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On the robustness of brain gain estimates

Author

Listed:
  • Michel Beine

    (University of Luxemburg and CES-Ifo)

  • Frederic Docquier

    (FNRS and IRES, Universite Catholique de Louvain)

  • Hillel Rapoport

    (Department of Economics, Bar-Ilan University, EQUIPPE (Universites de Lille), Universite Catholique de Louvain, CReAM and CEPREMAP)

Abstract

Recent theoretical studies suggest that migration prospects can raise the expected return to human capital and thus foster education investment at home or, in other words, induce a brain gain. In a recent paper (Beine, Docquier and Rapoport, Economic Journal, 2008) we used the Docquier and Marfouk (2006) data set on emigration rates by education level to examine the impact of brain drain migration on gross (pre-migration) human capital formation in developing countries. We found a positive effect of skilled migration prospects on human capital growth in a cross-section of 127 developing countries, with an elasticity of about 5 percent. In this paper we assess the robustness of our results to the use of alternative brain drain measures, definitions of human capital, and functional forms. We find that the results hold using the Beine et al. (2007) alternative brain drain measures controlling for whether migrants acquired their skills in the home or in the host country. We also regress other indicators of human capital investment on skilled migration rates and find a positive effect on youth literacy while the effect on school enrolment depends on the exact specification chosen.

Suggested Citation

  • Michel Beine & Frederic Docquier & Hillel Rapoport, 2009. "On the robustness of brain gain estimates," RF Berlin - CReAM Discussion Paper Series 0917, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
  • Handle: RePEc:crm:wpaper:0917
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    References listed on IDEAS

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    1. Docquier, Frederic & Rapoport, Hillel, 2004. "Skilled migration: the perspective of developing countries," Policy Research Working Paper Series 3382, The World Bank.
    2. Frédéric Docquier & Hillel Rapoport, 2003. "Endogenous discrimination, migration prospects and the protection of ethnic minorities," Annals of Economics and Statistics, GENES, issue 71-72, pages 19-78.
    3. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, Oxford University Press, vol. 114(1), pages 83-116.
    4. Stark, Oded & Helmenstein, Christian & Prskawetz, Alexia, 1997. "A brain gain with a brain drain," Economics Letters, Elsevier, vol. 55(2), pages 227-234, August.
    5. Ravi Kanbur & Hillel Rapoport, 2005. "Migration selectivity and the evolution of spatial inequality," Journal of Economic Geography, Oxford University Press, vol. 5(1), pages 43-57, January.
    6. 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.
    7. Robert J. Barro, 2013. "Inflation and Economic Growth," Annals of Economics and Finance, Society for AEF, vol. 14(1), pages 121-144, May.
    8. Docquier, Frederic & Rapoport, Hillel, 2003. "Ethnic discrimination and the migration of skilled labor," Journal of Development Economics, Elsevier, vol. 70(1), pages 159-172, February.
    9. Martin, Philippe & Rogers, Carol Ann, 1997. "Stabilization Policy, Learning-by-Doing, and Economic Growth," Oxford Economic Papers, Oxford University Press, vol. 49(2), pages 152-166, April.
    10. William Easterly & Ross Levine, 1997. "Africa's Growth Tragedy: Policies and Ethnic Divisions," The Quarterly Journal of Economics, Oxford University Press, vol. 112(4), pages 1203-1250.
    11. Michel Beine & Frédéric Docquier & Hillel Rapoport, 2007. "Measuring International Skilled Migration: A New Database Controlling for Age of Entry," The World Bank Economic Review, World Bank Group, vol. 21(2), pages 249-254, June.
    12. Kaivan Munshi, 2003. "Networks in the Modern Economy: Mexican Migrants in the U. S. Labor Market," The Quarterly Journal of Economics, Oxford University Press, vol. 118(2), pages 549-599.
    13. World Bank, 2005. "World Development Indicators 2005," World Bank Publications - Books, The World Bank Group, number 12426, December.
    14. Riccardo Faini, 2003. "The Brain Drain: an Unmitigated Blessing?," Development Working Papers 173, Centro Studi Luca d'Agliano, University of Milano.
    15. Stark, Oded & Helmenstein, Christian & Prskawetz, Alexia, 1998. "Human capital depletion, human capital formation, and migration: a blessing or a "curse"?," Economics Letters, Elsevier, vol. 60(3), pages 363-367, September.
    16. Rapoport, Hillel & Docquier, Frederic, 2006. "The Economics of Migrants' Remittances," Handbook on the Economics of Giving, Reciprocity and Altruism, in: S. Kolm & Jean Mercier Ythier (ed.), Handbook of the Economics of Giving, Altruism and Reciprocity, edition 1, volume 1, chapter 17, pages 1135-1198, Elsevier.
    17. Barro, Robert J & Lee, Jong-Wha, 2001. "International Data on Educational Attainment: Updates and Implications," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 541-563, July.
    18. Klenow, Peter J. & Rodriguez-Clare, Andres, 2005. "Externalities and Growth," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 11, pages 817-861, Elsevier.
    19. Xavier Sala-I-Martin, 1997. "Transfers, Social Safety Nets, and Economic Growth," IMF Staff Papers, Palgrave Macmillan, vol. 44(1), pages 81-102, March.
    20. repec:adr:anecst:y:2003:i:71-72:p:03 is not listed on IDEAS
    21. repec:wbk:wbpubs:12425 is not listed on IDEAS
    22. Carrington, William J & Detragiache, Enrica & Vishwanath, Tara, 1996. "Migration with Endogenous Moving Costs," American Economic Review, American Economic Association, vol. 86(4), pages 909-930, September.
    23. Frederic Docquier & Hillel Rapoport, 1999. "Fuite des cerveaux et formation de capital humain," Economie Internationale, CEPII research center, issue 79, pages 63-72.
    24. Beine, Michel & Docquier, Frederic & Rapoport, Hillel, 2001. "Brain drain and economic growth: theory and evidence," Journal of Development Economics, Elsevier, vol. 64(1), pages 275-289, February.
    25. Abigail Barr, 1995. "The missing factor: entrepreneurial networks, enterprises and economic growth in Ghana," CSAE Working Paper Series 1995-11, Centre for the Study of African Economies, University of Oxford.
    26. Mr. William Carrington & Ms. Enrica Detragiache, 1998. "How Big is the Brain Drain?," IMF Working Papers 1998/102, International Monetary Fund.
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    Cited by:

