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The Foster–Greer–Thorbecke Poverty Measures Reveal More

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  • Tomson Ogwang

    (Brock University)

Abstract

In this paper we propose new multiplicative decompositions of the Foster–Greer–Thorbecke (FGT) family of poverty measures with poverty aversion parameters 3 and 4. Our decomposition results reveal that skewness (i.e., the location of the bulk of the poor in relation to the poverty line) is introduced when the poverty aversion is 3, to augment poverty incidence, poverty intensity, and inequality among the poor. When the poverty aversion parameter is 4, both skewness and kurtosis (i.e., extremities in the distribution of the incomes of the poor) are introduced. The empirical benefits of introducing skewness and kurtosis are stated and illustrated using real data derived from the 2016 Canadian census. We also propose simpler alternative multiplicative decompositions of the FGT poverty measures for which the variance of the normalized incomes of the poor, which has a fixed upper bound of 1/4, is used as the inequality measure. The fixed upper bound of the variance inequality measure is then exploited to derive the bounds of the FGT measure with a poverty aversion parameter of 2, the empirical usefulness of which is also articulated in the paper.

Suggested Citation

  • Tomson Ogwang, 2022. "The Foster–Greer–Thorbecke Poverty Measures Reveal More," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 164(3), pages 1481-1503, December.
  • Handle: RePEc:spr:soinre:v:164:y:2022:i:3:d:10.1007_s11205-022-03001-9
    DOI: 10.1007/s11205-022-03001-9
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    1. Oihana Aristondo & Casilda Lasso De La Vega & Ana Urrutia, 2010. "A New Multiplicative Decomposition For The Foster–Greer–Thorbecke Poverty Indices," Bulletin of Economic Research, Wiley Blackwell, vol. 62(3), pages 259-267, July.
    2. Dollar, David & Kraay, Aart, 2002. "Growth Is Good for the Poor," Journal of Economic Growth, Springer, vol. 7(3), pages 195-225, September.
    3. Bertil Tungodden, 2005. "Poverty measurement: the critical comparison value," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 25(1), pages 75-84, October.
    4. Peter H. Westfall, 2014. "Kurtosis as Peakedness, 1905-2014. R.I.P," The American Statistician, Taylor & Francis Journals, vol. 68(3), pages 191-195, April.
    5. repec:ebl:ecbull:v:4:y:2007:i:36:p:1-6 is not listed on IDEAS
    6. McDonald, James B. & Ransom, Michael R., 1981. "An analysis of the bounds for the Gini coefficient," Journal of Econometrics, Elsevier, vol. 17(2), pages 177-188, November.
    7. Kenneth R. Simler & Channing Arndt, 2007. "Poverty Comparisons With Absolute Poverty Lines Estimated From Survey Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 53(2), pages 275-294, June.
    8. Alkire, Sabina & Foster, James, 2011. "Counting and multidimensional poverty measurement," Journal of Public Economics, Elsevier, vol. 95(7-8), pages 476-487, August.
    9. Foster, James & Greer, Joel & Thorbecke, Erik, 1984. "A Class of Decomposable Poverty Measures," Econometrica, Econometric Society, vol. 52(3), pages 761-766, May.
    10. Reed, William J., 2001. "The Pareto, Zipf and other power laws," Economics Letters, Elsevier, vol. 74(1), pages 15-19, December.
    11. Udo Ebert & Patrick Moyes, 2002. "A Simple Axiomatization of the Foster, Greer and Thorbecke Poverty Orderings," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 4(4), pages 455-473, October.
    12. Lars Osberg & Kuan Xu, 2008. "How Should We Measure Poverty in a Changing World? Methodological Issues and Chinese Case Study," Review of Development Economics, Wiley Blackwell, vol. 12(2), pages 419-441, May.
    13. Sabina Alkire & James Foster, 2011. "Understandings and misunderstandings of multidimensional poverty measurement," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 9(2), pages 289-314, June.
    14. Ravallion, Martin, 2001. "Growth, Inequality and Poverty: Looking Beyond Averages," World Development, Elsevier, vol. 29(11), pages 1803-1815, November.
    15. James Foster & Joel Greer & Erik Thorbecke, 2010. "The Foster–Greer–Thorbecke (FGT) poverty measures: 25 years later," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 8(4), pages 491-524, December.
    16. Hagenaars, Aldi J M, 1987. "A Class of Poverty Indices," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 28(3), pages 583-607, October.
    17. Tomson Ogwang, 2022. "The regression approach to the measurement and decomposition of the multidimensional Watts poverty index," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 20(4), pages 951-973, December.
    18. Sen, Amartya K, 1976. "Poverty: An Ordinal Approach to Measurement," Econometrica, Econometric Society, vol. 44(2), pages 219-231, March.
    19. James B. Mcdonald & Jeff Sorensen & Patrick A. Turley, 2013. "Skewness And Kurtosis Properties Of Income Distribution Models," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 59(2), pages 360-374, June.
    20. François Bourguignon & Satya R. Chakravarty, 2019. "The Measurement of Multidimensional Poverty," Themes in Economics, in: Satya R. Chakravarty (ed.), Poverty, Social Exclusion and Stochastic Dominance, pages 83-107, Springer.
    21. Jacques SILBER & Meital Hanoka & Joseph Deutsch, 2007. "On the Link Between the Concepts of Kurtosis and Bipolarization," Economics Bulletin, AccessEcon, vol. 4(36), pages 1-6.
    22. Kakwani, Nanak, 1993. "Statistical Inference in the Measurement of Poverty," The Review of Economics and Statistics, MIT Press, vol. 75(4), pages 632-639, November.
    23. Shelley A. Phipps, 1993. "Measuring Poverty among Canadian Households: Sensitivity to Choice of Measure and Scale," Journal of Human Resources, University of Wisconsin Press, vol. 28(1), pages 162-184.
    24. Pinar, Mehmet & Stengos, Thanasis & Topaloglou, Nikolas, 2020. "On the construction of a feasible range of multidimensional poverty under benchmark weight uncertainty," European Journal of Operational Research, Elsevier, vol. 281(2), pages 415-427.
    25. 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.
    26. Gastwirth, Joseph L, 1972. "The Estimation of the Lorenz Curve and Gini Index," The Review of Economics and Statistics, MIT Press, vol. 54(3), pages 306-316, August.
    27. Chakrabarti,Bikas K. & Chakraborti,Anirban & Chakravarty,Satya R. & Chatterjee,Arnab, 2013. "Econophysics of Income and Wealth Distributions," Cambridge Books, Cambridge University Press, number 9781107013445.
    28. 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.
    29. Erik Thorbecke, 2013. "The Interrelationship Linking Growth, Inequality and Poverty in Sub-Saharan Africa," Journal of African Economies, Centre for the Study of African Economies, vol. 22(suppl_1), pages -48, January.
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    More about this item

    Keywords

    Foster–Greer–Thorbecke poverty measures; Augmented three i’s of poverty; Multiplicative decomposition; Additive decomposition; Skewness; Kurtosis;
    All these keywords.

    JEL classification:

    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty
    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement

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