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Brain drain, informality and inequality: A search-and-matching model for sub-Saharan Africa

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  • Docquier, Frédéric
  • Iftikhar, Zainab

Abstract

This paper revisits the effect of brain drain on development and inequality using a two-sector model with formal and informal labor markets. Contrary to existing studies, we use a search-and-matching setting that allows to endogenize the employment structure and the wage differentials between different skill groups in the same sector, and between workers with identical skills employed in different sectors. Theoretically, the brain drain induces ambiguous welfare effects for those left behind as the potential loss/gain depends on the parameters of the model. We thus parameterize our model on 33 sub-Saharan African countries and produce comparative results for each of them. We find that skilled emigration induces heterogeneous welfare losses for the low-skilled population. The size of these losses varies between 0.2 and 8%, and is influenced by the parameters of the production and education technologies. The results are fairly robust to identifying assumptions, to the inclusion of technological externalities, and to the endogenization of training decisions.

Suggested Citation

  • Docquier, Frédéric & Iftikhar, Zainab, 2019. "Brain drain, informality and inequality: A search-and-matching model for sub-Saharan Africa," Journal of International Economics, Elsevier, vol. 120(C), pages 109-125.
  • Handle: RePEc:eee:inecon:v:120:y:2019:i:c:p:109-125
    DOI: 10.1016/j.jinteco.2019.05.003
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    as
    1. David Croix & Frédéric Docquier, 2012. "Do brain drain and poverty result from coordination failures?," Journal of Economic Growth, Springer, vol. 17(1), pages 1-26, March.
    2. Batista, Catia & Lacuesta, Aitor & Vicente, Pedro C., 2012. "Testing the ‘brain gain’ hypothesis: Micro evidence from Cape Verde," Journal of Development Economics, Elsevier, vol. 97(1), pages 32-45.
    3. Gianmarco I. P. Ottaviano & Giovanni Peri, 2021. "Rethinking The Effect Of Immigration On Wages," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 9, pages 245-290, World Scientific Publishing Co. Pte. Ltd..
    4. Gabriel J. Felbermayr & Benjamin Jung & Farid Toubal, 2010. "Ethnic Networks, Information, and International Trade: Revisiting the Evidence," Annals of Economics and Statistics, GENES, issue 97-98, pages 41-70.
    5. Schneider, Friedrich, 2005. "Shadow economies around the world: what do we really know?," European Journal of Political Economy, Elsevier, vol. 21(3), pages 598-642, September.
    6. Panu Poutvaara, 2008. "Public and Private Education in an Integrated Europe: Studying to Migrate and Teaching to Stay?," Scandinavian Journal of Economics, Wiley Blackwell, vol. 110(3), pages 591-608, September.
    7. Slobodan DJADJIC & Frédéric DOCQUIER & Michael S. MICHAEL, 2019. "Optimal Education Policy and Human Capital Accumulation in the Context of Brain Drain," JODE - Journal of Demographic Economics, Cambridge University Press, vol. 85(4), pages 271-303, December.
    8. Docquier, Frédéric & Faye, Ousmane & Pestieau, Pierre, 2008. "Is migration a good substitute for education subsidies?," Journal of Development Economics, Elsevier, vol. 86(2), pages 263-276, June.
    9. Arnab K. Basu & Nancy H. Chau & Zahra Siddique, 2012. "Chapter 1 Tax Evasion, Minimum Wage Noncompliance, and Informality," Research in Labor Economics, in: Informal Employment in Emerging and Transition Economies, pages 1-53, Emerald Group Publishing Limited.
    10. Christopher Parsons & Pierre‐Louis Vézina, 2018. "Migrant Networks and Trade: The Vietnamese Boat People as a Natural Experiment," Economic Journal, Royal Economic Society, vol. 128(612), pages 210-234, July.
    11. Áureo De Paula & José A. Scheinkman, 2011. "The Informal Sector: An Equilibrium Model And Some Empirical Evidence From Brazil," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57, pages 8-26, May.