    1. Viola von Berlepsch & Andrés Rodríguez-Pose & Neil Lee, 2019. "A woman’s touch? Female migration and economic development in the United States," Regional Studies, Taylor & Francis Journals, vol. 53(1), pages 131-145, January.
    2. Calvin Z. Djiofack & Eric W. Djimeu & Matthieu Boussichas, 2014. "Editor's choice Impact of Qualified Worker Emigration on Poverty: A Macro–Micro-Simulation Approach for an African Economy," Journal of African Economies, Centre for the Study of African Economies (CSAE), vol. 23(1), pages 1-52.
    3. Docquier, Frédéric & Lodigiani, Elisabetta & Rapoport, Hillel & Schiff, Maurice, 2016. "Emigration and democracy," Journal of Development Economics, Elsevier, vol. 120(C), pages 209-223.
    4. Cécily Defoort & Carine Drapier, 2012. "Immigration and its dependence on the welfare system: the case of France," Working Papers hal-00995293, HAL.
    5. Valsecchi, Michele & Durante, Ruben, 2021. "Internal migration networks and mortality in home communities: Evidence from Italy during the Covid-19 pandemic," European Economic Review, Elsevier, vol. 140(C).
    6. Di Maria, Corrado & Lazarova, Emiliya A., 2012. "Migration, Human Capital Formation, and Growth: An Empirical Investigation," World Development, Elsevier, vol. 40(5), pages 938-955.
    7. Frédéric Docquier & Hillel Rapoport, 2012. "Globalization, Brain Drain, and Development," Journal of Economic Literature, American Economic Association, vol. 50(3), pages 681-730, September.
    8. Slobodan Djajić & Michael S. Michael, 2014. "International Migration of Skilled Workers with Endogenous Policies," IHEID Working Papers 09-2014, Economics Section, The Graduate Institute of International Studies.
    9. Berlinschi, Ruxanda & Schokkaert, Jeroen & Swinnen, Johan, 2013. "When drains and gains coincide: Migration and international football performance," Labour Economics, Elsevier, vol. 21(C), pages 1-14.
    10. Edoardo FERRUCCI & Francesco LISSONI & Ernest MIGUELEZ, 2020. "Coming from afar and picking a man’s job:Women immigrant inventors in the United States," Bordeaux Economics Working Papers 2020-01, Bordeaux School of Economics (BSE).
    11. Rodríguez-Pose, Andrés & Von Berlepsch, Viola & Lee, Neil, 2018. "A woman’s touch? Female migration and economic development in the United States," CEPR Discussion Papers 12878, C.E.P.R. Discussion Papers.
    12. Ahmed, S. Amer & Go, Delfin S & Willenbockel, Dirk, 2016. "Global Migration Revisited: Short-term Pains, Long-term Gains, and the Potential for South-South Migration," Conference papers 332700, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    13. Antwi, James & Phillips, David C., 2013. "Wages and health worker retention: Evidence from public sector wage reforms in Ghana," Journal of Development Economics, Elsevier, vol. 102(C), pages 101-115.
    14. Chiara Falco, 2015. "Education and migration: empirical evidence from Ecuador," Working Papers 297, University of Milano-Bicocca, Department of Economics, revised Mar 2015.
    15. Yao Pan, 2017. "The Impact of Removing Selective Migration Restrictions on Education: Evidence from China," Journal of Human Resources, University of Wisconsin Press, vol. 52(3), pages 859-885.
    16. Driouchi, Ahmed & Kadiri, Molk, 2010. "Emigration of Skilled Labor under Risk Aversion: The Case of Medical Doctors from Middle Eastern and North African Economies," MPRA Paper 22810, University Library of Munich, Germany, revised 20 May 2010.
    17. Shyam Gouri Suresh, 2015. "The Aggregate and Distributional Effects of Migration Policies: A Multifaceted Analysis," Working Papers 15-01, Davidson College, Department of Economics.
    18. Mountford, Andrew & Rapoport, Hillel, 2011. "The brain drain and the world distribution of income," Journal of Development Economics, Elsevier, vol. 95(1), pages 4-17, May.
    19. Zhang, Yi & Matz, Julia Anna, 2017. "On the train to brain gain in rural China," Discussion Papers 252443, University of Bonn, Center for Development Research (ZEF).
    20. Cismas Laura Mariana & Miculescu Andra & Otil Maria, 2017. "Human Capital and Its Influence on Sustained Economic Growth in Romania," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(4), pages 35-55.

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    JEL classification:

    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration

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