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The Diaspora And Economic Development In Africa

Author

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  • Blaise Gnimassoun
  • C. John Anyanwu
Abstract
While the dominant collective belief asserts that brain drain is detrimental to the development of small economies, new studies hold the reverse view. This paper aims at studying the role of the African Diaspora in the economic development of Africa. It analyzes both the overall effect and the specific effect of emigration according to the level of education of emigrants. Then, through a deeper investigation, the paper analyzes the main channels through which the Diaspora influences economic development in Africa. The results show that the African Diaspora contributes positively, significantly and robustly to the improvement of real per capita income in Africa. These findings challenge the dominant collective belief since the higher the educational level of the emigrants, the greater the impact of the Diaspora on the level of economic development. Improvements in human capital, total factor productivity and democracy are effective transmission channels of this impact. Finally, the results show that while high-skilled emigrants have an overall greater impact on economic development and democracy, those with a low level of education contribute more to remittances to Africa. The establishment of an annual African Diaspora Summer School (ADSS) by the AfDB in partnership relevant international and regional stakeholders as a channel for the transfer of knowledge, technology and experience would further strengthen the role of the Diaspora in Africa’s economic development.

Suggested Citation

  • Blaise Gnimassoun & C. John Anyanwu, 2018. "The Diaspora And Economic Development In Africa," EconomiX Working Papers 2018-16, University of Paris Nanterre, EconomiX.
  • Handle: RePEc:drm:wpaper:2018-16
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    1. Ekrame Boubtane & Dramane Coulibaly & Christophe Rault, 2013. "Immigration, Growth, and Unemployment: Panel VAR Evidence from OECD Countries," LABOUR, CEIS, vol. 27(4), pages 399-420, December.
    2. 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.
    3. Chinn, Menzie David & Ito, Hiro, 2005. "What Matters for Financial Development? Capital Controls, Institutions, and Interactions," Santa Cruz Department of Economics, Working Paper Series qt5pv1j341, Department of Economics, UC Santa Cruz.
    4. Docquier, Frédéric & Lodigiani, Elisabetta & Rapoport, Hillel & Schiff, Maurice, 2016. "Emigration and democracy," Journal of Development Economics, Elsevier, vol. 120(C), pages 209-223.
    5. 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, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    6. Francesc Ortega & Giovanni Peri, 2009. "The Causes and Effects of International Migrations: Evidence from OECD Countries 1980-2005," NBER Working Papers 14833, National Bureau of Economic Research, Inc.
    7. Dramane Coulibaly & Blaise Gnimassoun & Valérie Mignon, 2018. "Growth-enhancing Effect of Openness to Trade and Migrations: What is the Effective Transmission Channel for Africa?," Journal of African Economies, Centre for the Study of African Economies, vol. 27(4), pages 369-404.
    8. Nathan Nunn & Diego Puga, 2012. "Ruggedness: The Blessing of Bad Geography in Africa," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 20-36, February.
    9. Andrei Shleifer & Florencio Lopez-de-Silanes & Rafael La Porta, 2008. "The Economic Consequences of Legal Origins," Journal of Economic Literature, American Economic Association, vol. 46(2), pages 285-332, June.
    10. Stark, Oded & Helmenstein, Christian & Prskawetz, Alexia, 1997. "A brain gain with a brain drain," Economics Letters, Elsevier, vol. 55(2), pages 227-234, August.
    11. Keith Head & Thierry Mayer, 2004. "Market Potential and the Location of Japanese Firms in the European Union," Post-Print hal-00267438, HAL.
    12. Calderon, Cesar & Liu, Lin, 2003. "The direction of causality between financial development and economic growth," Journal of Development Economics, Elsevier, vol. 72(1), pages 321-334, October.
    13. 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.
    14. 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.
    15. Alberto Alesina & Johann Harnoss & Hillel Rapoport, 2016. "Birthplace diversity and economic prosperity," Journal of Economic Growth, Springer, vol. 21(2), pages 101-138, June.
    16. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    17. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    18. Sanderson, Eleanor & Windmeijer, Frank, 2016. "A weak instrument F-test in linear IV models with multiple endogenous variables," Journal of Econometrics, Elsevier, vol. 190(2), pages 212-221.
