Human Development Index: Are Developing Countries Misclassified? (former title: "Consequences of Data Error in Aggregate Indicators: Evidence from the Human Development Index)
AbstractThis paper examines the consequences of data error in data series used to construct aggregate indicators. Using the most popular indicator of country level economic development, the Human Development Index (HDI), we identify three separate sources of data error. We propose a simple statistical framework to investigate how data error may bias rank assignments and identify two striking consequences for the HDI. First, using the cutoff values used by the United Nations to assign a country as ‘low’, ‘medium’, or ‘high’ developed, we find that currently up to 45% of developing countries are misclassified. Moreover, by replicating prior development/macroeconomic studies, we find that key estimated parameters such as Gini coefficients and speed of convergence measures vary by up to 100% due to data error.
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Bibliographic InfoPaper provided by Agricultural and Applied Economics Association in its series 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin with number 49763.
Date of creation: 2009
Date of revision:
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More information through EDIRC
Measurement Error; International Comparative Statistics; International Development; O10; C82;
Find related papers by JEL classification:
- O10 - Economic Development, Technological Change, and Growth - - Economic Development - - - General
- C82 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Macroeconomic Data; Data Access
This paper has been announced in the following NEP Reports:
- NEP-ALL-2009-05-16 (All new papers)
- NEP-DEV-2009-05-16 (Development)
- NEP-HAP-2009-05-16 (Economics of Happiness)
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Stephen Morse, 2003. "Greening the United Nations' Human Development Index?," Sustainable Development, John Wiley & Sons, Ltd., vol. 11(4), pages 183-198.
- Subhayu Bandyopadhyay & Howard J. Wall, 2006.
"The determinants of aid in the post-cold war era,"
2006-021, Federal Reserve Bank of St. Louis.
- Kenneth Y. Chay & Patrick J. McEwan & Miguel Urquiola, 2005.
"The Central Role of Noise in Evaluating Interventions That Use Test Scores to Rank Schools,"
American Economic Review,
American Economic Association, vol. 95(4), pages 1237-1258, September.
- Kenneth Chay & Patrick J. McEwan & Miguel Urquiola, 2003. "The Central Role of Noise in Evaluating Interventions that Use Test Scores to Rank Schools," Discussion Papers 0304-10, Columbia University, Department of Economics.
- Kenneth Y. Chay & Patrick J. McEwan & Miguel Urquiola, 2003. "The Central Role of Noise in Evaluating Interventions that Use Test Scores to Rank Schools," NBER Working Papers 10118, National Bureau of Economic Research, Inc.
- Baliamoune-Lutz, Mina N., 2004. "On the Measurement of Human Well-being: Fuzzy Set Theory and Sen's Capability Approach," Working Paper Series UNU-WIDER Research Paper , World Institute for Development Economic Research (UNU-WIDER).
- 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.
- Leandro Prados de la Escosura, 2007. "International inequality and polarization in living standards, 1870-2000 : evidence from the Western World," Working Papers in Economic History wp07-05, Universidad Carlos III, Departamento de Historia Económica e Instituciones.
- Guindon, G. Emmanuel & Boisclair, David, 2003. "Past, Current and Future Trends in Tobacco Use," University of California at San Francisco, Center for Tobacco Control Research and Education qt4q57d5vp, Center for Tobacco Control Research and Education, UC San Francisco.
- Alberto Alesina & David Dollar, 1998.
"Who Gives Foreign Aid to Whom and Why?,"
NBER Working Papers
6612, National Bureau of Economic Research, Inc.
- J. Ram Pillarisetti, 1997. "An empirical note on inequality in the world development indicators," Applied Economics Letters, Taylor & Francis Journals, vol. 4(3), pages 145-147.
- Alberto Alesina & Beatrice Weder, 1999.
"Do Corrupt Governments Receive Less Foreign Aid?,"
NBER Working Papers
7108, National Bureau of Economic Research, Inc.
- Quah, Danny, 1996.
"Twin Peaks: Growth and Convergence in Models of Distribution Dynamics,"
CEPR Discussion Papers
1355, C.E.P.R. Discussion Papers.
- Quah, Danny T, 1996. "Twin Peaks: Growth and Convergence in Models of Distribution Dynamics," Economic Journal, Royal Economic Society, vol. 106(437), pages 1045-55, July.
- Farhad Noorbakhsh, 1998. "The human development index: some technical issues and alternative indices," Journal of International Development, John Wiley & Sons, Ltd., vol. 10(5), pages 589-605.
- Tomson Ogwang, 2000. "Inter-country inequality in human development indicators," Applied Economics Letters, Taylor & Francis Journals, vol. 7(7), pages 443-446.
- Srinivasan, T N, 1994. "Human Development: A New Paradigm or Reinvention of the Wheel?," American Economic Review, American Economic Association, vol. 84(2), pages 238-43, May.
- Danny Quah, 1996. "Twin peaks : growth and convergence in models of distribution dynamics," LSE Research Online Documents on Economics 2278, London School of Economics and Political Science, LSE Library.
- Danny Quah, 1996. "Twin Peaks: Growth and Convergence in Models of Distribution Dynamics," CEP Discussion Papers dp0280, Centre for Economic Performance, LSE.
- Desai, Meghnad, 1991. "Human development : Concepts and measurement," European Economic Review, Elsevier, vol. 35(2-3), pages 350-357, April.
- Arcelus Francisco J & Sharma Basu & Srinivasan Gopalan, 2005. "Foreign Capital Flows and the Efficiency of the HDI Dimensions," Global Economy Journal, De Gruyter, vol. 5(2), pages 1-14, June.
- Noorbakhsh, Farhad, 2006. "International Convergence or Higher Inequality in Human Development? Evidence for 1975 to 2002," Working Paper Series RP2006/15, World Institute for Development Economic Research (UNU-WIDER).
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