    12. Frédéric Docquier & Tobias Müller & Joaquín Naval, 2017. "Informality and Long‐Run Growth," Scandinavian Journal of Economics, Wiley Blackwell, vol. 119(4), pages 1040-1085, October.
    13. Aubry, Amandine & Burzyński, Michał & Docquier, Frédéric, 2016. "The welfare impact of global migration in OECD countries," Journal of International Economics, Elsevier, vol. 101(C), pages 1-21.
    14. Michael A. Clemens, 2016. "Losing our minds? New research directions on skilled emigration and development," International Journal of Manpower, Emerald Group Publishing Limited, vol. 37(7), pages 1227-1248, October.
    15. Francesc Ortega & Giovanni Peri, 2016. "Openness and income: The roles of trade and migration," World Scientific Book Chapters, in: The Economics of International Migration, chapter 10, pages 309-329, World Scientific Publishing Co. Pte. Ltd..
    16. Margolis, David N. & Navarro, Lucas & Robalino, David A., 2012. "Unemployment Insurance, Job Search and Informal Employment," IZA Discussion Papers 6660, Institute of Labor Economics (IZA).
    17. Dilip Mookherjee & Debraj Ray, 2003. "Persistent Inequality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 369-393.
    18. 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.
    19. Justman, Moshe & Thisse, Jacques-Francois, 1997. "Implications of the mobility of skilled labor for local public funding of higher education," Economics Letters, Elsevier, vol. 55(3), pages 409-412, September.
    20. James Feyrer, 2019. "Trade and Income—Exploiting Time Series in Geography," American Economic Journal: Applied Economics, American Economic Association, vol. 11(4), pages 1-35, October.
    21. Frédéric Docquier & Hillel Rapoport, 2012. "Globalization, Brain Drain, and Development," Journal of Economic Literature, American Economic Association, vol. 50(3), pages 681-730, September.
    22. Milan Vodopivec, 2013. "Introducing unemployment insurance to developing countries," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-23, December.
    23. Paul Krugman, 1991. "History versus Expectations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 651-667.
    24. Murphy, Kevin M & Shleifer, Andrei & Vishny, Robert W, 1989. "Industrialization and the Big Push," Journal of Political Economy, University of Chicago Press, vol. 97(5), pages 1003-1026, October.
    25. Olivier Charlot & Franck Malherbet & Mustafa Ulus, 2016. "Unemployment Compensation and the Allocation of Labor in Developing Countries," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 18(3), pages 385-416, June.
    26. Enrico Moretti, 2004. "Workers' Education, Spillovers, and Productivity: Evidence from Plant-Level Production Functions," American Economic Review, American Economic Association, vol. 94(3), pages 656-690, June.
    27. Moreno-Galbis, Eva & Tritah, Ahmed, 2016. "The effects of immigration in frictional labor markets: Theory and empirical evidence from EU countries," European Economic Review, Elsevier, vol. 84(C), pages 76-98.
    28. Kevin M. Murphy & Andrei Shleifer & Robert W. Vishny, 1991. "The Allocation of Talent: Implications for Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 503-530.
    29. Arnab K. Basu & Nancy H. Chau & Ravi Kanbur, 2015. "Contractual Dualism, Market Power and Informality," Economic Journal, Royal Economic Society, vol. 125(589), pages 1534-1573, December.
    30. World Bank, 2016. "World Development Indicators 2016," World Bank Publications - Books, The World Bank Group, number 23969, December.
    31. Iranzo, Susana & Peri, Giovanni, 2009. "Migration and trade: Theory with an application to the Eastern-Western European integration," Journal of International Economics, Elsevier, vol. 79(1), pages 1-19, September.
    32. 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.