    19. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    20. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    21. Irwin, Douglas A. & Tervio, Marko, 2002. "Does trade raise income?: Evidence from the twentieth century," Journal of International Economics, Elsevier, vol. 58(1), pages 1-18, October.
    22. Frédéric Docquier & Hillel Rapoport, 2012. "Globalization, Brain Drain, and Development," Journal of Economic Literature, American Economic Association, vol. 50(3), pages 681-730, September.
    23. Giuliano, Paola & Ruiz-Arranz, Marta, 2009. "Remittances, financial development, and growth," Journal of Development Economics, Elsevier, vol. 90(1), pages 144-152, September.
    24. 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.
    25. De Gregorio, Jose & Guidotti, Pablo E., 1995. "Financial development and economic growth," World Development, Elsevier, vol. 23(3), pages 433-448, March.
    26. Ms. Florence Jaumotte & Ksenia Koloskova & Ms. Sweta Chaman Saxena, 2016. "Impact of Migration on Income Levels in Advanced Economies," IMF Spillover Notes 2016/008, International Monetary Fund.
    27. 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.
    28. Keith Head & Thierry Mayer, 2004. "Market Potential and the Location of Japanese Investment in the European Union," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 959-972, November.
    29. Christopher Blattman & Jason Hwang & Jeffrey G. Williamson, 2003. "The Terms of Trade and Economic Growth in the Periphery 1870-1938," NBER Working Papers 9940, National Bureau of Economic Research, Inc.
    30. Riccardo Faini, 2007. "Remittances and the Brain Drain: Do More Skilled Migrants Remit More?," The World Bank Economic Review, World Bank, vol. 21(2), pages 177-191, May.
    31. Li, Xiaoying & Liu, Xiaming, 2005. "Foreign Direct Investment and Economic Growth: An Increasingly Endogenous Relationship," World Development, Elsevier, vol. 33(3), pages 393-407, March.
    32. Agrawal, Ajay & Kapur, Devesh & McHale, John & Oettl, Alexander, 2011. "Brain drain or brain bank? The impact of skilled emigration on poor-country innovation," Journal of Urban Economics, Elsevier, vol. 69(1), pages 43-55, January.
    33. Dollar, David & Kraay, Aart, 2003. "Institutions, trade, and growth : revisiting the evidence," Policy Research Working Paper Series 3004, The World Bank.
    34. Chinn, Menzie D. & Ito, Hiro, 2006. "What matters for financial development? Capital controls, institutions, and interactions," Journal of Development Economics, Elsevier, vol. 81(1), pages 163-192, October.
    35. Ortega, Francesc & Peri, Giovanni, 2009. "The Causes and Effects of International Labor Mobility: Evidence from OECD Countries 1980-2005," MPRA Paper 19183, University Library of Munich, Germany.
    36. Borensztein, E. & De Gregorio, J. & Lee, J-W., 1998. "How does foreign direct investment affect economic growth?1," Journal of International Economics, Elsevier, vol. 45(1), pages 115-135, June.
    37. William R. Kerr, 2008. "Ethnic Scientific Communities and International Technology Diffusion," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 518-537, August.
    38. Daron Acemoglu & Simon Johnson & James A. Robinson & Pierre Yared, 2008. "Income and Democracy," American Economic Review, American Economic Association, vol. 98(3), pages 808-842, June.
    39. Gallup, John & Sachs, Jeffrey, 1999. "Geography and Economic Development," Harvard Institute for International Development (HIID) Papers 294434, Harvard University, Kennedy School of Government.
    40. Alfaro, Laura & Chanda, Areendam & Kalemli-Ozcan, Sebnem & Sayek, Selin, 2004. "FDI and economic growth: the role of local financial markets," Journal of International Economics, Elsevier, vol. 64(1), pages 89-112, October.
    41. Ralph Chami & Connel Fullenkamp & Samir Jahjah, 2005. "Are Immigrant Remittance Flows a Source of Capital for Development?," IMF Staff Papers, Palgrave Macmillan, vol. 52(1), pages 55-81, April.
    42. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413, September.
    43. Robert J. Barro, 2013. "Education and Economic Growth," Annals of Economics and Finance, Society for AEF, vol. 14(2), pages 301-328, November.
    44. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    45. Gallup, J.L. & Sachs, J.D. & Mullinger, A., 1999. "Geography and Economic Development," Papers 1, Chicago - Graduate School of Business.
    46. 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..
    47. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    48. David H. Romer & Jeffrey A. Frankel, 1999. "Does Trade Cause Growth?," American Economic Review, American Economic Association, vol. 89(3), pages 379-399, June.
    49. 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.
