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The pace of poverty reduction - A fractional response approach

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  • Bluhm, Richard

    ()
    (UNU-MERIT / MGSoG)

  • de Crombrugghe, Denis

    ()
    (Maastricht University)

  • Szirmai, Adam

    ()
    (UNU-MERIT / MGSoG)

Abstract

The pace of poverty reduction through growth vs. redistribution is at the heart of current debates on equitable development. In this paper, we argue that empirical poverty decompositions should build in the inherent boundedness of the poverty headcount ratio directly. As a solution, we propose a fractional response approach to estimating poverty decompositions, and present extensions dealing with unobserved heterogeneity, measurement error and unbalancedness. Using a large new data set, we estimate income and inequality (semi-)elasticities of poverty for the 2$ a day and 1.25$ a day poverty lines. The models fit the data remarkably well over the entire data range. We highlight the relevance of focusing on semi-elasticities for policy purposes and, building on the improved accuracy of the fractional response results, we present poverty projections from 2010 through 2030. Finally, we discuss some implications of these results for the post-2015 development agenda.

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Bibliographic Info

Paper provided by United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT) in its series MERIT Working Papers with number 051.

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Date of creation: 2013
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Handle: RePEc:unm:unumer:2013051

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Keywords: poverty; inequality; fractional response models; income growth;

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  1. Jeffrey D. Sachs & Andrew Warner, 1995. "Economic Reform and the Process of Global Integration," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 26(1, 25th A), pages 1-118.
  2. Timothy Besley & Robin Burgess, 2003. "Halving Global Poverty," Journal of Economic Perspectives, American Economic Association, vol. 17(3), pages 3-22, Summer.
  3. Chen, Shaohua & Ravallion, Martin, 2008. "The developing world is poorer than we thought, but no less successful in the fight against poverty," Policy Research Working Paper Series 4703, The World Bank.
  4. Richard W. Blundell & James L. Powell, 2004. "Endogeneity in Semiparametric Binary Response Models," Review of Economic Studies, Oxford University Press, vol. 71(3), pages 655-679.
  5. Erich Battistin & Richard Blundell & Arthur Lewbel, 2007. "Why is Consumption More Log Normal Than Income? Gibrat's Law Revisited," Boston College Working Papers in Economics 671, Boston College Department of Economics.
  6. Rati Ram, 2013. "Income elasticity of poverty in developing countries: updated estimates from new data," Applied Economics Letters, Taylor & Francis Journals, vol. 20(6), pages 554-558, April.
  7. Rivers, Douglas & Vuong, Quang H., 1988. "Limited information estimators and exogeneity tests for simultaneous probit models," Journal of Econometrics, Elsevier, Elsevier, vol. 39(3), pages 347-366, November.
  8. Leslie E. Papke & Jeffrey M. Wooldridge, 1993. "Econometric Methods for Fractional Response Variables with an Application to 401(k) Plan Participation Rates," NBER Technical Working Papers 0147, National Bureau of Economic Research, Inc.
  9. Ravallion, Martin, 2001. "Growth, Inequality and Poverty: Looking Beyond Averages," World Development, Elsevier, vol. 29(11), pages 1803-1815, November.
  10. Angus Deaton & Alan Heston, 2008. "Understanding PPPs and PPP-based national accounts," NBER Working Papers 14499, National Bureau of Economic Research, Inc.
  11. Easterly, William, 2007. "Inequality does cause underdevelopment: Insights from a new instrument," Journal of Development Economics, Elsevier, vol. 84(2), pages 755-776, November.
  12. Kakwani, Nanak, 1993. "Poverty and Economic Growth with Application to Cote d'Ivoire," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 39(2), pages 121-39, June.
  13. Joseph G. Altonji & Rosa L. Matzkin, 2005. "Cross Section and Panel Data Estimators for Nonseparable Models with Endogenous Regressors," Econometrica, Econometric Society, Econometric Society, vol. 73(4), pages 1053-1102, 07.
  14. Esmeralda A. Ramalho & Joaquim J.S. Ramalho & José M.R. Murteira, 2011. "Alternative Estimating And Testing Empirical Strategies For Fractional Regression Models," Journal of Economic Surveys, Wiley Blackwell, vol. 25(1), pages 19-68, 02.
  15. Datt, Gaurav & Ravallion, Martin, 1992. "Growth and redistribution components of changes in poverty measures : A decomposition with applications to Brazil and India in the 1980s," Journal of Development Economics, Elsevier, vol. 38(2), pages 275-295, April.
  16. Misselhorn, Mark & Klasen, Stephan, 2006. "Determinants of the Growth Semi-Elasticity of Poverty Reduction," Proceedings of the German Development Economics Conference, Berlin 2006, Verein für Socialpolitik, Research Committee Development Economics 15, Verein für Socialpolitik, Research Committee Development Economics.
  17. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
  18. Dollar, David & Kraay, Aart, 2002. " Growth Is Good for the Poor," Journal of Economic Growth, Springer, Springer, vol. 7(3), pages 195-225, September.
  19. Ravallion, M. & Datt, G., 1991. "Growth and Redistribution Components of Changes in Poverty Measures," Papers, World Bank - Living Standards Measurement 83, World Bank - Living Standards Measurement.
  20. Daron Acemoglu & Simon Johnson, 2003. "Unbundling Institutions," NBER Working Papers 9934, National Bureau of Economic Research, Inc.
  21. Loudermilk, Margaret S., 2007. "Estimation of Fractional Dependent Variables in Dynamic Panel Data Models With an Application to Firm Dividend Policy," Journal of Business & Economic Statistics, American Statistical Association, American Statistical Association, vol. 25, pages 462-472, October.
  22. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, Econometric Society, vol. 46(1), pages 69-85, January.
  23. David Dollar & Aart Kraay, 2004. "Trade, Growth, and Poverty," Economic Journal, Royal Economic Society, Royal Economic Society, vol. 114(493), pages F22-F49, 02.
  24. Papke, Leslie E. & Wooldridge, Jeffrey M., 2008. "Panel data methods for fractional response variables with an application to test pass rates," Journal of Econometrics, Elsevier, Elsevier, vol. 145(1-2), pages 121-133, July.
  25. Florent Bresson, 2009. "On The Estimation Of Growth And Inequality Elasticities Of Poverty With Grouped Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(2), pages 266-302, 06.
  26. Adams, Richard Jr., 2004. "Economic Growth, Inequality and Poverty: Estimating the Growth Elasticity of Poverty," World Development, Elsevier, vol. 32(12), pages 1989-2014, December.
  27. 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.
  28. Kalwij, Adriaan & Verschoor, Arjan, 2007. "Not by growth alone: The role of the distribution of income in regional diversity in poverty reduction," European Economic Review, Elsevier, vol. 51(4), pages 805-829, May.
  29. Dustin Chambers & Shatakshee Dhongde, 2011. "A Non‐Parametric Measure Of Poverty Elasticity," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57(4), pages 683-703, December.
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Cited by:
  1. Szirmai, Adam, 2013. "Institutions and economic growth: Summary and synthesis," MERIT Working Papers 070, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  2. Szirmai, Adam & Gebreeyesus, Mulu & Guadagno, Francesca & Verspagen, Bart, 2013. "Promoting productive employment in Sub-Saharan Africa: A review of the literature," MERIT Working Papers 062, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).

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