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New weighting scheme for the dimensions in multidimensional poverty indices

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  • Belhadj, Besma

Abstract

By now, there is a wide range of methods to construct multidimensional well-being indices, differing in the way they transform, aggregate and weight the relevant dimensions. This paper uses a fuzzy theory approach to propose a new weighting scheme for the dimensions. These weights play a crucial role in determining the trade-offs between the dimensions.

Suggested Citation

  • Belhadj, Besma, 2012. "New weighting scheme for the dimensions in multidimensional poverty indices," Economics Letters, Elsevier, vol. 116(3), pages 304-307.
    • Handle: RePEc:eee:ecolet:v:116:y:2012:i:3:p:304-307
    DOI: 10.1016/j.econlet.2012.03.029
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    1. Michela Nardo & Michaela Saisana & Andrea Saltelli & Stefano Tarantola & Anders Hoffman & Enrico Giovannini, 2005. "Handbook on Constructing Composite Indicators: Methodology and User Guide," OECD Statistics Working Papers 2005/3, OECD Publishing.
    2. Achille Lemmi & Gianni Betti (ed.), 2006. "Fuzzy Set Approach to Multidimensional Poverty Measurement," Economic Studies in Inequality, Social Exclusion, and Well-Being, Springer, number 978-0-387-34251-1, Fall.
    3. Desai, Meghnad & Shah, Anup, 1988. "An Econometric Approach to the Measurement of Poverty," Oxford Economic Papers, Oxford University Press, vol. 40(3), pages 505-522, September.
    4. Stephen Klasen, 2000. "Measuring Poverty And Deprivation In South Africa," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 46(1), pages 33-58, March.
    5. 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.
    6. Sen, Amartya, 1997. "On Economic Inequality," OUP Catalogue, Oxford University Press, number 9780198292975, Decembrie.
    7. Shyamal Chowdhury & Lyn Squire, 2006. "Setting weights for aggregate indices: An application to the commitment to development index and human development index," Journal of Development Studies, Taylor & Francis Journals, vol. 42(5), pages 761-771.
    8. 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.
    9. Hans de Kruijk & Martine Rutten, 2007. "WEIGHTING DIMENSIONS OF POVERTY BASED ON PEOPLES PRIORITIES: Constructing a Composite Poverty Index for the Maldives," IIDE Discussion Papers 20070801, Institue for International and Development Economics.
    10. Jaya Krishnakumar & A. Nagar, 2008. "On Exact Statistical Properties of Multidimensional Indices Based on Principal Components, Factor Analysis, MIMIC and Structural Equation Models," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 86(3), pages 481-496, May.
    11. Besma Belhadj, 2011. "A new fuzzy unidimensional poverty index from an information theory perspective," Empirical Economics, Springer, vol. 40(3), pages 687-704, May.
    12. Susan E. Mayer & Christopher Jencks, 1989. "Poverty and the Distribution of Material Hardship," Journal of Human Resources, University of Wisconsin Press, vol. 24(1), pages 88-114.
    13. Filippone, Andrea & Cheli, Bruno & D'Agostino, Antonella, 2001. "Addressing the interpretation and the aggregation problems in totally fuzzy and relative poverty measures," ISER Working Paper Series 2001-22, Institute for Social and Economic Research.
    14. Lars Osberg & Andrew Sharpe, 2002. "An Index of Economic Well–Being for Selected OECD Countries," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(3), pages 291-316, September.
    15. Erik Schokkaert, 2007. "Capabilities and Satisfaction with Life," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 8(3), pages 415-430.
    16. D K Despotis, 2005. "A reassessment of the human development index via data envelopment analysis," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(8), pages 969-980, August.
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    Cited by:

    1. Pablo González & Kirsten Sehnbruch & Mauricio Apablaza & Rocío Méndez Pineda & Veronica Arriagada, 2021. "A Multidimensional Approach to Measuring Quality of Employment (QoE) Deprivation in Six Central American Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 158(1), pages 107-141, November.
    2. Christophe Muller & Asha Kannan & Roland Alcindor, 2016. "Multidimensional Poverty in Seychelles," Working Papers halshs-01264444, HAL.
    3. Fotis Papadopoulos & Panos Tsakloglou, 2015. "Chronic material deprivation and long-term poverty in Europe in the pre-crisis period," ImPRovE Working Papers 15/16, Herman Deleeck Centre for Social Policy, University of Antwerp.
    4. Vijay Verma & Gianni Betti & Francesca Gagliardi, 2017. "Fuzzy Measures of Longitudinal Poverty in a Comparative Perspective," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 130(2), pages 435-454, January.
    5. Khaled Nasri & Besma Belhadj, 2018. "Measuring Vulnerability to Multidimensional Poverty in Tunisia: Dual cut-off method and Fuzzy Sets approach," Working Papers 1262, Economic Research Forum, revised 03 Dec 2018.
    6. Rex Aurelius C. Robielos & Chiuhsiang Joe Lin & Delia B. Senoro & Froilan P. Ney, 2020. "Development of Vulnerability Assessment Framework for Disaster Risk Reduction at Three Levels of Geopolitical Units in the Philippines," Sustainability, MDPI, vol. 12(21), pages 1-27, October.
    7. Aleksandar Stanojević & Jože Benčina, 2019. "The Construction of an Integrated and Transparent Index of Wellbeing," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(3), pages 995-1015, June.
    8. Migbaru Alamirew Workneh, 2020. "Nonmonetary poverty in Ethiopia: Multidimensional approach," Poverty & Public Policy, John Wiley & Sons, vol. 12(4), pages 326-356, December.
    9. 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.
    10. Rolf Aaberge & Andrea Brandolini, 2014. "Multidimensional poverty and inequality," Discussion Papers 792, Statistics Norway, Research Department.
    11. Nasri, Khaled & Belhadj, Besma, 2017. "Multidimensional Poverty Measurement in Tunisia: Distribution of Deprivations across Regions," MPRA Paper 83318, University Library of Munich, Germany.
    12. Gianni Betti & Francesca Gagliardi & Achille Lemmi & Vijay Verma, 2015. "Comparative measures of multidimensional deprivation in the European Union," Empirical Economics, Springer, vol. 49(3), pages 1071-1100, November.
    13. Besma Belhadj & Firas Kaabi, 2020. "New membership function for poverty measure," Metroeconomica, Wiley Blackwell, vol. 71(4), pages 676-688, November.
    14. Nita Handastya & Gianni Betti, 2023. "The ‘Double Fuzzy Set’ Approach to Multidimensional Poverty Measurement: With a Focus on the Health Dimension," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 166(1), pages 201-217, February.
    15. Jacob Katuva & Rob Hope & Tim Foster & Johanna Koehler & Patrick Thomson, 2020. "Modelling Welfare Transitions to Prioritise Sustainable Development Interventions in Coastal Kenya," Sustainability, MDPI, vol. 12(17), pages 1-22, August.
    16. Pablo Cabrera-Barona & Omid Ghorbanzadeh, 2018. "Comparing Classic and Interval Analytical Hierarchy Process Methodologies for Measuring Area-Level Deprivation to Analyze Health Inequalities," IJERPH, MDPI, vol. 15(1), pages 1-12, January.
    17. Diego García‐Vélez & José J. Nuñez Velázquez, 2021. "A network analysis approach in multidimensional poverty," Poverty & Public Policy, John Wiley & Sons, vol. 13(1), pages 59-68, March.

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    More about this item

    Keywords

    Fuzzy sets; Membership function; Poverty; Weights;
    All these keywords.

    JEL classification:

    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty
    • C00 - Mathematical and Quantitative Methods - - General - - - General

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