    50. Thanh Le, 2009. "Trade, Remittances, Institutions, and Economic Growth," International Economic Journal, Taylor & Francis Journals, vol. 23(3), pages 391-408.
    51. Brooks,Robin & Razin,Assaf (ed.), 2005. "Social Security Reform," Cambridge Books, Cambridge University Press, number 9780521844956, September.
    52. 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.
    53. Baldwin, Robert E. & Winters, L. Alan (ed.), 2004. "Challenges to Globalization," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226036151, August.
    54. Jagdish N. Bhagwati, 1976. "Taxing the Brain Drain," Challenge, Taylor & Francis Journals, vol. 19(3), pages 34-38, July.
    55. Francesc Ortega & Giovanni Peri, 2009. "The Causes and Effects of International Migrations: Evidence from OECD Countries 1980-2005," NBER Working Papers 14833, National Bureau of Economic Research, Inc.
    56. 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.
    57. Simon Commander & Mari Kangasniemi & L. Alan Winters, 2004. "The Brain Drain: Curse or Boon? A Survey of the Literature," NBER Chapters, in: Challenges to Globalization: Analyzing the Economics, pages 235-272, National Bureau of Economic Research, Inc.
    58. Yoko Niimi & Caglar Ozden & Maurice Schiff, 2010. "Remittances and the Brain Drain: Skilled Migrants Do Remit Less," Annals of Economics and Statistics, GENES, issue 97-98, pages 123-141.
    59. Michel Beine & Frédéric Docquier & Hillel Rapoport, 2002. "Brain Drain and LDCs' Growth: Winners and Losers," Working Papers 2002-08, Bar-Ilan University, Department of Economics.
    60. repec:hal:wpspec:info:hdl:2441/10192 is not listed on IDEAS
    61. repec:hal:pseose:hal-01304131 is not listed on IDEAS
    62. John Luke Gallup & Jeffrey D. Sachs & Andrew Mellinger, 1999. "Geography and Economic Development," CID Working Papers 1, Center for International Development at Harvard University.
    63. Anderson, Dennis, 1990. "Investment and economic growth," World Development, Elsevier, vol. 18(8), pages 1057-1079, August.
    64. Dollar, David & Kraay, Aart, 2003. "Institutions, trade, and growth," Journal of Monetary Economics, Elsevier, vol. 50(1), pages 133-162, January.
    65. Catrinescu, Natalia & Leon-Ledesma, Miguel & Piracha, Matloob & Quillin, Bryce, 2009. "Remittances, Institutions, and Economic Growth," World Development, Elsevier, vol. 37(1), pages 81-92, January.
    66. Jeffrey D. Sachs, 2003. "Institutions Don't Rule: Direct Effects of Geography on Per Capita Income," NBER Working Papers 9490, National Bureau of Economic Research, Inc.
    67. Gallup, John L. & Sachs, Jeffrey D. & Mellinger, Andrew, "undated". "Geography and Economic Development," Instructional Stata datasets for econometrics geodata, Boston College Department of Economics.
    68. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    69. Santos Silva, J.M.C. & Tenreyro, Silvana, 2010. "On the existence of the maximum likelihood estimates in Poisson regression," Economics Letters, Elsevier, vol. 107(2), pages 310-312, May.
    70. Hillel Rapoport, 2010. "Le « brain drain » et son incidence sur les pays en développement," Regards croisés sur l'économie, La Découverte, vol. 0(2), pages 110-124.
    71. Hillel Rapoport, 2010. "Le « brain drain » et son incidence sur les pays en développement," Reflets et perspectives de la vie économique, De Boeck Université, vol. 0(2), pages 110-124.
    72. Freund, Caroline & Bolaky, Bineswaree, 2008. "Trade, regulations, and income," Journal of Development Economics, Elsevier, vol. 87(2), pages 309-321, October.
    73. Robert E. Baldwin & L. Alan Winters, 2004. "Challenges to Globalization: Analyzing the Economics," NBER Books, National Bureau of Economic Research, Inc, number bald04-1.
    74. repec:adr:anecst:y:2010:i:97-98:p:06 is not listed on IDEAS
    75. Noguer, Marta & Siscart, Marc, 2005. "Trade raises income: a precise and robust result," Journal of International Economics, Elsevier, vol. 65(2), pages 447-460, March.
    76. repec:hal:pseose:hal-01304133 is not listed on IDEAS
    77. Frederic DOCQUIER & Elisabetta LODIGIANI & Hillel RAPOPORT & Maurice SCHIFF, 2010. "Emigration and the quality of home country institutions," LIDAM Discussion Papers IRES 2010035, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    78. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    More about this item

    Keywords

    International migration; Economic development; Africa.;
    All these keywords.

    JEL classification:

    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • F63 - International Economics - - Economic Impacts of Globalization - - - Economic Development
    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa

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