IDEAS home Printed from
MyIDEAS: Login to save this paper or follow this series

Regional Measures of Human Capital in the European Union

  • Christian Dreger
  • Georg Erber
  • Daniela Glocker

The accumulation of the human capital stock plays a key role to explain the macroeconomic performance across regions. However, despite the strong theoretical support for this claim, empirical evidence has been not very convincing, probably because of the low quality of the data. This paper provides a robustness analysis of alternative measures of human capital available at the level of EU NUTS1 and NUTS2 regions. In addition to the univariate measures, composite indicators based on different construction principles are proposed. The analysis shows a significant impact of construction techniques on the quality of indicators. While composite indicators and labour income measures point to the same direction of impact, their correlation is not overwhelmingly high. Moreover, popular indicators should be applied with caution. Although schooling and human resources in science and technology explain some part of the regional human capital stock, they cannot explain the bulk of the experience.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL:
Download Restriction: no

Paper provided by DIW Berlin, The German Socio-Economic Panel (SOEP) in its series SOEPpapers on Multidisciplinary Panel Data Research with number 137.

in new window

Length: 29 p.
Date of creation: 2008
Date of revision:
Handle: RePEc:diw:diwsop:diw_sp137
Contact details of provider: Postal: Mohrenstraße 58, D-10117 Berlin
Phone: xx49-30-89789-671
Fax: xx49-30-89789-109
Web page:

More information through EDIRC

References listed on IDEAS
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.:

as in new window
  1. Robert J. Barro & Jong-Wha Lee, 1993. "International Comparisons of Educational Attainment," NBER Working Papers 4349, National Bureau of Economic Research, Inc.
  2. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
  3. Daniel Cohen & Marcelo Soto, 2001. "Growth and Human Capital: Good Data, Good Results," OECD Development Centre Working Papers 179, OECD Publishing.
  4. N. Gregory Mankiw & David Romer & David N. Weil, 1990. "A Contribution to the Empirics of Economic Growth," NBER Working Papers 3541, National Bureau of Economic Research, Inc.
  5. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages S71-102, October.
  6. Jonathan Temple, 2000. "Growth Effects of Education and Social Capital in the OECD Countries," OECD Economics Department Working Papers 263, OECD Publishing.
  7. Casey B. Mulligan & Xavier Sala-i-Martin, 1994. "A labor-income-based measure of the value of human capital: An application to the States of the United States," Economics Working Papers 106, Department of Economics and Business, Universitat Pompeu Fabra, revised Dec 1994.
  8. Paul M. Romer, 1989. "Human Capital And Growth: Theory and Evidence," NBER Working Papers 3173, National Bureau of Economic Research, Inc.
  9. 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.
  10. Aghion, P. & Howitt, P., 1989. "A Model Of Growth Through Creative Destruction," Working papers 527, Massachusetts Institute of Technology (MIT), Department of Economics.
  11. Michela Nardo & Michaela Saisana & Andrea Saltelli & Stefano Tarantola & Anders Hoffman & Enrico Giovannini, 2005. "Handbook on Constructing Composite Indicators: Methodology and User Guide," OECD Statistics Working Papers 2005/3, OECD Publishing.
  12. Sala-i-Martin, X. & Mulligan, C.B., 1995. "Measuring Aggregate Human Capital," Papers 723, Yale - Economic Growth Center.
  13. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
  14. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth Through Creative Destruction," Scholarly Articles 12490578, Harvard University Department of Economics.
  15. Andrea Bassanini & Stefano Scarpetta, 2001. "Does Human Capital Matter for Growth in OECD Countries?: Evidence from Pooled Mean-Group Estimates," OECD Economics Department Working Papers 282, OECD Publishing.
  16. de la Fuente, Angel & Doménech, Rafael, 2000. "Human Capital In Growth Regressions: How Much Difference Does Data Quality Make?," CEPR Discussion Papers 2466, C.E.P.R. Discussion Papers.
  17. Barbara Sianesi & John Van Reenen, 2003. "The Returns to Education: Macroeconomics," Journal of Economic Surveys, Wiley Blackwell, vol. 17(2), pages 157-200, 04.
  18. 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)

This item is featured on the following reading lists or Wikipedia pages:

  1. SOEP based publications

When requesting a correction, please mention this item's handle: RePEc:diw:diwsop:diw_sp137. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Bibliothek)

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 references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

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

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.