    33. Michele Battisti & Gabriel Felbermayr & Giovanni Peri & Panu Poutvaara, 2018. "Immigration, Search and Redistribution: A Quantitative Assessment of Native Welfare," Journal of the European Economic Association, European Economic Association, vol. 16(4), pages 1137-1188.
    34. Stark, Oded & Wang, Yong, 2002. "Inducing human capital formation: migration as a substitute for subsidies," Journal of Public Economics, Elsevier, vol. 86(1), pages 29-46, October.
    35. Gibson, John & McKenzie, David, 2011. "The microeconomic determinants of emigration and return migration of the best and brightest: Evidence from the Pacific," Journal of Development Economics, Elsevier, vol. 95(1), pages 18-29, May.
    36. Christopher A. Pissarides, 2000. "Equilibrium Unemployment Theory, 2nd Edition," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262161877, December.
    37. Bhagwati, Jagdish & Rodriguez, Carlos, 1975. "Welfare-theoretical analyses of the brain drain," Journal of Development Economics, Elsevier, vol. 2(3), pages 195-221, September.
    38. Kremer, Michael & Chen, Daniel L, 2002. "Income Distribution Dynamics with Endogenous Fertility," Journal of Economic Growth, Springer, vol. 7(3), pages 227-258, September.
    39. Áureo de Paula & Jose A. Scheinkman, 2010. "Value-Added Taxes, Chain Effects, and Informality," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(4), pages 195-221, October.
    40. Stark, Oded & Wang, Yong, 2002. "Inducing human capital formation: migration as a substitute for subsidies," Journal of Public Economics, Elsevier, vol. 86(1), pages 29-46, October.
    41. Caselli, Francesco & Ciccone, Antonio, 2013. "The contribution of schooling in development accounting: Results from a nonparametric upper bound," Journal of Development Economics, Elsevier, vol. 104(C), pages 199-211.
    42. 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.
    43. Javorcik, Beata S. & Özden, Çaglar & Spatareanu, Mariana & Neagu, Cristina, 2011. "Migrant networks and foreign direct investment," Journal of Development Economics, Elsevier, vol. 94(2), pages 231-241, March.
    44. Klein, Paul & Ventura, Gustavo, 2009. "Productivity differences and the dynamic effects of labor movements," Journal of Monetary Economics, Elsevier, vol. 56(8), pages 1059-1073, November.
    45. Artuc, Erhan & Docquier, Frédéric & Özden, Çaglar & Parsons, Christopher, 2015. "A Global Assessment of Human Capital Mobility: The Role of Non-OECD Destinations," World Development, Elsevier, vol. 65(C), pages 6-26.
    46. Schneider, Friedrich, 2014. "The Shadow Economy and Shadow Labor Force: A Survey of Recent Developments," IZA Discussion Papers 8278, Institute of Labor Economics (IZA).
    47. Moreno-Galbis, Eva & Tritah, Ahmed, 2016. "The effects of immigration in frictional labor markets: Theory and empirical evidence from EU countries," European Economic Review, Elsevier, vol. 84(C), pages 76-98.
    48. Eran Yashiv, 2000. "The Determinants of Equilibrium Unemployment," American Economic Review, American Economic Association, vol. 90(5), pages 1297-1322, December.
    49. David Robalino & Michael Weber, 2013. "Designing and implementing unemployment benefit systems in middle and low income countries: beyond risk-pooling vs savings," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-20, December.
    50. Zainab Iftikhar & Anna Zaharieva, 2019. "General equilibrium effects of immigration in Germany: Search and matching approach," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 31, pages 245-276, January.
    51. Satish Chand & Michael A. Clemens, 2008. "Skilled emigration and skill creation: A quasi-experiment," International and Development Economics Working Papers idec08-05, International and Development Economics.
    52. 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.
    53. Stark, Oded & Helmenstein, Christian & Prskawetz, Alexia, 1997. "A brain gain with a brain drain," Economics Letters, Elsevier, vol. 55(2), pages 227-234, August.
    54. Gong, Xiaodong & van Soest, Arthur, 2002. "Wage differentials and mobility in the urban labour market: a panel data analysis for Mexico," Labour Economics, Elsevier, vol. 9(4), pages 513-529, September.
