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Setting Weights in Multidimensional Indices of Well-Being

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  • Koen Decancq
  • Maria Ana Lugo

Abstract

Multidimensional indices of well-being and deprivation have become increasingly popular, both in the theoretical and in the policy-oriented literature. 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. We use a unifying framework that allows us to compare the different approaches and to analyze the specific role of the dimension weights in each of them. In interplay with the choices on the transformation and aggregation, the weights play a crucial role in determining the trade-offs between the dimensions. Setting weights is hence inherently a delicate matter, reflecting important value judgements about the exact notion of well-being. From this perspective, we critically survey six methods that are proposed in the literature to set the weights.

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  • Koen Decancq & Maria Ana Lugo, 2008. "Setting Weights in Multidimensional Indices of Well-Being," OPHI Working Papers 18, Queen Elizabeth House, University of Oxford.
  • Handle: RePEc:qeh:ophiwp:ophiwp018
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    2. Banerjee, Asis Kumar, 2010. "A multidimensional Gini index," Mathematical Social Sciences, Elsevier, vol. 60(2), pages 87-93, September.
    3. Vijaya, Ramya M. & Lahoti, Rahul & Swaminathan, Hema, 2014. "Moving from the Household to the Individual: Multidimensional Poverty Analysis," World Development, Elsevier, vol. 59(C), pages 70-81.
    4. Chris Tofallis, 2013. "An automatic-democratic approach to weight setting for the new human development index," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(4), pages 1325-1345, October.
    5. Chris De Neubourg & Jingqing Chai & Marlous de Milliano & Ilze Plavgo, 2013. "Step-by-Step Guidelines to the Multiple Overlapping Deprivation Analysis (MODA)," Papers inwopa695, Innocenti Working Papers.
    6. Maria Ana Lugo & Koen Decancq, 2009. "Measuring Inequality of Well-Being with a Correlation-Sensitive Multidimensional Gini Index," Economics Series Working Papers 459, University of Oxford, Department of Economics.
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    8. World Bank, 2012. "Service Delivery Indicators : Senegal," World Bank Publications - Reports 20125, The World Bank Group.
    9. Ludovico Carrino, 2015. "The weighting role of normalisation in a multidimensional analysis of Social Inclusion," Working Papers 2015:32, Department of Economics, University of Venice "Ca' Foscari".
    10. Deniz Sevinc, 2020. "How Poor is Poor? A novel look at multidimensional poverty in the UK," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(3), pages 833-859, June.
    11. Chris De Neubourg & Jingqing Chai & Marlous de Milliano & Ilze Plavgo, 2013. "Cross-Country MODA Study: Multiple Overlapping Deprivation Analysis (MODA). Technical Note," Papers inwopa696, Innocenti Working Papers.
    12. Suman Seth, 2013. "A class of distribution and association sensitive multidimensional welfare indices," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 11(2), pages 133-162, June.
    13. World Bank, 2012. "Service Delivery Indicators : Tanzania," World Bank Publications - Reports 20126, The World Bank Group.
    14. Bhawna MUDGAL & Hemlata MANGLANI, 2023. "A proposal for modified human development index for BRICS countries. A holistic approach towards sustainable human development," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(3(636), A), pages 107-130, Autumn.
    15. Dipesh Gangopadhyay & Robert B. Nielsen & Velma Zahirovic-Herbert, 2021. "Methodology and Axiomatic Characterization of a Multidimensional and Fuzzy Measure of Deprivation," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 153(1), pages 1-37, January.
    16. Syrovátka, Miroslav & Schlossarek, Martin, 2019. "Measuring development with inequality: How (should) aggregate indicators of development account for inequality?," Ecological Economics, Elsevier, vol. 164(C), pages 1-1.
    17. Byomkesh Talukder & Keith W. Hipel & Gary W. vanLoon, 2017. "Developing Composite Indicators for Agricultural Sustainability Assessment: Effect of Normalization and Aggregation Techniques," Resources, MDPI, vol. 6(4), pages 1-27, November.
    18. Ludovico Carrino, 2016. "Data Versus Survey-based Normalisation in a Multidimensional Analysis of Social Inclusion," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 2(3), pages 305-345, November.
    19. T. El Sayed & A. R. Zahran, 2020. "Child Wellbeing in Egypt: a Weighted Multidimensional Almost Dominance Approach," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 13(3), pages 993-1022, June.
    20. Giacomo Rotondo, 2013. "Indicatori di benessere: forme funzionali a confronto," RIVISTA DI STUDI SULLA SOSTENIBILITA', FrancoAngeli Editore, vol. 2013(1), pages 27-41.
    21. Carmelo García-Pérez & Yolanda González-González & Mercedes Prieto-Alaiz, 2017. "Identifying the Multidimensional Poor in Developed Countries Using Relative Thresholds: An Application to Spanish Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 131(1), pages 291-303, March.
    22. Luis Fernando Castro Peñarrieta & Gustavo Zárate Taborga & Valeria Salinas Maceda, 2019. " - Análisis de la desigualdad de largo plazo en Bolivia, 1976 - 201," INESAD book chapters, in: Beatriz Muriel Hernández (ed.), Investigaciones para el Desarrollo Económico de Bolivia, edition 1, volume 1, chapter 2, pages 81-112, Institute for Advanced Development Studies.
    23. Andrew Sharpe & Brendon Andrews, 2012. "An Assessment of Weighting Methodologies for Composite Indicators: The case of the Index of Economic Well-being," CSLS Research Reports 2012-10, Centre for the Study of Living Standards.
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