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Multidimensional Poverty Measures from an Information Theory Perspective

Author

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  • Maria Ana Lugo

    (University of Oxford)

  • Esfandiar Maasoumi

    (Southern Methodist University)

Abstract

This paper proposes to use an information theory approach to the design of multidimensional poverty indices. Traditional monetary approaches to poverty rely on the strong assumption that all relevant attributes of well-being are perfectly substitutable. Based on the idea of the essentiality of some attributes, scholars have recently suggested multidimensional poverty indices where the existence of a trade-off between attributes is relevant only for individuals who are below a poverty threshold in all of them (Bourguignon and Chakravarty 2003, Tsui 2002). The present paper proposes a method which encompasses both approaches and, moreover, it opens the door to an intermediate position which allows, to a certain extent, for substitution of attributes even in the case in which one or more (but not all) dimensions are above the set threshold. An application using individual well-being data from Indonesian households in 2000 is presented in order to compare the results under the different approaches.

Suggested Citation

  • Maria Ana Lugo & Esfandiar Maasoumi, 2008. "Multidimensional Poverty Measures from an Information Theory Perspective," Working Papers 85, ECINEQ, Society for the Study of Economic Inequality.
  • Handle: RePEc:inq:inqwps:ecineq2008-85
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    1. Slottje, Daniel J, 1991. "Measuring the Quality of Life across Countries," The Review of Economics and Statistics, MIT Press, vol. 73(4), pages 684-693, November.
    2. Cowell, Frank A. & Kuga, Kiyoshi, 1981. "Additivity and the entropy concept: An axiomatic approach to inequality measurement," Journal of Economic Theory, Elsevier, vol. 25(1), pages 131-143, August.
    3. Shorrocks, A F, 1980. "The Class of Additively Decomposable Inequality Measures," Econometrica, Econometric Society, vol. 48(3), pages 613-625, April.
    4. María Ana Lugo, 2007. "Comparing Multidimensional Indices of Inequality: methods and application," Research on Economic Inequality, in: Inequality and Poverty, pages 213-236, Emerald Group Publishing Limited.
    5. Jean-Yves Duclos & David E. Sahn & Stephen D. Younger, 2006. "Robust Multidimensional Poverty Comparisons," Economic Journal, Royal Economic Society, vol. 116(514), pages 943-968, October.
    6. Dagum, Camilo, 1997. "A New Approach to the Decomposition of the Gini Income Inequality Ratio," Empirical Economics, Springer, vol. 22(4), pages 515-531.
    7. Conchita D'Ambrosio & Joseph Deutsch & Jacques Silber, 2009. "Multidimensional approaches to poverty measurement: an empirical analysis of poverty in Belgium, France, Germany, Italy and Spain, based on the European panel," Applied Economics, Taylor & Francis Journals, vol. 43(8), pages 951-961.
    8. repec:ebl:ecbull:v:4:y:2003:i:3:p:1-5 is not listed on IDEAS
    9. Decancq, Koen & Decoster, André & Schokkaert, Erik, 2009. "The Evolution of World Inequality in Well-being," World Development, Elsevier, vol. 37(1), pages 11-25, January.
    10. Tsui Kai-Yuen, 1995. "Multidimensional Generalizations of the Relative and Absolute Inequality Indices: The Atkinson-Kolm-Sen Approach," Journal of Economic Theory, Elsevier, vol. 67(1), pages 251-265, October.
    11. Sen, Amartya K, 1976. "Poverty: An Ordinal Approach to Measurement," Econometrica, Econometric Society, vol. 44(2), pages 219-231, March.
    12. repec:ebl:ecbull:v:4:y:2003:i:7:p:1-6 is not listed on IDEAS
    13. Hirschberg, Joseph G. & Maasoumi, Esfandiar & Slottje, Daniel J., 1991. "Cluster analysis for measuring welfare and quality of life across countries," Journal of Econometrics, Elsevier, vol. 50(1-2), pages 131-150, October.
    14. Kai-yuen Tsui, 2002. "Multidimensional poverty indices," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 19(1), pages 69-93.
    15. 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.
    16. Sudhir Anand & Amartya Sen, 2000. "The Income Component of the Human Development Index," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 1(1), pages 83-106.
    17. Sudhir Anand and Amartya Sen, 2000. "The Income Component of Human Development Index," Human Development Occasional Papers (1992-2007) HDOCPA-2000-01, Human Development Report Office (HDRO), United Nations Development Programme (UNDP).
    18. Joseph Deutsch & Jacques Silber, 2005. "Measuring Multidimensional Poverty: An Empirical Comparison Of Various Approaches," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 51(1), pages 145-174, March.
    19. Atkinson, Anthony B., 1970. "On the measurement of inequality," Journal of Economic Theory, Elsevier, vol. 2(3), pages 244-263, September.
    20. Sen, Amartya, 1997. "On Economic Inequality," OUP Catalogue, Oxford University Press, number 9780198292975.
    21. A. Atkinson, 2003. "Multidimensional Deprivation: Contrasting Social Welfare and Counting Approaches," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 1(1), pages 51-65, April.
    22. Pyatt, Graham, 1976. "On the Interpretation and Disaggregation of Gini Coefficients," Economic Journal, Royal Economic Society, vol. 86(342), pages 243-255, June.
    23. repec:pru:wpaper:24 is not listed on IDEAS
    24. Stéphane Mussard & Michel Terraza & Françoise Seyte, 2003. "Decomposition of Gini and the generalized entropy inequality measures," Economics Bulletin, AccessEcon, vol. 4(7), pages 1-6.
    25. James E. Foster & Artyom A. Shneyerov, 1999. "A general class of additively decomposable inequality measures," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 14(1), pages 89-111.
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    Cited by:

