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Labor Force Aging and the Composition of Regional Human Capital

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  • Paula Prenzel
  • Simona Iammarino

Abstract

Human capital investments are frequently suggested as a policy measure to cope with smaller and older labor forces caused by demographic change across Europe. However, the availability and composition of human capital is fundamentally intertwined with demographic structures, especially at a regional level. This article analyzes how aging is related to the regional composition of human capital for German regions between 2000 and 2010. The findings show that labor force aging is associated with lower educational attainment and that older labor forces have higher shares of traditional vocational degrees. On a national level, education expansion still sufficiently compensates for the effects of population aging, but regional human capital composition shows distinct trends.

Suggested Citation

  • Paula Prenzel & Simona Iammarino, 2021. "Labor Force Aging and the Composition of Regional Human Capital," Economic Geography, Taylor & Francis Journals, vol. 97(2), pages 140-163, March.
  • Handle: RePEc:taf:recgxx:v:97:y:2021:i:2:p:140-163
    DOI: 10.1080/00130095.2021.1885294
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    1. David E. Bloom & David Canning & Günther Fink, 2010. "Implications of population ageing for economic growth," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 26(4), pages 583-612, Winter.
    2. Christopher H. Wheeler, 2006. "Human capital growth in a cross section of U.S. metropolitan areas," Review, Federal Reserve Bank of St. Louis, vol. 88(Mar), pages 113-132.
    3. Berry, Christopher R. & Glaeser, Edward L., 2005. "Divergence of Human Capital Levels across Cities," Working Paper Series rwp05-057, Harvard University, John F. Kennedy School of Government.
    4. Lutz, Wolfgang & Butz, William P. & KC, Samir (ed.), 2014. "World Population and Human Capital in the Twenty-First Century," OUP Catalogue, Oxford University Press, number 9780198703167.
    5. Ron A. Boschma & Michael Fritsch, 2009. "Creative Class and Regional Growth: Empirical Evidence from Seven European Countries," Economic Geography, Taylor & Francis Journals, vol. 85(4), pages 391-423, October.
    6. Lee, R., 2016. "Macroeconomics, Aging, and Growth," Handbook of the Economics of Population Aging, in: Piggott, John & Woodland, Alan (ed.), Handbook of the Economics of Population Aging, edition 1, volume 1, chapter 0, pages 59-118, Elsevier.
    7. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    8. Melanie Arntz & Terry Gregory & Ulrich Zierahn, 2016. "The Risk of Automation for Jobs in OECD Countries: A Comparative Analysis," OECD Social, Employment and Migration Working Papers 189, OECD Publishing.
    9. Jesse M. Shapiro, 2006. "Smart Cities: Quality of Life, Productivity, and the Growth Effects of Human Capital," The Review of Economics and Statistics, MIT Press, vol. 88(2), pages 324-335, May.
    10. Bruckmeier, Kerstin & Wigger, Berthold U., 2014. "The effects of tuition fees on transition from high school to university in Germany," Economics of Education Review, Elsevier, vol. 41(C), pages 14-23.
    11. Daniel Susskind, 2019. "Re-thinking the capabilities of technology in economics," Economics Bulletin, AccessEcon, vol. 39(1), pages 280-288.
    12. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    13. 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.
    14. Terry Gregory & Roberto Patuelli, 2015. "Demographic ageing and the polarization of regions—an exploratory space–time analysis," Environment and Planning A, , vol. 47(5), pages 1192-1210, May.
    15. Acs, Zoltan J. & Armington, Catherine, 2004. "The impact of geographic differences in human capital on service firm formation rates," Journal of Urban Economics, Elsevier, vol. 56(2), pages 244-278, September.
    16. Rosina Moreno & Raffaele Paci & Stefano Usai, 2005. "Spatial Spillovers and Innovation Activity in European Regions," Environment and Planning A, , vol. 37(10), pages 1793-1812, October.
    17. Michael R. Betz & Mark D. Partridge & Belal Fallah, 2016. "Smart cities and attracting knowledge workers: Which cities attract highly-educated workers in the 21st century?," Papers in Regional Science, Wiley Blackwell, vol. 95(4), pages 819-841, November.
    18. Zoltan J. Acs & Catherine Armington, 2008. "The Impact of Geographic Differences in Human Capital on Service Firm Formation Rates," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 19, pages 244-278, Edward Elgar Publishing.
    19. Rainer Kotschy & Uwe Sunde & Tommaso MonacelliManaging Editor, 2018. "Can education compensate the effect of population ageing on macroeconomic performance?," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 33(96), pages 587-634.
    20. Bernd Fitzenberger & Aderonke Osikominu & Robert Völter, 2006. "Imputation Rules to Improve the Education Variable in the IAB Employment Subsample," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 126(3), pages 405-436.
    21. Simona Iammarino & Andrés Rodriguez-Pose & Michael Storper, 2019. "Regional inequality in Europe: evidence, theory and policy implications," Journal of Economic Geography, Oxford University Press, vol. 19(2), pages 273-298.
    22. Tom Kemeny & Maryann Feldman & Frank Ethridge & Ted Zoller, 2016. "The economic value of local social networks," Journal of Economic Geography, Oxford University Press, vol. 16(5), pages 1101-1122.
    23. Stephan Brunow & Alessandra Faggian, 2018. "Demographic Transition and Firm Performance: An Empirical Analysis for Germany," Advances in Spatial Science, in: Roger R. Stough & Karima Kourtit & Peter Nijkamp & Uwe Blien (ed.), Modelling Aging and Migration Effects on Spatial Labor Markets, chapter 0, pages 189-208, Springer.
    24. 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.
