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Uncertainty and Sensitivity Analysis of the Human Development Index

Author

Listed:
  • Milorad Kovacevic

    (Human Development Report Office, UNDP)

  • Clara García Aguña

    (Human Development Report Office, UNDP)

Abstract

This paper discusses the methodological judgments made during the development of the Human Development Index (HDI), and analyzes the quantitative and qualitative impact of different methodological choices on the HDI scores, as well as on the associated changes in ranking. This analysis is particularly pertinent this year, in light of the methodological refinements that have been implemented with the occasion of the HDI 20th anniversary.

Suggested Citation

  • Milorad Kovacevic & Clara García Aguña, 2010. "Uncertainty and Sensitivity Analysis of the Human Development Index," Human Development Research Papers (2009 to present) HDRP-2010-47, Human Development Report Office (HDRO), United Nations Development Programme (UNDP).
    • Handle: RePEc:hdr:papers:hdrp-2010-47
    as

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    File URL: http://hdr.undp.org/en/reports/global/hdr2010/papers/HDRP_2010_47.pdf
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    References listed on IDEAS

    as
    1. 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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    More about this item

    Keywords

    Index Numbers and Aggregation; Methodological Issues; Statistical Simulation Methods; Human Development;
    All these keywords.

    JEL classification:

    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General
    • C18 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Methodolical Issues: General
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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