IDEAS home Printed from https://ideas.repec.org/p/wbk/wbrwps/4605.html
   My bibliography  Save this paper

Assessing asset indices

Author

Listed:
  • Filmer, Deon
  • Scott, Kinnon

Abstract

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.

Suggested Citation

  • Filmer, Deon & Scott, Kinnon, 2008. "Assessing asset indices," Policy Research Working Paper Series 4605, The World Bank.
  • Handle: RePEc:wbk:wbrwps:4605
    as

    Download full text from publisher

    File URL: http://www-wds.worldbank.org/external/default/WDSContentServer/WDSP/IB/2008/04/21/000158349_20080421130829/Rendered/PDF/WPS4605.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. David Coady & Margaret Grosh & John Hoddinott, 2004. "Targeting of Transfers in Developing Countries : Review of Lessons and Experience," World Bank Publications - Books, The World Bank Group, number 14902, December.
    2. Mark Montgomery & Paul Hewett, 2005. "Urban poverty and health in developing countries: Household and neighborhood Effects," Demography, Springer;Population Association of America (PAA), vol. 42(3), pages 397-425, August.
    3. Harold Alderman & Miriam Babita & Gabriel Demombynes & Nthabiseng Makhatha & Berk Özler, 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, vol. 11(2), pages 169-200, June.
    4. David Evans & Edward Miguel, 2007. "Orphans and schooling in africa: a longitudinal analysis," Demography, Springer;Population Association of America (PAA), vol. 44(1), pages 35-57, February.
    5. Alessandro Tarozzi & Aprajit Mahajan, 2005. "Child Nutrition in India in the Nineties: A Story of Increased Gender Inequality?," Discussion Papers 04-029, Stanford Institute for Economic Policy Research.
    6. 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.
    7. repec:pri:cheawb:case_paxson_orphansafrica is not listed on IDEAS
    8. 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 129-164, October.
    9. Deaton, A. & Zaidi, S., 1999. "Guidelines for Constructing Consumption Aggregates for Welfare Analysis," Papers 192, Princeton, Woodrow Wilson School - Development Studies.
    10. Narayan Sastry, 2004. "Trends in socioeconomic inequalities in mortality in developing countries: The case of child Survival in São Paulo, Brazil," Demography, Springer;Population Association of America (PAA), vol. 41(3), pages 443-464, August.
    11. Anne Case & Christina Paxson & Joseph Ableidinger, 2002. "Orphans in Africa," NBER Working Papers 9213, National Bureau of Economic Research, Inc.
    12. Angus Deaton & Salman Zaidi, 2002. "Guidelines for Constructing Consumption Aggregates for Welfare Analysis," World Bank Publications, The World Bank, number 14101, April.
    13. Margaret Grosh & Paul Glewwe, 2000. "Designing Household Survey Questionnaires for Developing Countries," World Bank Publications - Books, The World Bank Group, number 25338, December.
    14. Christina Paxson & Norbert Schady, 2007. "Cognitive Development among Young Children in Ecuador: The Roles of Wealth, Health, and Parenting," Journal of Human Resources, University of Wisconsin Press, vol. 42(1).
    15. Elbers, Chris & Lanjouw, Jean O. & Lanjouw, Peter, 2002. "Micro-level estimation of welfare," Policy Research Working Paper Series 2911, The World Bank.
    16. Tarozzi, Alessandro & Mahajan, Aprajit, 2007. "Child Nutrition in India in the Nineties," Economic Development and Cultural Change, University of Chicago Press, vol. 55(3), pages 441-486, April.
    17. Deon Filmer, 2008. "Disability, Poverty, and Schooling in Developing Countries: Results from 14 Household Surveys," The World Bank Economic Review, World Bank, vol. 22(1), pages 141-163, January.
    18. repec:pri:rpdevs:case_paxson_orphansafrica is not listed on IDEAS
    19. 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.
    20. Sindelar, J. & Thomas, D., 1991. "Measurement of Child Health: Maternal Response Bias," Papers 633, Yale - Economic Growth Center.
    21. Angus Deaton & Christina Paxson, 1998. "Economies of Scale, Household Size, and the Demand for Food," Journal of Political Economy, University of Chicago Press, vol. 106(5), pages 897-930, October.
    22. Milton Friedman, 1957. "A Theory of the Consumption Function," NBER Books, National Bureau of Economic Research, Inc, number frie57-1, March.
    23. 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, March.
