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Human capital externalities vs. substitution effects as determinants of regional wages: Evidence from German micro data

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  • Thönnessen, Rasmus

Abstract

This article reconsiders the empirical evidence on regional human capital externalities using longitudal survey data from the German Socio-Economic Panel (SOEP). It complements the empirical literature on the role of human capital for explaining regional wage differences. Based on the framework by Moretti (2004a), the impact of different proxies of regional human capital intensity on regional wages is estimated while controlling for individual productivity determinants and regional characteristics. The results are compared with the constant-composition approach by Ciccone and Peri (2006) which accounts for imperfect substitution between unskilled and skilled labor. The Mincerian panel results with level data indicate that one additional year of education has an external wage effect of 2%. However, once a difference specification is estimated, external effects are no longer present. The theoretical predictions by Ciccone and Peri (2006) that the Mincerian approach leads to an upward biased estimate cannot be verified.

Suggested Citation

  • Thönnessen, Rasmus, 2014. "Human capital externalities vs. substitution effects as determinants of regional wages: Evidence from German micro data," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100345, Verein für Socialpolitik / German Economic Association.
    • Handle: RePEc:zbw:vfsc14:100345
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    1. Lawrence F. Katz & Kevin M. Murphy, 1992. "Changes in Relative Wages, 1963–1987: Supply and Demand Factors," The Quarterly Journal of Economics, Oxford University Press, vol. 107(1), pages 35-78.
    2. Daron Acemoglu & David Autor, 2012. "What Does Human Capital Do? A Review of Goldin and Katz's The Race between Education and Technology," Journal of Economic Literature, American Economic Association, vol. 50(2), pages 426-463, June.
    3. Henderson, J V, 1974. "The Sizes and Types of Cities," American Economic Review, American Economic Association, vol. 64(4), pages 640-656, September.
    4. Moretti, Enrico, 2004. "Estimating the social return to higher education: evidence from longitudinal and repeated cross-sectional data," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 175-212.
    5. Topel, Robert, 1999. "Labor markets and economic growth," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 44, pages 2943-2984, Elsevier.
    6. 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.
    7. Antonio Ciccone & Giovanni Peri, 2005. "Long-Run Substitutability Between More and Less Educated Workers: Evidence from U.S. States, 1950-1990," The Review of Economics and Statistics, MIT Press, vol. 87(4), pages 652-663, November.
    8. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    9. John V. Winters, 2013. "Human capital externalities and employment differences across metropolitan areas of the USA," Journal of Economic Geography, Oxford University Press, vol. 13(5), pages 799-822, September.
    10. Daniel Heuermann, 2011. "Human Capital Externalities in Western Germany," Spatial Economic Analysis, Taylor & Francis Journals, vol. 6(2), pages 139-165.
    11. Rauch James E., 1993. "Productivity Gains from Geographic Concentration of Human Capital: Evidence from the Cities," Journal of Urban Economics, Elsevier, vol. 34(3), pages 380-400, November.
    12. Rasmus Thönnessen & Erich Gundlach, 2013. "The size of human capital externalities: cross-country evidence," Public Choice, Springer, vol. 157(3), pages 671-689, December.
    13. Daron Acemoglu & Joshua Angrist, 1999. "How Large are the Social Returns to Education? Evidence from Compulsory Schooling Laws," NBER Working Papers 7444, National Bureau of Economic Research, Inc.
    14. Antonio Ciccone & Giovanni Peri, 2006. "Identifying Human-Capital Externalities: Theory with Applications," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(2), pages 381-412.
    15. D. W. Jorgenson & Z. Griliches, 1967. "The Explanation of Productivity Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 34(3), pages 249-283.
    16. Seung Mo Choi, 2011. "How Large Are Learning Externalities?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 52(4), pages 1077-1103, November.
    17. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    18. Pritchett, Lant, 2006. "Does Learning to Add up Add up? The Returns to Schooling in Aggregate Data," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 11, pages 635-695, Elsevier.
    19. Sand, Benjamin M., 2013. "A re-examination of the social returns to education: Evidence from U.S. cities," Labour Economics, Elsevier, vol. 24(C), pages 97-106.
    20. Michael Funke & Annekatrin Niebuhr, 2005. "Regional Geographic Research and Development Spillovers and Economic Growth: Evidence from West Germany," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 143-153.
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    More about this item

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

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