Robust human development rankings
AbstractThe United Nations' Human Development Index (HDI) takes several dimensions ---income, school enrolment and literacy rate, longevity--- and combines them into a single figure that measures the degree of development of a given country. However, there is disagreement about (i) how to normalize the scores for the different criteria to make them comparable and (ii) how to aggregate the (normalized) scores over the different criteria. At the risk of stressing the obvious, changes in normalization and/or aggregation will affect the country rankings. First, we focus on robust rankings, i.e., rankings which hold for a wide set of normalization and/or aggregation procedures. Second, we show that all proposed ranking procedures can be implemented via linear programming techniques. Third, we illustrate how our methodology can prove useful in assessing the robustness of the human development country ranking/classification (produced annually by the United Nations) in a descriptive and statistical way.
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Bibliographic InfoArticle provided by Springer in its journal The Journal of Economic Inequality.
Volume (Year): 6 (2008)
Issue (Month): 4 (December)
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Web page: http://springerlink.metapress.com/link.asp?id=111137
Human development index; Lorenz dominance; Linear programming; Robustness analysis; C61; D63; I31; O10;
Other versions of this item:
- C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
- D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
- I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being
- O10 - Economic Development, Technological Change, and Growth - - Economic Development - - - General
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- Ramakrushna Panigrahi & Sashi Sivramkrishna, 2002. "An Adjusted Human Development Index: Robust Country Rankings with Respect to the Choice of Fixed Maximum and Minimum Indicator Values," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 3(2), pages 301-311.
- Krishna Mazumdar, 2003. "A New Approach to Human Development Index," Review of Social Economy, Taylor & Francis Journals, vol. 61(4), pages 535-549.
- Sagar, Ambuj D. & Najam, Adil, 1998. "The human development index: a critical review," Ecological Economics, Elsevier, vol. 25(3), pages 249-264, June.
- Fleurbaey, M. & Hagnere, C. & Trannoy, A., 1998.
"Welfare Comparisons with Bounded Equivalence Scales,"
9823, Paris X - Nanterre, U.F.R. de Sc. Ec. Gest. Maths Infor..
- Fleurbaey, Marc & Hagnere, Cyrille & Trannoy, Alain, 2003. "Welfare comparisons with bounded equivalence scales," Journal of Economic Theory, Elsevier, vol. 110(2), pages 309-336, June.
- M. Fleurbaey & C. Hagneré & A. Trannoy, 1998. "Welfare comparisons with bounded equivalence scales," THEMA Working Papers 98-23, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
- 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.
- Frederik Booysen, 2002. "An Overview and Evaluation of Composite Indices of Development," Social Indicators Research, Springer, vol. 59(2), pages 115-151, August.
- Kalpana Bardhan & Stephan Klasen, 1998.
"UNDP's Gender-Related Indices: A Critical Review,"
Human Development Occasional Papers (1992-2007)
HDOCPA-1998-03, Human Development Report Office (HDRO), United Nations Development Programme (UNDP).
- Satya R. Chakravarty, 2003. "A Generalized Human Development Index," Review of Development Economics, Wiley Blackwell, vol. 7(1), pages 99-114, February.
- 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.
- Guido Luchters & Lukas Menkhoff, 2000. "Chaotic signals from HDI measurement," Applied Economics Letters, Taylor & Francis Journals, vol. 7(4), pages 267-270.
- Maasoumi, Esfandiar & Nickelsburg, Gerald, 1988. "Multivariate Measures of Well-Being and an Analysis of Inequality in the Michigan Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 6(3), pages 326-34, July.
- Shoutir Kishore Chatterjee, 2005. "Measurement of Human Development: an alternative approach," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 6(1), pages 31-44.
- Dowrick, Steve & Dunlop, Yvonne & Quiggin, John, 2003. "Social indicators and comparisons of living standards," Journal of Development Economics, Elsevier, vol. 70(2), pages 501-529, April.
- Andrew Sharpe & Brendon Andrews, 2013. "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.
- Hatefi, S.M. & Torabi, S.A., 2010. "A common weight MCDA-DEA approach to construct composite indicators," Ecological Economics, Elsevier, vol. 70(1), pages 114-120, November.
- Ángeles Sánchez-Domínguez & Maria J. Ruiz Martos, 2013. "Europe 2020 strategy: a strategy for which type of growth?," ThE Papers 13/11, Department of Economic Theory and Economic History of the University of Granada..
- Sevinc Rende & Murat Donduran, 2013. "Neighborhoods in Development: Human Development Index and Self-organizing Maps," Social Indicators Research, Springer, vol. 110(2), pages 721-734, January.
- Maki Michinaka, 2011. "Human Development Rankings Based on the Pareto Dominance: Illustrations Using Cross-country Panel Data 1980-2007," Global COE Hi-Stat Discussion Paper Series gd11-188, Institute of Economic Research, Hitotsubashi University.
- James Foster & Mark McGillivray & Suman Seth, 2011.
"Composite Indices: Rank Robustness, Statistical Association and Redundancy,"
2011-19, The George Washington University, Institute for International Economic Policy.
- James E. Foster & Mark McGillivray & Suman Seth, 2013. "Composite Indices: Rank Robustness, Statistical Association, and Redundancy," Econometric Reviews, Taylor & Francis Journals, vol. 32(1), pages 35-56, January.
- A. Ruijs & M. Kortelainen & A. Wossink & C.J.E. Schulp & R. Alkemade & Paul Madden, 2012. "Opportunity cost estimation of ecosystem services," The School of Economics Discussion Paper Series 1222, Economics, The University of Manchester.
- Stéphane Blancard & Jean-François Hoarau, 2011. "Optimizing the new formulation of the United Nations' human development index: An empirical view from data envelopment analysis," Economics Bulletin, AccessEcon, vol. 31(1), pages 989-1003.
- P. Zhou & B. Ang & D. Zhou, 2010. "Weighting and Aggregation in Composite Indicator Construction: a Multiplicative Optimization Approach," Social Indicators Research, Springer, vol. 96(1), pages 169-181, March.
- Stephen Morse, 2013. "Bottom Rail on Top: The Shifting Sands of Sustainable Development Indicators as Tools to Assess Progress," Sustainability, MDPI, Open Access Journal, vol. 5(6), pages 2421-2441, May.
- Luis Lopez-Calva & Eduardo Ortiz-Juarez, 2012. "A Household-Based Distribution-Sensitive Human Development Index: An Empirical Application to Mexico, Nicaragua and Peru," Social Indicators Research, Springer, vol. 109(3), pages 395-411, December.
- Permanyer, Iñaki, 2013. "Using Census Data to Explore the Spatial Distribution of Human Development," World Development, Elsevier, vol. 46(C), pages 1-13.
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