    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. Strauss, John & Thomas, Duncan, 1996. "Measurement and Mismeasurement of Social Indicators," American Economic Review, American Economic Association, vol. 86(2), pages 30-34, May.
    26. repec:pri:cheawb:paxson_schady_childrenecuador.pdf is not listed on IDEAS
    27. David McKenzie, 2005. "Measuring inequality with asset indicators," Journal of Population Economics, Springer;European Society for Population Economics, vol. 18(2), pages 229-260, June.
    28. 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, March.
    29. 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, September.
    30. repec:pri:cheawb:case_paxson_orphansafrica.pdf is not listed on IDEAS
    31. Filmer, Deon, 2005. "Disability, poverty, and schooling in developing countries : results from 11 household surveys," Policy Research Working Paper Series 3794, The World Bank.
    32. 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.
    33. 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 644-650, November.
    34. Filmer,Deon P., 2002. "Fever and its treatment among the more and less poor in Sub-Saharan Africa," Policy Research Working Paper Series 2798, The World Bank.
    35. 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.
    36. Anne Case & Christina Paxson & Joseph Ableidinger, 2004. "Orphans in Africa: parental death, poverty, and school enrollment," Demography, Springer;Population Association of America (PAA), vol. 41(3), pages 483-508, August.
    37. World Bank, 2011. "World Development Report 2011 [Rapport sur le développement dans le monde 2011 : Conflits, sécurité et développement - Abrégé]," World Bank Publications - Books, The World Bank Group, number 4389, December.
    38. 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.
    39. 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.
    40. 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.
    41. Deon Filmer & Lant Pritchett, 2001. "Estimating Wealth Effects Without Expenditure Data—Or Tears: An Application To Educational Enrollments In States Of India," Demography, Springer;Population Association of America (PAA), vol. 38(1), pages 115-132, February.
    42. Lanjouw, Peter & Ravallion, Martin, 1995. "Poverty and Household Size," Economic Journal, Royal Economic Society, vol. 105(433), pages 1415-1434, November.
    43. David Stifel & Luc Christiaensen, 2007. "Tracking Poverty Over Time in the Absence of Comparable Consumption Data," The World Bank Economic Review, World Bank, vol. 21(2), pages 317-341, June.
    44. repec:pri:rpdevs:case_paxson_orphansafrica.pdf is not listed on IDEAS
    45. 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.
    46. repec:pri:cheawb:paxson_schady_childrenecuador is not listed on IDEAS
    47. 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.
    48. 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.
    49. 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.
    50. Benefo, Kofi & Schultz, T Paul, 1996. "Fertility and Child Mortality in Cote d'Ivoire and Ghana," The World Bank Economic Review, World Bank, vol. 10(1), pages 123-158, January.
    51. World Bank, 2000. "Papua New Guinea : Poverty and Access to Public Services," World Bank Publications - Reports 14973, The World Bank Group.
    52. 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.
    53. Norbert Schady & Maria Caridad Araujo, 2008. "Cash Transfers, Conditions, and School enrollment in Ecuador," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 43-77, January.
    54. 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, October.
    55. Behrman, Jere R & Knowles, James C, 1999. "Household Income and Child Schooling in Vietnam," The World Bank Economic Review, World Bank, vol. 13(2), pages 211-256, May.
    56. Mark Montgomery & Michele Gragnolati & Kathleen Burke & Edmundo Paredes, 2000. "Measuring living standards with proxy variables," Demography, Springer;Population Association of America (PAA), vol. 37(2), pages 155-174, May.
    57. World Bank, 2012. "World Development Report 2012 [Rapport sur le développement dans le monde 2012]," World Bank Publications - Books, The World Bank Group, number 4391, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Patrick Ward, 2014. "Measuring the Level and Inequality of Wealth: An Application to China," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(4), pages 613-635, December.
