An Assessment of Weighting Methodologies for Composite Indicators: The case of the Index of Economic Well-being
The Index of Economic Well-Being (IEWB) – a composite indicator consisting of consumption, wealth, equality, and economic security – underwent several changes in the weighting of its components. For example, the final aggregation of the IEWB was changed to equal weighting after the IEWB was criticized for having a bias against sustainability; however, all weighting schemes have both advantages and shortcomings. To isolate the preferred ordinal ranking for the results, strong and weak dominance rules were established for countries across several observed weighting schemes, and each of these rules were ranked in all possible ways. An 'iterative dominance equilibrium' was computed for comparison to observed weighting schemes. Constrained data envelopment analysis (CDEA) performed best, yet CDEA is not ideal for comparisons across countries. Among explicit weights, the original weights of the IEWB were best. Although the original weights are supported, they were controversial – a shift to equal weights mitigated this controversial – it appears equal weights remain least objectionable.
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- Koen Decancq & María Ana Lugo, 2013.
"Weights in Multidimensional Indices of Wellbeing: An Overview,"
Taylor & Francis Journals, vol. 32(1), pages 7-34, January.
- DECANCQ, Koen & LUGO, Maria Ana, . "Weights in multidimensional indices of wellbeing: an overview," CORE Discussion Papers RP 2493, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Koen DECANCQ & María Ana LUGO, 2010. "Weights in multidimensional indices of well-being: an overview," Working Papers Department of Economics ces10.06, KU Leuven, Faculty of Economics and Business, Department of Economics.
- Laurens Cherchye & Wim Moesen & Nicky Rogge & Tom Van Puyenbroeck & Michaela Saisana & A. Saltelli & R. Liska & S. Tarantola, 2006. "Creating Composite Indicators with DEA and Robustness Analysis: the case of the Technology Achievement Index," Public Economics Working Paper Series ces0613, Katholieke Universiteit Leuven, Centrum voor Economische Studiën, Working Group Public Economics.
- Lars Osberg & Andrew Sharpe, 2010. "The Index of Economic Well-Being," Challenge, M.E. Sharpe, Inc., vol. 53(4), pages 25-42, July.
- Doyle, John R., 1995. "Multiattribute Choice for the Lazy Decision Maker: Let the Alternatives Decide!," Organizational Behavior and Human Decision Processes, Elsevier, vol. 62(1), pages 87-100, April.
- Charles Jones & Pete Klenow, 2010.
"Beyond GDP? Welfare Across Countries and Time,"
10-001, Stanford Institute for Economic Policy Research.
- Laurens Cherchye & Erwin Ooghe & Tom Puyenbroeck, 2008.
"Robust human development rankings,"
The Journal of Economic Inequality,
Springer;Society for the Study of Economic Inequality, vol. 6(4), pages 287-321, December.
- Giuseppe Nicoletti & Stefano Scarpetta & Olivier Boylaud, 2000. "Summary Indicators of Product Market Regulation with an Extension to Employment Protection Legislation," OECD Economics Department Working Papers 226, OECD Publishing.
- Laurens Cherchye & Wim Moesen & Tom Puyenbroeck, 2004.
"Legitimately Diverse, yet Comparable: On Synthesizing Social Inclusion Performance in the EU,"
Journal of Common Market Studies,
Wiley Blackwell, vol. 42(5), pages 919-955, December.
- Laurens Cherchye & Wim Moesen & Tom Van Puyenbroeck, 2003. "Legitimately Diverse, yet Comparable: On Synthesising Social Inclusion Performance in the EU," Public Economics Working Paper Series ces0301, Katholieke Universiteit Leuven, Centrum voor Economische Studiën, Working Group Public Economics.
- R. J. Rummel, 1967. "Understanding factor analysis," Journal of Conflict Resolution, Peace Science Society (International), vol. 11(4), pages 444-480, December.
- Lars Osberg & Andrew Sharpe, 2005. "How Should We Measure The "Economic" Aspects Of Well-Being?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 51(2), pages 311-336, 06.
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