    55. Nadeem U. Haque & Se-Jik Kim, 1995. "“Human Capital Flight”: Impact of Migration on Income and Growth," IMF Staff Papers, Palgrave Macmillan, vol. 42(3), pages 577-607, September.
    56. Larch, Mario & Anderson, James E. & Yotov, Yoto V., 2017. "Trade Liberalization, Growth, and FDI: A Structural Estimation Framework," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168071, Verein für Socialpolitik / German Economic Association.
    57. Michael Clemens, 2015. "Losing Our Minds? New Research Directions on Skilled Migration and Development - Working Paper 415," Working Papers 415, Center for Global Development.
    58. Slesh A. Shrestha, 2017. "No Man Left Behind: Effects of Emigration Prospects on Educational and Labour Outcomes of Non‐migrants," Economic Journal, Royal Economic Society, vol. 127(600), pages 495-521, March.
    59. Caroline Theoharides, 2018. "Manila to Malaysia, Quezon to Qatar: International Migration and Its Effects on Origin-Country Human Capital," Journal of Human Resources, University of Wisconsin Press, vol. 53(4), pages 1022-1049.
    60. Iranzo, Susana & Peri, Giovanni, 2009. "Migration and trade: Theory with an application to the Eastern-Western European integration," Journal of International Economics, Elsevier, vol. 79(1), pages 1-19, September.
    61. Mountford, Andrew, 1997. "Can a brain drain be good for growth in the source economy?," Journal of Development Economics, Elsevier, vol. 53(2), pages 287-303, August.
    62. Kugler, Maurice & Rapoport, Hillel, 2007. "International labor and capital flows: Complements or substitutes?," Economics Letters, Elsevier, vol. 94(2), pages 155-162, February.
    63. 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.
    64. Ortega, Javier, 2000. "Pareto-Improving Immigration in an Economy with Equilibrium Unemployment," Economic Journal, Royal Economic Society, vol. 110(460), pages 92-112, January.
    65. Acemoglu, Daron, 2001. "Good Jobs versus Bad Jobs," Journal of Labor Economics, University of Chicago Press, vol. 19(1), pages 1-21, January.
    66. Zenou, Yves, 2008. "Job search and mobility in developing countries. Theory and policy implications," Journal of Development Economics, Elsevier, vol. 86(2), pages 336-355, June.
    67. McCulloch, Rachel & Yellen, Janet L, 1977. "Factor Mobility, Regional Development, and the Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 85(1), pages 79-96, February.
    68. 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.
    69. Brezis, Elise S & Krugman, Paul R & Tsiddon, Daniel, 1993. "Leapfrogging in International Competition: A Theory of Cycles in National Technological Leadership," American Economic Review, American Economic Association, vol. 83(5), pages 1211-1219, December.
    70. Berry, R Albert & Soligo, Ronald, 1969. "Some Welfare Aspects of International Migration," Journal of Political Economy, University of Chicago Press, vol. 77(5), pages 778-794, Sept./Oct.
    71. Andri Chassamboulli & Theodore Palivos, 2014. "A Search‐Equilibrium Approach To The Effects Of Immigration On Labor Market Outcomes," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 55, pages 111-129, February.
    72. Dani Rodrik, 2013. "Unconditional Convergence in Manufacturing," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 165-204.
    73. repec:adr:anecst:y:2010:i:97-98:p:03 is not listed on IDEAS
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    More about this item

    Keywords

    Brain drain; Informality; Development; Inequality; Search and matching; Sub-Saharan Africa;
    All these keywords.

    JEL classification:

    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J46 - Labor and Demographic Economics - - Particular Labor Markets - - - Informal Labor Market
    • 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
    • O17 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements

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