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The measurement of human capital: a multivariate macro-approach

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  • Jeroen Klomp

Abstract

We examine the human capital status of 123 countries by employing factor analysis on various national human capital indicators for the period 2000–2008 to construct two new measures. The first measure is based on advanced human capital, while the second is based on basic human capital. Our measures differ substantially from indicators used in previous studies on human capital and also lead to different rankings of countries. As rankings are not that informative without further information, we analyzed the distance between each country and the sample mean. Differences between countries are much more pronounced for our measure on advanced human capital than for our measure on basic human capital. Using cluster analysis, we classified the countries in four homogenous groups. Copyright Springer Science+Business Media B.V. 2013

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  • Jeroen Klomp, 2013. "The measurement of human capital: a multivariate macro-approach," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(1), pages 121-136, January.
    • Handle: RePEc:spr:qualqt:v:47:y:2013:i:1:p:121-136
    DOI: 10.1007/s11135-011-9507-0
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    1. Jasper Van Loo & Judith Semeijn, 2004. "Defining and Measuring Competences: An Application to Graduate Surveys," Quality & Quantity: International Journal of Methodology, Springer, vol. 38(3), pages 331-349, June.
    2. Daniel Cohen & Marcelo Soto, 2007. "Growth and human capital: good data, good results," Journal of Economic Growth, Springer, vol. 12(1), pages 51-76, March.
    3. Altinok, Nadir & Murseli, Hatidje, 2007. "International database on human capital quality," Economics Letters, Elsevier, vol. 96(2), pages 237-244, August.
    4. Barro, Robert J & Lee, Jong-Wha, 2001. "International Data on Educational Attainment: Updates and Implications," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 541-563, July.
    5. World Bank, 2009. "World Development Indicators 2009," World Bank Publications - Books, The World Bank Group, number 4367, April.
    6. Castelló-Climent, Amparo, 2008. "On the distribution of education and democracy," Journal of Development Economics, Elsevier, vol. 87(2), pages 179-190, October.
    7. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    8. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    9. Henry Kaiser, 1970. "A second generation little jiffy," Psychometrika, Springer;The Psychometric Society, vol. 35(4), pages 401-415, December.
    10. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    11. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
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