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Counterfactual decomposition of pro-poorness using influence functions

Author

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  • B. Essama-Nssah

    (The World Bank Group)

  • Peter J. Lambert

    (University of Oregon)

Abstract

Poverty reduction has emerged as a fundamental objective of development and hence a metric for assessing the aggregate performance of public policy. Declaring a policy outcome pro-poor on the basis of changes in an aggregate indicator may hide more than it reveals about the heterogeneity of impacts underlying the aggregate outcome. This paper demonstrates the use of influence functions to link poverty-focused evaluation functions to individual or household characteristics and perform counterfactual decompositions in order to identify and analyze the endowment and structural effects and their determining factors that ultimately drive pro-poor outcomes. An empirical illustration presents an analysis of the pro-poorness of the growth pattern in Bangladesh in 2000-2010. We find that socioeconomic arrangements in Bangladesh have become more progressive over time.

Suggested Citation

  • B. Essama-Nssah & Peter J. Lambert, 2013. "Counterfactual decomposition of pro-poorness using influence functions," Working Papers 309, ECINEQ, Society for the Study of Economic Inequality.
  • Handle: RePEc:inq:inqwps:ecineq2013-309
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    References listed on IDEAS

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    1. Atkinson, A B, 1987. "On the Measurement of Poverty," Econometrica, Econometric Society, vol. 55(4), pages 749-764, July.
    2. Essama-Nssah, B., 2012. "Identification of sources of variation in poverty outcomes," Policy Research Working Paper Series 5954, The World Bank.
    3. Jean-Yves Duclos, 2009. "What is “Pro-Poor”?," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 32(1), pages 37-58, January.
    4. Buhong Zheng, 2000. "Poverty Orderings," Journal of Economic Surveys, Wiley Blackwell, vol. 14(4), pages 427-466, September.
    5. B. Essama‐Nssah & Peter J. Lambert, 2009. "Measuring Pro‐Poorness: A Unifying Approach With New Results," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(3), pages 752-778, September.
    6. Pernia, Ernesto & Kakwani, Nanak, 2000. "What is Pro-poor Growth?," MPRA Paper 104987, University Library of Munich, Germany.
    7. Kraay, Aart, 2006. "When is growth pro-poor? Evidence from a panel of countries," Journal of Development Economics, Elsevier, vol. 80(1), pages 198-227, June.
    8. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    9. Zaman, Hassan & Narayan , Ambar & Kotikula, Aphichoke, 2012. "Are Bangladesh's Recent Gains in Poverty Reduction Different from the Past?," Bangladesh Development Studies, Bangladesh Institute of Development Studies (BIDS), vol. 35(1), pages 1-26, March.
    10. Yitzhaki, Shlomo, 1983. "On an Extension of the Gini Inequality Index," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 24(3), pages 617-628, October.
    11. Ravallion, Martin, 2001. "Growth, Inequality and Poverty: Looking Beyond Averages," World Development, Elsevier, vol. 29(11), pages 1803-1815, November.
    12. James E. Foster & Joel Greer & Erik Thorbecke, 2010. "The Foster-Greer-Thorbecke (FGT) Poverty Measures: Twenty-Five Years Later," Working Papers 2010-14, The George Washington University, Institute for International Economic Policy.
    13. repec:bla:jecsur:v:14:y:2000:i:4:p:427-66 is not listed on IDEAS
    14. Milgrom,Paul, 2004. "Putting Auction Theory to Work," Cambridge Books, Cambridge University Press, number 9780521536721, October.
    15. Siddiq Osmani, 2005. "Defining pro-poor growth," One Pager 9, International Policy Centre for Inclusive Growth.
    16. Jenkins, Stephen P & Lambert, Peter J, 1997. "Three 'I's of Poverty Curves, with an Analysis of UK Poverty Trends," Oxford Economic Papers, Oxford University Press, vol. 49(3), pages 317-327, July.
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