IDEAS home Printed from https://ideas.repec.org/a/spr/qualqt/v47y2013i1p121-136.html
   My bibliography  Save this article

The measurement of human capital: a multivariate macro-approach

Author

Listed:
  • 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

Suggested Citation

  • 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
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s11135-011-9507-0
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s11135-011-9507-0?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    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. 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.
    5. 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.
    6. World Bank, 2009. "World Development Indicators 2009," World Bank Publications - Books, The World Bank Group, number 4367, December.
    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. Castelló-Climent, Amparo, 2008. "On the distribution of education and democracy," Journal of Development Economics, Elsevier, vol. 87(2), pages 179-190, October.
    9. 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.
    10. Henry Kaiser, 1970. "A second generation little jiffy," Psychometrika, Springer;The Psychometric Society, vol. 35(4), pages 401-415, December.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Daniel Ratzinger & Kevin Amess & Andrew Greenman & Simon Mosey, 2018. "The impact of digital start-up founders’ higher education on reaching equity investment milestones," The Journal of Technology Transfer, Springer, vol. 43(3), pages 760-778, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jeroen Klomp & Jakob Haan, 2013. "Political Regime and Human Capital: A Cross-Country Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 111(1), pages 45-73, March.
    2. Uwe Sunde & Thomas Vischer, 2015. "Human Capital and Growth: Specification Matters," Economica, London School of Economics and Political Science, vol. 82(326), pages 368-390, April.
    3. Ulaşan, Bülent, 2012. "Cross-country growth empirics and model uncertainty: An overview," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 6, pages 1-69.
    4. Angel de la Fuente, 2011. "Human capital and productivity," UFAE and IAE Working Papers 860.11, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    5. Roman Matousek & Nickolaos G. Tzeremes, 2021. "The asymmetric impact of human capital on economic growth," Empirical Economics, Springer, vol. 60(3), pages 1309-1334, March.
    6. ?gel de la Fuente, "undated". "Convergence Across Countries And Regions: Theory And Empirics," UFAE and IAE Working Papers 447.00, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    7. Jesús Crespo Cuaresma & Wolfgang Lutz & Warren Sanderson, 2014. "Is the Demographic Dividend an Education Dividend?," Demography, Springer;Population Association of America (PAA), vol. 51(1), pages 299-315, February.
    8. Michael S. Delgado & Daniel J. Henderson & Christopher F. Parmeter, 2014. "Does Education Matter for Economic Growth?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(3), pages 334-359, June.
    9. Altinok, Nadir & Aydemir, Abdurrahman, 2017. "Does one size fit all? The impact of cognitive skills on economic growth," Journal of Macroeconomics, Elsevier, vol. 53(C), pages 176-190.
    10. Petra Sauer & Martin Zagler, 2014. "(In)equality in Education and Economic Development," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(S2), pages 353-379, November.
    11. Eftimoski, Dimitar, 2022. "On the inconclusive effect of human capital on growth: A new look at extended specifications," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 708-727.
    12. Miguel Portela & Rob Alessie & Coen Teulings, 2010. "Measurement Error in Education and Growth Regressions," Scandinavian Journal of Economics, Wiley Blackwell, vol. 112(3), pages 618-639, September.
    13. Angel de la Fuente & Antonio Ciccone, 2003. "Human capital in a global and knowledge-based economy," UFAE and IAE Working Papers 562.03, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    14. Bas van Leeuwen & Peter Földvári, 2013. "Capital Accumulation and Growth in Central Europe, 1920-2006," Eastern European Economics, Taylor & Francis Journals, vol. 51(5), pages 69-93, September.
    15. Serge Coulombe & Jean-Francois Tremblay, 2009. "Education, Productivity and Economic Growth: A Selective Review of the Evidence," International Productivity Monitor, Centre for the Study of Living Standards, vol. 18, pages 3-24, Spring.
    16. Mohamed Jellal & Mohamed, Bouzahzah & Simplice A. Asongu, 2015. "Institutional Governance, Education and Growth," Research Africa Network Working Papers 15/059, Research Africa Network (RAN).
    17. Jean-Louis ARCAND & Béatrice D'HOMBRES, 2002. "Explaining the Negative Coefficient Associated with Human Capital in Augmented Solow Growth Regressions," Working Papers 200227, CERDI.
    18. Nadir ALTINOK, 2017. "Analyse critique et méthodologique des données d‘éducation de l’Afrique subsaharienne," Working Paper 688bd54b-760c-443b-8343-7, Agence française de développement.
    19. Jérôme Vandenbussche & Philippe Aghion & Costas Meghir, 2006. "Growth, distance to frontier and composition of human capital," Journal of Economic Growth, Springer, vol. 11(2), pages 97-127, June.
    20. Messinis, George & Ahmed, Abdullahi D., 2013. "Cognitive skills, innovation and technology diffusion," Economic Modelling, Elsevier, vol. 30(C), pages 565-578.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:qualqt:v:47:y:2013:i:1:p:121-136. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.