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Human capital mobility patterns in the European Union and the financial crisis

Author

Listed:
  • Giuseppe Pernagallo

    (University of Turin)

  • Benedetto Torrisi

    (University of Catania)

Abstract

This paper provides new evidence on the quantification of economic losses and/or gains from skilled human capital mobility in terms of GDP and productivity in several EU countries during and after the Great Recession. We construct two novel indicators to quantify and compare the economic effects of human capital mobility across EU countries in 2008, 2012, and 2016. Through hierarchical clustering, we created groups of countries to perform a non-parametric MANOVA. The results suggest the existence of three groups of countries aggregated by similar economic and mobility patterns. The differences between these groups are significant and allow us to delineate the countries’ gains and losses.

Suggested Citation

  • Giuseppe Pernagallo & Benedetto Torrisi, 2023. "Human capital mobility patterns in the European Union and the financial crisis," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(2), pages 1791-1820, April.
    • Handle: RePEc:spr:qualqt:v:57:y:2023:i:2:d:10.1007_s11135-022-01437-2
    DOI: 10.1007/s11135-022-01437-2
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    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Barro, Robert J. & Lee, Jong-Wha, 1993. "International comparisons of educational attainment," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 363-394, December.
    3. Miyagiwa, Kaz, 1991. "Scale Economies in Education and the Brain Drain Problem," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 32(3), pages 743-759, August.
    4. Guy J. Abel, 2010. "Estimation of international migration flow tables in Europe," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 173(4), pages 797-825, October.
    5. Harrar, Solomon W. & Bathke, Arne C., 2008. "Nonparametric methods for unbalanced multivariate data and many factor levels," Journal of Multivariate Analysis, Elsevier, vol. 99(8), pages 1635-1664, September.
    6. Robert Rowthorn, 2008. "The fiscal impact of immigration on the advanced economies," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 24(3), pages 561-581, Autumn.
    7. Vincent Fromentin, 2013. "The Relationship Between Immigration and Unemployment: The Case of France," Economic Analysis and Policy, Elsevier, vol. 43(1), pages 51-66, March.
    8. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
    9. Mr. William Carrington & Ms. Enrica Detragiache, 1998. "How Big is the Brain Drain?," IMF Working Papers 1998/102, International Monetary Fund.
    10. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    11. Sascha O. Becker & Andrea Ichino & Giovanni Peri, 2004. "How Large Is the "Brain Drain" from Italy?," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 63(1), pages 1-32, April.
    12. Giovanni Peri & Francisco Requena‐Silvente, 2010. "The trade creation effect of immigrants: evidence from the remarkable case of Spain," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 43(4), pages 1433-1459, November.
    13. Spence, Michael, 1974. "Competitive and optimal responses to signals: An analysis of efficiency and distribution," Journal of Economic Theory, Elsevier, vol. 7(3), pages 296-332, March.
    14. Barslund, Mikkel & Busse, Matthias, 2016. "Labour Mobility in the EU: Addressing challenges and ensuring ‘fair mobility’," CEPS Papers 11705, Centre for European Policy Studies.
    15. Gijs Beets & Frans Willekens, 2009. "The global economic crisis and international migration: An uncertain outlook," Vienna Yearbook of Population Research, Vienna Institute of Demography (VID) of the Austrian Academy of Sciences in Vienna, vol. 7(1), pages 19-37.
    16. Dustmann, Christian & Francesca Fabbri & Ian Preston, 2003. "The Local Labour Market Effects of Immigration in the UK," Royal Economic Society Annual Conference 2003 70, Royal Economic Society.
    17. Michel Beine & Fréderic Docquier & Hillel Rapoport, 2008. "Brain Drain and Human Capital Formation in Developing Countries: Winners and Losers," Economic Journal, Royal Economic Society, vol. 118(528), pages 631-652, April.
    18. Bhagwati, Jagdish & Hamada, Koichi, 1974. "The brain drain, international integration of markets for professionals and unemployment : A theoretical analysis," Journal of Development Economics, Elsevier, vol. 1(1), pages 19-42, April.
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    More about this item

    Keywords

    Financial crisis; Human capital; Migration; Macroeconomics; Non-parametric statistics;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends, Macroeconomic Effects, and Forecasts
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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