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Clarifying Poverty Decomposition

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Author Info
Muller, Adrian () (Department of Economics, School of Business, Economics and Law, Göteborg University)

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Abstract

I discuss how poverty decomposition methods relate to integral approximation, which is the foundation of decomposition of the temporal change of a quantity into key drivers. This offers a common framework for the different decomposition methods used in the literature, clarifies their often somewhat unclear theoretical underpinning and identifies the methods' shortcomings. In light of integral approximation, many methods actually lack a sound theoretical basis and they usually have an ad-hoc character in assigning the residual terms to the different key effects. I illustrate these claims for the Shapley-value decomposition and methods related to the Datt-Ravallion approach and point out difficulties in axiomatic approaches to poverty decomposition. Recent developments in energy and pollutant decomposition offer some promising methods, but ultimately, further development of poverty decomposition should account for the basis in integral approximation.

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File URL: http://hdl.handle.net/2077/2698
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Publisher Info
Paper provided by Göteborg University, Department of Economics in its series Working Papers in Economics with number 217.

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Length: 18 pages
Date of creation: 31 Aug 2006
Date of revision: 17 Nov 2008
Handle: RePEc:hhs:gunwpe:0217

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Postal: Department of Economics, School of Business, Economics and Law, Göteborg University Box 640, SE 405 30 GÖTEBORG, Sweden
Phone: 031-773 10 00
Web page: http://www.handels.gu.se/econ/
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Related research
Keywords: poverty analysis; poverty measures; decomposition; Shapley-value; inequality;

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Find related papers by JEL classification:
C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
I32 - Health, Education, and Welfare - - Welfare and Poverty - - - Measurement and Analysis of Poverty

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References listed on IDEAS
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  1. Ang, B. W., 2004. "Decomposition analysis for policymaking in energy:: which is the preferred method?," Energy Policy, Elsevier, vol. 32(9), pages 1131-1139, June. [Downloadable!] (restricted)
  2. Muller, Adrian, 2006. "Putting decomposition of energy use and pollution on a firm footing - clarifications on the residual, zero and negative values and strategies to assess the performance of decomposition methods," Working Papers in Economics 213, Göteborg University, Department of Economics, revised 10 Aug 2007. [Downloadable!]
    Other versions:
  3. Paul, Satya, 2004. "Income sources effects on inequality," Journal of Development Economics, Elsevier, vol. 73(1), pages 435-451, February. [Downloadable!] (restricted)
  4. Ang, B. W. & Liu, F. L. & Chew, E. P., 2003. "Perfect decomposition techniques in energy and environmental analysis," Energy Policy, Elsevier, vol. 31(14), pages 1561-1566, November. [Downloadable!] (restricted)
  5. Carlo V. Fiorio, 2006. "Understanding Inequality Trends:Microsimulation Decomposition for Italy," STICERD - Distributional Analysis Research Programme Papers 78, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE. [Downloadable!]
  6. Vani K. Borooah, 2005. "Caste, Inequality, and Poverty in India," Review of Development Economics, Blackwell Publishing, vol. 9(3), pages 399-414, 08. [Downloadable!] (restricted)
  7. Sun, J. W., 1998. "Changes in energy consumption and energy intensity: A complete decomposition model," Energy Economics, Elsevier, vol. 20(1), pages 85-100, February. [Downloadable!] (restricted)
  8. Guanghua Wan & Zhangyue Zhou, 2005. "Income Inequality in Rural China: Regression-based Decomposition Using Household Data," Review of Development Economics, Blackwell Publishing, vol. 9(1), pages 107-120, 02. [Downloadable!] (restricted)
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  9. Trivedi, P K, 1981. "Some Discrete Approximations to Divisia Integral Indices," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 22(1), pages 71-77, February. [Downloadable!] (restricted)
  10. Foster, James & Greer, Joel & Thorbecke, Erik, 1984. "A Class of Decomposable Poverty Measures," Econometrica, Econometric Society, vol. 52(3), pages 761-66, May. [Downloadable!] (restricted)
  11. Stanislav Kolenikov & Anthony Shorrocks, 2005. "A Decomposition Analysis of Regional Poverty in Russia," Review of Development Economics, Blackwell Publishing, vol. 9(1), pages 25-46, 02. [Downloadable!] (restricted)
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  12. Kai-yuen Tsui, 1996. "Growth-equity decomposition of a change in poverty: An axiomatic approach," Economics Letters, Elsevier, vol. 50(3), pages 417-423, March. [Downloadable!] (restricted)
  13. Annegrete Bruvoll og Bodil Merethe Larsen, 2002. "Greenhouse gas emissions in Norway Do carbon taxes work?," Discussion Papers 337, Research Department of Statistics Norway. [Downloadable!]
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  14. Thorbecke, Erik & Jung, Hong-Sang, 1996. "A multiplier decomposition method to analyze poverty alleviation," Journal of Development Economics, Elsevier, vol. 48(2), pages 279-300, March. [Downloadable!] (restricted)
  15. 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. [Downloadable!] (restricted)
  16. Dercon, Stefan, 2006. "Economic reform, growth and the poor: Evidence from rural Ethiopia," Journal of Development Economics, Elsevier, vol. 81(1), pages 1-24, October. [Downloadable!] (restricted)
  17. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-42, June. [Downloadable!] (restricted)
  18. Shorrocks, A F, 1982. "Inequality Decomposition by Factor Components," Econometrica, Econometric Society, vol. 50(1), pages 193-211, January. [Downloadable!] (restricted)
Full references

Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Gutierrez, Catalina & Orecchia, Carlo & Paci, Pierella & Serneels, Pieter, 2007. "Does employment generation really matter for poverty reduction ?," Policy Research Working Paper Series 4432, The World Bank. [Downloadable!]
  2. Florent Bresson, 2008. "The estimation of the growth and redistribution components of changes in poverty: a reassessment," Economics Bulletin, Economics Bulletin, vol. 9(14), pages 1-7. [Downloadable!]
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