of Development Economics, Elsevier, vol. 54(2), pages 217-234, December.
  7. Tarozzi, Alessandro & Mahajan, Aprajit, 2005. "Child Nutrition in India in the Nineties: A Story of Increased Gender Inequality?," Working Papers 05-06, Duke University, Department of Economics.
  8. Sahn, David E. & Stifel, David C., 2000. "Poverty Comparisons Over Time and Across Countries in Africa," World Development, Elsevier, vol. 28(12), pages 2123-2155, December.
  9. Darren Lubotsky & Martin Wittenberg, 2006. "Interpretation of Regressions with Multiple Proxies," The Review of Economics and Statistics, MIT Press, vol. 88(3), pages 549-562, August.
  10. Milton Friedman, 1957. "A Theory of the Consumption Function," NBER Books, National Bureau of Economic Research, Inc, number frie57-1, December.
  11. Adam Wagstaff & Naoko Watanabe, 2003. "What difference does the choice of SES make in health inequality measurement?," Health Economics, John Wiley & Sons, Ltd., vol. 12(10), pages 885-890.
  12. Dow, W.H., 1996. "Unconditional Demand for Health Care in Cote d'Ivoire. Does Selection on Health Status Matter?," Papers 124, World Bank - Living Standards Measurement.
  13. Harold Alderman & Miriam Babita & Gabriel Demombynes & Nthabiseng Makhatha & Berk �zler, 2002. "How Low Can You Go? Combining Census and Survey Data for Mapping Poverty in South Africa," Journal of African Economies, Centre for the Study of African Economies (CSAE), vol. 11(2), pages 169-200, June.
  14. Alessandro Tarozzi & Aprajit Mahajan, 2007. "Child Nutrition in India in the Nineties," Economic Development and Cultural Change, University of Chicago Press, vol. 55, pages 441-486.
  15. Behrman, Jere R & Knowles, James C, 1999. "Household Income and Child Schooling in Vietnam," World Bank Economic Review, World Bank Group, vol. 13(2), pages 211-56, May.
  16. Mark Montgomery & Paul Hewett, 2005. "Urban poverty and health in developing countries: Household and neighborhood Effects," Demography, Springer, vol. 42(3), pages 397-425, August.
  17. David Coady & Margaret Grosh & John Hoddinott, 2004. "Targeting of Transfers in Developing Countries : Review of Lessons and Experience," World Bank Publications, The World Bank, number 14902.
  18. David Evans & Edward Miguel, 2007. "Orphans and schooling in africa: a longitudinal analysis," Demography, Springer, vol. 44(1), pages 35-57, February.
  19. Bicego, George & Rutstein, Shea & Johnson, Kiersten, 2003. "Dimensions of the emerging orphan crisis in sub-Saharan Africa," Social Science & Medicine, Elsevier, vol. 56(6), pages 1235-1247, March.
  20. David E. Sahn & David Stifel, 2003. "Exploring Alternative Measures of Welfare in the Absence of Expenditure Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 49(4), pages 463-489, December.
  21. Stifel, David & Christiaensen, Luc, 2006. "Tracking poverty over time in the absence of comparable consumption data," Policy Research Working Paper Series 3810, The World Bank.
  22. Vijayendra Rao & Ana Maria Ibanez, 2005. "The Social Impact of Social Funds in Jamaica: A 'Participatory Econometric' Analysis of Targeting, Collective Action, and Participation in Community-Driven Development," Journal of Development Studies, Taylor & Francis Journals, vol. 41(5), pages 788-838.
  23. Angus Deaton & Salman Zaidi, 1999. "Guidelines for Constructing Consumption Aggregates For Welfare Analysis," Working Papers 217, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
  24. Morris, Saul Sutkover & Calogero, Carletto & Hoddinott, John & Christiaensen, Luc J. M., 1999. "Validity of rapid estimates of household wealth and income for health surveys in rural Africa," FCND discussion papers 72, International Food Policy Research Institute (IFPRI).
