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Pay and unemployment determinants of migration flows in the European Union

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  • António Afonso
  • José Alves
  • Krzysztof Beck

Abstract

We analyze the migration drivers within the European Union countries. For a set of 23 EU countries over the 1995-2019 period, we use Bayesian Model Averaging and quantile regression to assess notably the relevance of unemployment and earnings. We find that the existence of a common border increases the number of net migrants by 172 people per 1000 inhabitants. In addition, 1000 PPP Euro increase in the difference in net annual salaries increases net migration by approximately 50 and 42 people per 1000 inhabitants in a working age of both countries under uniform and binomial-beta model prior, respectively. Moreover, one percentage point increase in the difference in the unemployment rate is associated with an increase in net immigration by approximately 6 and 3 persons by 1000 inhabitants in both countries. These results are also corroborated with the quantile regression results. Hence, human capital inside the EU is moving in search of higher cross-country earnings.

Suggested Citation

  • António Afonso & José Alves & Krzysztof Beck, 2022. "Pay and unemployment determinants of migration flows in the European Union," Working Papers REM 2022/0251, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
  • Handle: RePEc:ise:remwps:wp02512022
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    1. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    2. David Dorn & Josef Zweimüller, 2021. "Migration and Labor Market Integration in Europe," Journal of Economic Perspectives, American Economic Association, vol. 35(2), pages 49-76, Spring.
    3. Winford H. Masanjala & Chris Papageorgiou, 2008. "Rough and lonely road to prosperity: a reexamination of the sources of growth in Africa using Bayesian model averaging," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(5), pages 671-682.
    4. Nicole B. Simpson, 2022. "Demographic and economic determinants of migration," IZA World of Labor, Institute of Labor Economics (IZA), pages 373-373, July.
    5. Pierfederico Asdrubali & Bent E. Sørensen & Oved Yosha, 1996. "Channels of Interstate Risk Sharing: United States 1963–1990," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(4), pages 1081-1110.
    6. Frederick Solt, 2020. "Measuring Income Inequality Across Countries and Over Time: The Standardized World Income Inequality Database," Social Science Quarterly, Southwestern Social Science Association, vol. 101(3), pages 1183-1199, May.
    7. Alícia Adserà & Mariola Pytliková, 2015. "The Role of Language in Shaping International Migration," Economic Journal, Royal Economic Society, vol. 125(586), pages 49-81, August.
    8. Afonso, António & Furceri, Davide, 2008. "EMU enlargement, stabilization costs and insurance mechanisms," Journal of International Money and Finance, Elsevier, vol. 27(2), pages 169-187, March.
    9. Krzysztof Beck, 2021. "Migration and business cycles: testing the OCA theory predictions in the European union," Applied Economics Letters, Taylor & Francis Journals, vol. 28(13), pages 1087-1091, July.
    10. Fernandez, Carmen & Ley, Eduardo & Steel, Mark F. J., 2001. "Benchmark priors for Bayesian model averaging," Journal of Econometrics, Elsevier, vol. 100(2), pages 381-427, February.
    11. Wido Geis & Silke Uebelmesser & Martin Werding, 2013. "How do Migrants Choose Their Destination Country? An Analysis of Institutional Determinants," Review of International Economics, Wiley Blackwell, vol. 21(5), pages 825-840, November.
    12. Pedersen, Peder J. & Pytlikova, Mariola & Smith, Nina, 2008. "Selection and network effects--Migration flows into OECD countries 1990-2000," European Economic Review, Elsevier, vol. 52(7), pages 1160-1186, October.
    13. Roel Jennissen, 2003. "Economic Determinants of Net International Migration in Western Europe," European Journal of Population, Springer;European Association for Population Studies, vol. 19(2), pages 171-198, June.
    14. Jennifer Jager & Kurt Hafner, 2013. "The optimum currency area theory and the EMU," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 48(5), pages 315-322, September.
    15. Anna Mayda, 2010. "International migration: a panel data analysis of the determinants of bilateral flows," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(4), pages 1249-1274, September.
    16. 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.
    17. Esposito, Piero & Collignon, Stefan & Scicchitano, Sergio, 2020. "The effect of immigration on unemployment in Europe: Does the core-periphery dualism matter?," Economic Modelling, Elsevier, vol. 84(C), pages 249-258.
    18. Xavier Sala-I-Martin & Gernot Doppelhofer & Ronald I. Miller, 2004. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," American Economic Review, American Economic Association, vol. 94(4), pages 813-835, September.
    19. Hugo Gallardo-Sejas & Salvador-Gil Pareja & Rafael Llorca-Vivero & Jose Martinez-Serrano, 2006. "Determinants of European immigration: a cross-country analysis," Applied Economics Letters, Taylor & Francis Journals, vol. 13(12), pages 769-773.
    20. Michael Landesmann & Sandra M. Leitner & Isilda Mara, 2015. "Intra-EU Mobility and Push and Pull Factors in EU Labour Markets: Estimating a Panel VAR Model," wiiw Working Papers 120, The Vienna Institute for International Economic Studies, wiiw.
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    More about this item

    Keywords

    Migration flows; Earnings; Unemployment; Bayesian Model Averaging; Quantile regression; EU;
    All these keywords.

    JEL classification:

    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • F15 - International Economics - - Trade - - - Economic Integration
    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration

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