The International Movements of Capital and Labour: A Study of Foreign Direct Investment and Migration Flows
Objective: The study seeks to analyse the interaction of foreign direct investment, emigration, and immigration before and after the great economic recession.
Research Design & Methods: We used the Linear Mixed Model (LMM) to analyse interaction of foreign direct in-vestment (FDI), emigration, and immigration for 112 countries with which Spain has closely interconnected migratory and investment chains, and we focused on the analy-sis of both the pre-crisis 1998-2007 and post-crisis 2008-2016 periods.
Findings: The results show that the higher number of immigrants in Spain is related to an overall higher Spanish FDI flows toward the immigrants’ origin countries. This relation between migration and FDI might be sustained in the long run as opposed to what was often raised in classical approaches. In fact, migration and FDI act like two sides of the same coin.
Implications & Recommendations: Based on our results, we propose more proactive migration policies that support inte-gration in host countries, migrants’ return to home countries, and also trade agree-ments as an instrument that endorses selective FDI flow to more productive and criti-cal sectors in home countries. Moreover, our results show that lower FDI is usually associated with a higher volume of emigration from Spain.
Contribution & Value Added: In a sense, FDI and migration may be considered a risk aversion strategy.
emigration; immigration; foreign direct investment; linear mixed model
Aroca, P., & Maloney, W. (2005). Migration, Trade, and Foreign Direct Investment in Mexico. World Bank Economic Review, 19(3), 449-472. https://doi.org/10.1093/wber/lhi017
Aubry, A., Kuglerb, M., & Rapoport, H. (2012). Migration, FDI and the Margins of Trade, Migration. International Capital Flows and Economic Development. Boston University: Harvard University.
Bijak, J. (2010). Forecasting international migration in Europe: a Bayesian view. The Springer Series on Demographic Methods and Population Analysis. SpringerScience+Business Media B.V, 24.
Breitenfellner, A., & Cuaresma, J. (2008). The Impact of EU Enlargement in 2004 and 2007 on FDI and Migration Flows Gravity Analysis of Factor Mobility. Monetary Policy and the Economy, Oesterreichische Nationalbank (Austrian Central Bank), 2(8), 101-120.
Buch, C., Kleinert, J., & Toubal, F. (2006). Where Enterprises Lead, People Follow? Links between Migration and German FDI. European Economic Review, 50(8), 2017-2036.
Burda, M. (2004). Factor Reallocation in Eastern Germany after Reunification. The American Eco-nomic Review, 96(2), 368-374. https://doi.org/10.1257/000282806777211748
Burns, A., & Mohapatra, S. (2008). International Migration and Technological Progress. World Bank, Washington, DC: World Bank.
Castles, S., & Miller, M.J. (2009). The Age of Migration: International Population Movements in the Modern World. Basingstoke: Palgrave Macmillan (4th edition).
Clark, J., & Pearson, D. (2007). Economic freedom, entrepreneurship, migration and economic growth. Clarion Business and Economic Review, 6(2), 10-23.
Combes, J., Kinda, T., & Plane, P. (2005). Capital Flows, Exchange Rate Flexibility, and the Real Exchange Rate. IMF Working Paper, 11, 1-34.
Comolli, P. (2018). Correction to: Migration, FDI, and Welfare. Atlantic Economic Journal, 46(3), 355--355. https://doi.org/10.1007/s11293-018-9579-5
Cuadros, A., Martín-Montaner, J., & Paniagua, J. (2016). Homeward bound FDI: Are
migrants a bridge over troubled finance? Economic Modelling, 58, 454-465. https://doi.org/10.1016/j.econmod.2016.05.021
D’Agosto, E., Solferino, N., & Tria, G. (2006). The Migration and FDI Puzzle: Complements or Substi-tutes? Centre for Economic and International Studies Working Paper No 76, Rome.
Datainvex. (2018). Statistic of Spanish foreign direct investment, Ministry of Economy and Finance of Spain. Retrieved from http://datainvex.comercio.es/ on December 12, 2018.