  25. Lanjouw, Peter & Ravallion, Martin & DEC, 1994. "Poverty and household size," Policy Research Working Paper Series 1332, The World Bank.
  27. Fay, Marianne & Leipziger, Danny & Wodon, Quentin & Yepes, Tito, 2005. "Achieving child-health-related Millennium Development Goals: The role of infrastructure," World Development, Elsevier, vol. 33(8), pages 1267-1284, August.
  28. Mark Montgomery & Michele Gragnolati & Kathleen Burke & Edmundo Paredes, 2000. "Measuring living standards with proxy variables," Demography, Springer, vol. 37(2), pages 155-174, May.
  29. Benefo, Kofi & Schultz, T Paul, 1996. "Fertility and Child Mortality in Cote d'Ivoire and Ghana," World Bank Economic Review, World Bank Group, vol. 10(1), pages 123-58, January.
  30. Elbers, Chris & Lanjouw, Jean O. & Lanjouw, Peter, 2002. "Micro-level estimation of welfare," Policy Research Working Paper Series 2911, The World Bank.
  31. Deon Filmer & Lant Pritchett, 1999. "The Effect of Household Wealth on Educational Attainment: Evidence from 35 Countries," Population and Development Review, The Population Council, Inc., vol. 25(1), pages 85-120.
  32. Deon Filmer, 2008. "Disability, Poverty, and Schooling in Developing Countries: Results from 14 Household Surveys," World Bank Economic Review, World Bank Group, vol. 22(1), pages 141-163, January.
  33. Filmer, Deon & Pritchett, Lant, 1998. "Estimating wealth effects without expenditure data - or tears : with an application to educational enrollments in states of India," Policy Research Working Paper Series 1994, The World Bank.
  34. Anne Case & Christina Paxson & Joseph Ableidinger, 2002. "Orphans in Africa," NBER Working Papers 9213, National Bureau of Economic Research, Inc.
  35. Deaton, A. & Paxson, C., 1997. "Economies of Scale, Household Size, and the Demand for Food," Papers 178, Princeton, Woodrow Wilson School - Development Studies.
  36. Butler, J S, et al, 1987. "Measurement Error in Self-reported Health Variables," The Review of Economics and Statistics, MIT Press, vol. 69(4), pages 644-50, November.
  37. Menno Pradhan & Martin Ravallion, 2000. "Measuring Poverty Using Qualitative Perceptions Of Consumption Adequacy," The Review of Economics and Statistics, MIT Press, vol. 82(3), pages 462-471, August.
  38. Ghuman, Sharon & Behrman, Jere R & Borja, Judith B & Gultiano, Socorro & King, Elizabeth M, 2005. "Family Background, Service Providers, and Early Childhood Development in the Philippines: Proxies and Interactions," Economic Development and Cultural Change, University of Chicago Press, vol. 54(1), pages 129-64, October.
  39. Magnus Lindelow, 2006. "Sometimes more equal than others: how health inequalities depend on the choice of welfare indicator," Health Economics, John Wiley & Sons, Ltd., vol. 15(3), pages 263-279.
  40. Filmer, Deon, 2005. "Disability, poverty, and schooling in developing countries : results from 11 household surveys," Policy Research Working Paper Series 3794, The World Bank.
  41. Jean O. Lanjouw & Peter Lanjouw & Branko Milanovic & Stefano Paternostro, 2004. "Relative price shifts, economies of scale and poverty during economic transition," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 12(3), pages 509-536, 09.
  42. Filmer, Deon, 2002. "Fever and its treatment among the more and less poor in Sub-Saharan Africa," Policy Research Working Paper Series 2798, The World Bank.
  43. Milton Friedman, 1957. "Introduction to "A Theory of the Consumption Function"," NBER Chapters, in: A Theory of the Consumption Function, pages 1-6 National Bureau of Economic Research, Inc.
  44. Chris Elbers & Jean O. Lanjouw & Peter Lanjouw, 2003. "Micro--Level Estimation of Poverty and Inequality," Econometrica, Econometric Society, vol. 71(1), pages 355-364, January.
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