    25. Rachel S. Franklin, 2017. "Shrinking Smart: U.S. Population Decline and Footloose Human Capital," Advances in Spatial Science, in: Cristina Martinez & Tamara Weyman & Jouke van Dijk (ed.), Demographic Transition, Labour Markets and Regional Resilience, chapter 0, pages 217-233, Springer.
    26. repec:hoo:wpaper:e-95-4 is not listed on IDEAS
    27. Benjamin Jones & E.J. Reedy & Bruce A. Weinberg, 2014. "Age and Scientific Genius," NBER Working Papers 19866, National Bureau of Economic Research, Inc.
    28. David S. Reher, 2007. "Towards long-term population decline: a discussion of relevant issues," European Journal of Population, Springer;European Association for Population Studies, vol. 23(2), pages 189-207, June.
    29. Daron Acemoglu & Pascual Restrepo, 2017. "Secular Stagnation? The Effect of Aging on Economic Growth in the Age of Automation," American Economic Review, American Economic Association, vol. 107(5), pages 174-179, May.
    30. Richard Florida & Charlotta Mellander & Kevin Stolarick, 2008. "Inside the black box of regional development: human capital, the creative class and tolerance," Journal of Economic Geography, Oxford University Press, vol. 8(5), pages 615-649, September.
    31. Haifeng Qian & Zoltán J. Ács & Roger R. Stough, 2015. "Regional systems of entrepreneurship: the nexus of human capital, knowledge and new firm formation," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 14, pages 257-285, Edward Elgar Publishing.
    32. Crespo Cuaresma, Jesus & Loichinger, Elke & Vincelette, Gallina A., 2016. "Aging and income convergence in Europe: A survey of the literature and insights from a demographic projection exercise," Economic Systems, Elsevier, vol. 40(1), pages 4-17.
    33. Michael Storper, 2018. "Separate Worlds? Explaining the current wave of regional economic polarization," Journal of Economic Geography, Oxford University Press, vol. 18(2), pages 247-270.
    34. Brigitte Waldorf, 2009. "Is human capital accumulation a self-propelling process? Comparing educational attainment levels of movers and stayers," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(2), pages 323-344, June.
    35. Jennifer Hunt, 2006. "Staunching Emigration from East Germany: Age and the Determinants of Migration," Journal of the European Economic Association, MIT Press, vol. 4(5), pages 1014-1037, September.
    36. Glaeser, Edward L. & Scheinkman, JoseA. & Shleifer, Andrei, 1995. "Economic growth in a cross-section of cities," Journal of Monetary Economics, Elsevier, vol. 36(1), pages 117-143, August.
    37. repec:zbw:rwirep:0107 is not listed on IDEAS
    38. Simon, Curtis J. & Nardinelli, Clark, 1996. "The Talk of the Town: Human Capital, Information, and the Growth of English Cities, 1861 to 1961," Explorations in Economic History, Elsevier, vol. 33(3), pages 384-413, July.
    39. Alexandra Spitz-Oener, 2006. "Technical Change, Job Tasks, and Rising Educational Demands: Looking outside the Wage Structure," Journal of Labor Economics, University of Chicago Press, vol. 24(2), pages 235-270, April.
    40. Fertig, Michael & Schmidt, Christoph M. & Sinning, Mathias G., 2009. "The impact of demographic change on human capital accumulation," Labour Economics, Elsevier, vol. 16(6), pages 659-668, December.
    41. Edward L. Glaeser & Matthew G. Resseger, 2010. "The Complementarity Between Cities And Skills," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 221-244, February.
    42. Stephan Brunow & Georg Hirte, 2009. "The age pattern of human capital and regional productivity: A spatial econometric study on german regions," Papers in Regional Science, Wiley Blackwell, vol. 88(4), pages 799-823, November.
    43. Iammarino, Simona & Guy, Frederick & Filippetti, Andrea, 2019. "Regional disparities in the effect of training on employment," LSE Research Online Documents on Economics 87466, London School of Economics and Political Science, LSE Library.
    44. Stefano Breschi & Francesco Lissoni, 2009. "Mobility of skilled workers and co-invention networks: an anatomy of localized knowledge flows," Journal of Economic Geography, Oxford University Press, vol. 9(4), pages 439-468, July.
    45. Moretti, Enrico, 2004. "Human capital externalities in cities," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 51, pages 2243-2291, Elsevier.
    46. Christopher R. Berry & Edward L. Glaeser, 2005. "The divergence of human capital levels across cities," Papers in Regional Science, Wiley Blackwell, vol. 84(3), pages 407-444, August.
    47. Peri, Giovanni, 2002. "Young workers, learning, and agglomerations," Journal of Urban Economics, Elsevier, vol. 52(3), pages 582-607, November.
    48. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels across Cities," Harvard Institute of Economic Research Working Papers 2091, Harvard - Institute of Economic Research.
    49. Philip Rees, 2018. "Education and demography: a review of world population and human capital in the 21st century," Vienna Yearbook of Population Research, Vienna Institute of Demography (VID) of the Austrian Academy of Sciences in Vienna, vol. 16(1), pages 037-053.
    50. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
    51. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels Across Cities," NBER Working Papers 11617, National Bureau of Economic Research, Inc.
    52. Michael Storper & Allen J. Scott, 2009. "Rethinking human capital, creativity and urban growth," Journal of Economic Geography, Oxford University Press, vol. 9(2), pages 147-167, March.
    53. W. Mark Brown & K. Bruce Newbold & Desmond Beckstead, 2010. "Growth and Change in Human Capital across the Canadian Urban Hierarchy, 1996—2001," Urban Studies, Urban Studies Journal Limited, vol. 47(7), pages 1571-1586, June.
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    More about this item

    JEL classification:

    • R10 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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