    1. Gaël Giraud & Cécile Renouard & Hélène L'Huillier & Raphaële de La Martinière & Camille Sutter, 2012. "Relational Capability: A Multidimensional Approach," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00827690, HAL.
    2. Joachim Merz & Tim Rathjen, 2014. "Time And Income Poverty: An Interdependent Multidimensional Poverty Approach With German Time Use Diary Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(3), pages 450-479, September.
    3. Antonio Villar, 2022. "Welfare poverty and human development," Working Papers 22.04, Universidad Pablo de Olavide, Department of Economics.
    4. Merz, Joachim & Rathjen, Tim, 2011. "Intensity of Time and Income Interdependent Multidimensional Poverty: Well-Being and Minimum 2DGAP – German Evidence," IZA Discussion Papers 6022, Institute of Labor Economics (IZA).
    5. Joachim Merz & Henning Stolze, 2010. "Kumulation von Querschnitten - Evaluierung alternativer Konzepte für die kumulierten laufenden Wirtschaftsrechnungen 1999 bis 2003 im Vergleich zur Einkommens- und Verbrauchsstichprobe 2003," FFB-Discussionpaper 85, Research Institute on Professions (Forschungsinstitut Freie Berufe (FFB)), LEUPHANA University Lüneburg.
    6. Rosa Bernardini Papalia & Pinuccia Calia & Carlo Filippucci, 2015. "Information Theoretic Competitiveness Composite Indicator at Micro Level," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 123(2), pages 349-370, September.
    7. Merz, Joachim & Rathjen, Tim, 2016. "Entrepreneurs and Freelancers: Are They Time and Income Multidimensional Poor? The German Case," IZA Discussion Papers 9912, Institute of Labor Economics (IZA).
    8. Iris Burmester & Bettina Scherg, 2013. "Polarisierung von Arbeitseinkommen im internationalen Vergleich – Empirische Befunde," FFB-Discussionpaper 96, Research Institute on Professions (Forschungsinstitut Freie Berufe (FFB)), LEUPHANA University Lüneburg.
    9. Permanyer, Iñaki, 2014. "Assessing individuals' deprivation in a multidimensional framework," Journal of Development Economics, Elsevier, vol. 109(C), pages 1-16.
    10. Joachim Merz & Bettina Scherg, 2013. "Polarization of time and income – A multidimensional approach with well-being gap and minimum 2DGAP: German evidence," Working Papers 297, ECINEQ, Society for the Study of Economic Inequality.
    11. Bartels Charlotte & Stockhausen Maximilian, 2017. "Children’s Opportunities in Germany – An Application Using Multidimensional Measures," German Economic Review, De Gruyter, vol. 18(3), pages 327-376, August.
    12. Belhadj, Besma, 2011. "New fuzzy indices of poverty by distinguishing three levels of poverty," Research in Economics, Elsevier, vol. 65(3), pages 221-231, September.
    13. Joachim Merz & Tim Rathjen, 2011. "Zeit- und Einkommensarmut von Freien Berufen und Unternehmern," FFB-Discussionpaper 89, Research Institute on Professions (Forschungsinstitut Freie Berufe (FFB)), LEUPHANA University Lüneburg.
    14. Joachim Merz & Tim Rathjen, 2014. "Multidimensional time and income poverty: well-being gap and minimum 2DGAP poverty intensity – German evidence," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 12(4), pages 555-580, December.
    15. Ojo, Idowu Oladeji & Popoola, David Prince, 2020. "Poverty Level Among Poultry Farming Households in Southwest Nigeria; A Multidimensional Approach," EconStor Research Reports 216103, ZBW - Leibniz Information Centre for Economics.
    16. Ottó Hajdu, 2021. "A New Generalized Variance Approach for Measuring Multidimensional Inequality and Poverty," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 158(3), pages 839-861, December.

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    Keywords

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    JEL classification:

    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty
    • I10 - Health, Education, and Welfare - - Health - - - General
    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation

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