De Haas, H. (2010). Migration and Development: A Theoretical Perspective. International Migration Review, 44, 227-264. https://doi.org/10.1111/j.1747-7379.2009.00804.x
De Simone, G., & Manchin, M. (2012). Outward migration and inward FDI: factor mobility between eastern and western Europe. Review of International Economics, 20(3), 600-615. https://doi.org/10.1111/j.1467-9396.2012.01041.x
Dicken, P. (2003). Global Shift: Reshaping the Global Economic Map in the 21st Century. London: Sage.
Docquier, F., & Lodigiani, E. (2010). Skilled migration and business networks. Open Economies Review, 21(4), 565-588.
Eurostat. (2019). Foreign direct investments. Retrieved from https://ec.europa.eu/eurostat/web/structural-business-statistics/global-value-chains/fdi on February 13, 2019.
Flisi, S., & Murat, M. (2011). The hub continent. Immigrant networks, emigrant diasporas and FDI. The Journal of Socio-Economics, 40, 796-805. https://doi.org/10.1016/j.socec.2011.08.025
Gandolfi, D., Halliday, T., & Robertson, R. (2017). Trade, FDI, migration, and the place premium: Mexico and the United States. Review of World Economics, 153(1), 1-37.
Gardiner, J., Luo, Z., & Lee A. (2009). Fixed effects, random effects and GEE: What are the differ-ences? Statistics in Medicine, 28, 221-239. https://doi.org/10.1002/sim.3478
Gheasi, M., Nijkamp, P., & Rietveld, P., (2013). Migration and foreign direct investment: education matters. Annals of Regional Science, 51(1), 73-87.
Gould, D.M. (1994). Immigrant Links to the Home Country: Empirical Implications for U.S. Bilateral Trade Flows. Review of Economics and Statistics, 76, 302-316.
Grogger, J., & Hanson, G. (2011). Income maximization and the selection and sorting of interna-tional migrants. Journal of Development Economics, 95(1), 42-57.
Hawthorne, L. (2010). How Valuable is “Two-Step Migration”? Labour Market Outcomes for Inter-national Student Migrants to Australia Asian and Pacific. Migration Journal, 19(1), 5-36.
INE. (2018). Migration statistics (2018), National Statistics of Spain. Retrieved from www.ine.eson on November 11, 2018.
Javorcik, B., Özdenc, Ç., Spatareanud, M., & Neaguc, C. (2011). Migrant networks and
foreign direct investment. Journal of Development Economics, 94(2), 231-241. https://doi.org/10.1016/j.jdeveco.2010.01.012
Jayet, H., & Marchal, L. (2016). Migration and FDI: Reconciling the standard trade theory with empirical evidence. Economic Modelling, 59, 46-66. https://doi.org/10.1016/j.econmod.2016.06.019
Kurekova, L. (2011). Theories of migration: Conceptual review and empirical testing in the context of the EU East-West flows, in Interdisciplinary conference on Migration. Economic Change, Social Challenge, April 6-9, University College, London: Central European University.
Le, T., & Tran-Nam, B. (2018). Relative costs and FDI: Why did Vietnam forge so far ahead? Eco-nomic Analysis and Policy, 59, 1-13. https://doi.org/10.1016/j.eap.2018.02.004
Malan, F.A. (2015). Complementarity between FDI and migration: Using the fall of the Berlin Wall as
a natural experiment. IFAC-PapersOnLine, 48(24), 201-206.
Mallampally, P., & Sauvant, K.P. (1999). Foreign Direct Investment in Developing Countries Finance and Development. Finance and Development, 36, 34-37. https://doi.org/10.1080/00220389708422501
Markusen, J. (1983). Factor Movements and Commodity Trade as Complements. Journal of Interna-tional Economics, 14(3-4), 341-356. https://doi.org/10.1016/0022-1996(83)90009-0
Massey, D.S., Arango, J., Hugo, G., Kouaouci, A., Pellegrino, A., & Taylor, J.E. (1993). Theories of International Migration: A Review and Appraisal. Population and Development Review, 19(3), 431-466.
