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A counting approach for measuring multidimensional deprivation

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This paper is concerned with the problem of ranking and quantifying the extent of deprivation exhibited by multidimensional distributions, where the multiple attributes in which an individual can be deprived are represented by dichotomized variables. To this end we first aggregate deprivation for each individual into a "deprivation count", representing the number of dimensions for which the individual suffers from deprivation. Next, by drawing on the rank-dependent social evaluation framework that originates from Sen (1974) and Yaari (1988) the individual deprivation counts are aggregated into summary measures of deprivation, which prove to admit decomposition into the mean and the dispersion of the distribution of multiple deprivations. Moreover, second-degree upward and downward count distribution dominance are shown to be useful criteria for dividing the measures of deprivation into two separate subfamilies. To provide a normative justification of the dominance criteria we introduce alternative principles of association (correlation) rearrangements, where either the marginal deprivation distributions or the mean deprivation are assumed to be kept fixed.

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  • Rolf Aaberge & Eugenio Peluso, 2012. "A counting approach for measuring multidimensional deprivation," Discussion Papers 700, Statistics Norway, Research Department.
  • Handle: RePEc:ssb:dispap:700
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    1. Walter Bossert & Satya R. Chakravarty & Conchita D’Ambrosio, 2019. "Poverty and Time," Themes in Economics, in: Satya R. Chakravarty (ed.), Poverty, Social Exclusion and Stochastic Dominance, pages 63-82, Springer.
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    Cited by:

    1. Berenger, Valerie, 2016. "Measuring Multidimensional Poverty in Three Southeast Asian Countries using Ordinal Variables," ADBI Working Papers 618, Asian Development Bank Institute.
    2. Suman Seth & Sabina Alkire, 2014. "Did Poverty Reduction Reach the Poorest of the Poor? Assessment Methods in the Counting Approach," OPHI Working Papers 77, Queen Elizabeth House, University of Oxford.
    3. Rolf Aaberge & Andrea Brandolini, 2014. "Multidimensional poverty and inequality," Discussion Papers 792, Statistics Norway, Research Department.
    4. Vincent A. Hildebrand & María Noel Pi Alperin & Philippe Van Kerm, 2017. "Measuring and Accounting for the Deprivation Gap of Portuguese Immigrants in Luxembourg," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63(2), pages 288-309, June.
    5. Daniel Nowak & Christoph Scheicher, 2017. "Considering the Extremely Poor: Multidimensional Poverty Measurement for Germany," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 133(1), pages 139-162, August.
    6. Ive Marx & Brian Nolan & Javier Olivera, 2014. "The Welfare State and Anti-Poverty Policy in Rich Countries," Working Papers 1403, Herman Deleeck Centre for Social Policy, University of Antwerp.
    7. Rolf Aaberge & Andrea Brandolini, 2014. "Social evaluation of deprivation count distributions," Working Papers 342, ECINEQ, Society for the Study of Economic Inequality.
    8. Aaberge, Rolf & Peluso, Eugenio & Sigstad, Henrik, 2019. "The dual approach for measuring multidimensional deprivation: Theory and empirical evidence," Journal of Public Economics, Elsevier, vol. 177(C), pages 1-1.
    9. Valérie Bérenger, 2017. "The counting approach to multidimensional poverty: The case of four African countries," WIDER Working Paper Series 210, World Institute for Development Economic Research (UNU-WIDER).
    10. Bérenger, Valérie & Deutsch, Joseph & Silber, Jacques, 2013. "Durable goods, access to services and the derivation of an asset index: Comparing two methodologies and three countries," Economic Modelling, Elsevier, vol. 35(C), pages 881-891.
    11. Suman Seth and Gaston Yalonetzky, 2018. "Assessing Deprivation with Ordinal Variables: Depth Sensitivity and Poverty Aversion," OPHI Working Papers ophiwp123.pdf, Queen Elizabeth House, University of Oxford.
    12. Valérie Bérenger, 2017. "Using ordinal variables to measure multidimensional poverty in Egypt and Jordan," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 15(2), pages 143-173, June.
    13. Suman Seth & Maria Emma Santos, 2019. "On the Interaction Between Focus and Distributional Properties in Multidimensional Poverty Measurement," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 145(2), pages 503-521, September.
    14. Danilo Cavapozzi & Wei Han & Raffaele Miniaci, 2015. "Alternative weighting structures for multidimensional poverty assessment," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 13(3), pages 425-447, September.
    15. Valérie Bérenger, 2014. "Using Ordinal Variables to Measure Multidimensional Poverty in Two South Mediterranean Countries," GREDEG Working Papers 2014-49, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    16. Valérie Bérenger, 2017. "Using ordinal variables to measure multidimensional poverty in Egypt and Jordan," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 15(2), pages 143-173, June.
    17. Ida Petrillo, 2017. "Ranking income distributions: a rank-dependent and needs-based approach," SERIES 03-2017, Dipartimento di Economia e Finanza - Università degli Studi di Bari "Aldo Moro", revised Jul 2017.
    18. Maria Emma Santos, Carlos Dabus and Fernando Delbianco, 2016. "Growth and Poverty Revisited from a Multidimensional Perspective," OPHI Working Papers ophiwp105.pdf, Queen Elizabeth House, University of Oxford.

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    More about this item

    Keywords

    Multidimensional deprivation; counting approach; partial orderings; rank-dependent measures of deprivation; principles of association rearrangements;
    All these keywords.

    JEL classification:

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

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