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Using principal components to produce an economic and social development index: An application to Latin America and the U.S

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  • Miles Cahill
  • Nicolás Sánchez

Abstract

This paper presents a principal components methodology for determining the weights for a set of indicators in a composite index of development. The procedure is applied to a 36-variable data set consisting of 1990 data for 19 Latin American countries and corresponding 1960 and 1990 data for the individual U.S. states. This paper compares the results with other well-known indices and uses the combined data set to better understand the level and scope of development in each region and over time. The general results are that the level of development of Latin American countries in 1990 are roughly distributed over the U.S. states in 1960 (though with a larger range), and the structure of development in Latin America is similar to the U.S. Copyright International Atlantic Economic Society 2001

Suggested Citation

  • Miles Cahill & Nicolás Sánchez, 2001. "Using principal components to produce an economic and social development index: An application to Latin America and the U.S," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 29(3), pages 311-329, September.
    • Handle: RePEc:kap:atlecj:v:29:y:2001:i:3:p:311-329
    DOI: 10.1007/BF02300552
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    1. Kakwani, N., 1993. "Performance in living standards : An international comparison," Journal of Development Economics, Elsevier, vol. 41(2), pages 307-336, August.
    2. Campos, Nauro F. & Nugent, Jeffrey B., 1999. "Development Performance and the Institutions of Governance: Evidence from East Asia and Latin America," World Development, Elsevier, vol. 27(3), pages 439-452, March.
    3. Sadequl Islam, 1995. "The human development index and per capita GDP," Applied Economics Letters, Taylor & Francis Journals, vol. 2(5), pages 166-167.
    4. Nicolas Sanchez & Miles Cahill, 1998. "The Strengths and Weaknesses of Factor Analysis in Predicting Cuban GDP," Working Papers 9806, College of the Holy Cross, Department of Economics.
    5. Ravallion, Martin, 1997. "Good and bad growth: The human development reports," World Development, Elsevier, vol. 25(5), pages 631-638, May.
    6. W. Chan Kim & Renée Mauborgne, 1998. "Abstract," Strategic Management Journal, Wiley Blackwell, vol. 19(4), pages 323-338, April.
    7. Dasgupta, Partha & Weale, Martin, 1992. "On measuring the quality of life," World Development, Elsevier, vol. 20(1), pages 119-131, January.
    8. Ram, Rati, 1982. "Composite indices of physical quality of life, basic needs fulfilment, and income : A principal component representation," Journal of Development Economics, Elsevier, vol. 11(2), pages 227-247, October.
    9. Hicks, Norman & Streeten, Paul, 1979. "Indicators of development: The search for a basic needs yardstick," World Development, Elsevier, vol. 7(6), pages 567-580, June.
    10. Satya Paul, 1996. "A modified human development index and international comparison," Applied Economics Letters, Taylor & Francis Journals, vol. 3(10), pages 677-682.
    11. Srinivasan, T N, 1994. "Human Development: A New Paradigm or Reinvention of the Wheel?," American Economic Review, American Economic Association, vol. 84(2), pages 238-243, May.
    12. Desai, Meghnad, 1991. "Human development : Concepts and measurement," European Economic Review, Elsevier, vol. 35(2-3), pages 350-357, April.
    13. Streeten, Paul, 1994. "Human Development: Means and Ends," American Economic Review, American Economic Association, vol. 84(2), pages 232-237, May.
    14. Nicolás Sánchez & Miles Cahill, 1998. "The Strengths and Weaknesses of Factor Analysis in Predicting Cuban GDP," Annual Proceedings, The Association for the Study of the Cuban Economy, vol. 8.
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