    2. Lovaton Davila, Rodrigo & McCarthy, Aine Seitz & Gondwe, Dorothy & Kirdruang, Phatta & Sharma, Uttam, 2022. "Water, walls, and bicycles: wealth index composition using census microdata," Journal of Demographic Economics, Cambridge University Press, vol. 88(1), pages 79-120, March.
    3. Grimm, Michael & Harttgen, Kenneth & Klasen, Stephan & Misselhorn, Mark, 2008. "A Human Development Index by Income Groups," World Development, Elsevier, vol. 36(12), pages 2527-2546, December.
    4. Tanveer Ahmed Naveed & David Gordon & Sami Ullah & Mary Zhang, 2021. "The Construction of an Asset Index at Household Level and Measurement of Economic Disparities in Punjab (Pakistan) by using MICS-Micro Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 155(1), pages 73-95, May.
    5. Harttgen, Kenneth & Klasen, Stephan, 2012. "A Household-Based Human Development Index," World Development, Elsevier, vol. 40(5), pages 878-899.
    6. Permanyer, Iñaki, 2013. "Using Census Data to Explore the Spatial Distribution of Human Development," World Development, Elsevier, vol. 46(C), pages 1-13.
    7. Diana K. L. Ngo & Luc Christiaensen, 2019. "The Performance Of A Consumption Augmented Asset Index In Ranking Households And Identifying The Poor," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 65(4), pages 804-833, December.
    8. Wittenberg, Martin, 2011. "Estimating expenditure impacts without expenditure data using asset proxies," Economics Letters, Elsevier, vol. 110(2), pages 122-125, February.
    9. Harttgen, Kenneth & Vollmer, Sebastian, 2013. "Using an asset index to simulate household income," Economics Letters, Elsevier, vol. 121(2), pages 257-262.
    10. Bérenger, Valérie & Deutsch, Joseph & Silber, Jacques, 2013. "Durable goods, access to services and the derivation of an asset index: Comparing two methodologies and three countries," Economic Modelling, Elsevier, vol. 35(C), pages 881-891.
    11. Christina Paxson & Norbert Schady, 2007. "Cognitive Development among Young Children in Ecuador: The Roles of Wealth, Health, and Parenting," Journal of Human Resources, University of Wisconsin Press, vol. 42(1).
    12. Luisa Natali & Marta Moratti, 2012. "Measuring Household Welfare: Short versus long consumption modules," Papers inwopa671, Innocenti Working Papers.
    13. Gero Carletto & Alberto Zezza, 2006. "Being poor, feeling poorer: Combining objective and subjective measures of welfare in Albania," Journal of Development Studies, Taylor & Francis Journals, vol. 42(5), pages 739-760.
    14. 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, March.
    15. David Stifel & Luc Christiaensen, 2007. "Tracking Poverty Over Time in the Absence of Comparable Consumption Data," The World Bank Economic Review, World Bank, vol. 21(2), pages 317-341, June.
    16. Kenneth Harttgen & Stephan Klasen & Sebastian Vollmer, "undated". "Economic Growth and Child Undernutrition in Africa," UNDP Africa Policy Notes 2012-013, United Nations Development Programme, Regional Bureau for Africa.
    17. Deutsch, Joseph & Silber, Jacques & Wan, Guanghua & Zhao, Mengxue, 2020. "Asset indexes and the measurement of poverty, inequality and welfare in Southeast Asia," Journal of Asian Economics, Elsevier, vol. 70(C).
    18. Baris Ucar, 2015. "The Usability of Asset Index as an Indicator of Household Economic Status in Turkey: Comparison with Expenditure and Income Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 121(3), pages 745-760, April.
    19. Caitlin S. Brown & Martin Ravallion & Dominique van de Walle, 2017. "Are Poor Individuals Mainly Found in Poor Households? Evidence using Nutrition Data for Africa," NBER Working Papers 24047, National Bureau of Economic Research, Inc.
    20. Mark Montgomery & Monica Grant & Barbara Mensch & Rania Roushdy, 2005. "Children's Schooling in Developing-Country Slums: A Comparison of Egypt and India," Department of Economics Working Papers 05-07, Stony Brook University, Department of Economics.

    More about this item

    Keywords

    Access to Finance; Investment and Investment Climate; Population Policies; Debt Markets; Health Systems Development&Reform;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wbk:wbrwps:4605. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Roula I. Yazigi (email available below). General contact details of provider: https://edirc.repec.org/data/dvewbus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.