Metelski, D., & Mihi-Ramírez, A. (2015). The Economic Impact of Remittances and Foreign Trade on Migration. Granger-Causality approach. Inzinerine Ekonomika-Engineering Economics, 26(4), 364-372. https://doi.org/10.5755/j01.ee.26.4.12464
Mihi-Ramirez, A. (2013). The New Migration Flow an Analysis of Economic Factors of Poland and Spain, Journal Equilibrium. Quarterly Journal of Economics and Economic Policy, 8(2), 117-127. https://doi.org/10.12775/EQUIL.2013.009
Mundell, R. (1957). International Trade and Factor Mobility. The American Economic Review, 47(3), 321-335.
Munemo, J. (2017). Foreign direct investment and business start-up in developing countries: The role of financial market development. The Quarterly Review of Economics and Finance, 65, 97-106. https://doi.org/10.1016/j.qref.2016.08.010
Phyo, E.E., Goto, H., & Kakinaka, M. (2019). International migration, foreign direct investment, and development stage in developing economies. Review of Development Economics, 23(2), 940-956. https://doi.org/10.1111/rode.12577
Portes, A. (1997). Immigration Theory for a New Century: Some Problems and Opportunities. Inter-national Migration Review, 31, 799-825.
Portes, A., & Borocz, J. (1989). Contemporary Immigration: Theoretical Perspectives on its Deter-minants and Modes of Incorporation. International Migration Review, 23(3), 606-630. https://doi.org/10.1177%2F019791838902300311
R Core Team. (2017). R: A language and environment for statistical computing. R Foundation for Statistical Computing: Vienna, Austria. http://www.R-project.org/.
Russell, S., & Teitelbaum, M. S. (1992). International migration and international trade, No WDP 160, Washington, D.C.: World Bank discussion papers.
Sanderson, M., & Kentor, J. (2008). Foreign Direct Investment and International Migration: A Cross-National Analysis of Less-Developed Countries. International Sociology, 23, 1985-2000. https://doi.org/10.1177%2F0268580908090726
Sauvant, K.P., Mallampally, P., & Economou, P. (1993). Foreign Direct Investment and International Migration. Transnational Corporations, 2, 33-69.
Schiff, M. (1994). How trade, aid and remittances affect international migration. Policy Research Working Paper, The World Bank International Economics Department, International Trade Di-vision, November.
Sell, R., & DeJong, G. (1978). Towards a Motivational Theory of Migration Decision Making. Journal of Population, 1(4), 313-335.
Tanaka, A. (2017). Foreign direct investment and temporary workers in Japan. Journal of Asian Economics, 48, 87-99. https://doi.org/10.1016/j.asieco.2016.10.004
Tomohara, A. (2017). Does immigration crowd out foreign direct investment inflows? Tradeoff between contemporaneous FDI-immigration substitution and ethnic network externalities. Economic Modelling, 64, 40-47. https://doi.org/10.1016/j.econmod.2017.03.008
UNCTAD. (2005). Major FDI Indicators, Geneva: UNCTAD. Retrieved on December 13, 2018.
Wallerstein, I. (1974). The Modern World System. Capitalist Agriculture and the Origins of the Euro-pean World Economy in the 16th Century. New York: Academic Press.
Wang, M., Wong, S.M.C., & Granato, J. (2013). The effect of foreign direct investment on interna-tional migration: does education matter? The World Economy, 36(5), 537-562.
West, B.T., Welch, K.B., & Galecki, A.T. (2007). Linear Mixed Models. A practical Guide Using Statis-tical Software: Chapman & Hall/CRC.
Xu, X., & Sylwester, K. (2016). The effects of foreign direct investment on emigration: The roles of FDI source country, education, and gender. Economic Modelling, 55, 401-409. https://doi.org/10.1016/j.econmod.2016.03.001
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