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Anti-Migration as a Threat to Internationalization? A Review of the Migration-Internationalization Literature

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  • Hatzigeorgiou, Andreas
  • Lodefalk, Magnus

Abstract

Does anti-migration sentiment threaten internationalization? One major pro-Brexit argument was that it would enable more control over immigration. The most recent US presidential election also focused on immigration. Anti-migration sentiment could be a threat to internationalization, given that migrants can help lower the costs of internationalization. Since trade contributes to economic growth, this could, in turn, impede economic development. Despite extensive literature on the migration-trade nexus, there are few examples of policymakers highlighting the role of migration for internationalization. One possible explanation is the absence of an accessible survey of the available theory and evidence on this relationship, and this article intends to bridge the gap. We review and discuss over 100 papers published on the subject, from pioneering country-level studies to nascent firm-level studies that utilize employer-employee data. To our knowledge, this is the first paper offering a wide-ranging review of the different strands of theory on the relationship between migration and internationalization, as well as new empirical findings. Although the evidence suggests that migration can facilitate internationalization we also note substantial gaps and inconsistencies in the extant literature. The aim of this article is to encourage future research and assist policymakers in their efforts to promote internationalization.

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  • Hatzigeorgiou, Andreas & Lodefalk, Magnus, 2018. "Anti-Migration as a Threat to Internationalization? A Review of the Migration-Internationalization Literature," GLO Discussion Paper Series 287, Global Labor Organization (GLO).
  • Handle: RePEc:zbw:glodps:287
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    1. Martyn Andrews & Thorsten Schank & Richard Upward, 2017. "Do foreign workers reduce trade barriers? Microeconomic evidence," The World Economy, Wiley Blackwell, vol. 40(9), pages 1750-1774, September.
    2. Patricio Aroca & William F. Maloney, 2005. "Migration, Trade, and Foreign Direct Investment in Mexico," World Bank Economic Review, World Bank Group, vol. 19(3), pages 449-472.
    3. Andrew B. Bernard & Jonathan Eaton & J. Bradford Jensen & Samuel Kortum, 2003. "Plants and Productivity in International Trade," American Economic Review, American Economic Association, vol. 93(4), pages 1268-1290, September.
    4. Thomas Chaney, 2008. "Distorted Gravity: The Intensive and Extensive Margins of International Trade," American Economic Review, American Economic Association, vol. 98(4), pages 1707-1721, September.
    5. Roger White & Bedassa Tadesse, 2008. "Cultural Distance and the US Immigrant–Trade Link," The World Economy, Wiley Blackwell, vol. 31(8), pages 1078-1096, August.
    6. Mariya Aleksynska & Giovanni Peri, 2014. "Isolating the Network Effect of Immigrants on Trade," The World Economy, Wiley Blackwell, vol. 37(3), pages 434-455, March.
    7. Sanne Hiller, 2014. "The Export Promoting Effect of Emigration: Evidence from Denmark," Review of Development Economics, Wiley Blackwell, vol. 18(4), pages 693-708, November.
    8. Daniela Federici & Marilena Giannetti, 2010. "Temporary Migration and Foreign Direct Investment," Open Economies Review, Springer, vol. 21(2), pages 293-308, April.
    9. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    10. Pan-Long Tsai & Ching-Lung Tsay, 2008. "Outward foreign direct investment and inward international labor migration: substitutes or complements?," International Economic Journal, Taylor & Francis Journals, vol. 22(1), pages 127-139.
    11. José Vicente Blanes, 2010. "The link between immigration and trade in developing countries," Working Papers 10-07, Asociación Española de Economía y Finanzas Internacionales.
    12. Sofronis K. Clerides & Saul Lach & James R. Tybout, 1998. "Is Learning by Exporting Important? Micro-Dynamic Evidence from Colombia, Mexico, and Morocco," The Quarterly Journal of Economics, Oxford University Press, vol. 113(3), pages 903-947.
    13. 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.
    14. Giovanni Peri & Francisco Requena‐Silvente, 2010. "The trade creation effect of immigrants: evidence from the remarkable case of Spain," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 43(4), pages 1433-1459, November.
    15. Sourafel Girma & Zhihao Yu, 2002. "The link between immigration and trade: Evidence from the United Kingdom," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 138(1), pages 115-130, March.
    16. Carayol, Nicolas & Roux, Pascale, 2009. "Knowledge flows and the geography of networks: A strategic model of small world formation," Journal of Economic Behavior & Organization, Elsevier, vol. 71(2), pages 414-427, August.
    17. Katiuscia Vaccarini, 2014. "Psychic distance and FDI: the case of China," Working Papers 1403, c.MET-05 - Centro Interuniversitario di Economia Applicata alle Politiche per L'industria, lo Sviluppo locale e l'Internazionalizzazione.
    18. James R. MARKUSEN, 2021. "Factor Movements And Commodity Trade As Complements," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 15, pages 325-340, World Scientific Publishing Co. Pte. Ltd..
    19. Marion Jansen & Roberta Piermartini, 2009. "Temporary Migration and Bilateral Trade Flows," The World Economy, Wiley Blackwell, vol. 32(5), pages 735-753, May.
    20. Andrés Artal-Tur & Ahmed Farouk Ghoneim & Nicolas Peridy, 2015. "Proximity, trade and ethnic networks of migrants: case study for France and Egypt," International Journal of Manpower, Emerald Group Publishing, vol. 36(4), pages 619-648, July.
    21. Noel Gaston & Douglas R. Nelson, 2013. "Bridging Trade Theory And Labour Econometrics: The Effects Of International Migration," Journal of Economic Surveys, Wiley Blackwell, vol. 27(1), pages 98-139, February.
    22. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2007. "Comparative Advantage and Heterogeneous Firms," Review of Economic Studies, Oxford University Press, vol. 74(1), pages 31-66.
    23. Amaranta Melchor del Río & Susanne Thorwarth, 2009. "Tomatoes or tomato pickers? Free trade and migration between Mexico and the United States," Journal of Applied Economics, Universidad del CEMA, vol. 12, pages 109-135, May.
    24. Ulrich Kohli, 2002. "Migration and foreign trade: Further results," Journal of Population Economics, Springer;European Society for Population Economics, vol. 15(2), pages 381-387.
    25. Silvio Tai, 2009. "Market structure and the link between migration and trade," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(2), pages 225-249, July.
    26. Bergstrand, Jeffrey H, 1989. "The Generalized Gravity Equation, Monopolistic Competition, and the Factor-Proportions Theory in International Trade," The Review of Economics and Statistics, MIT Press, vol. 71(1), pages 143-153, February.
    27. Combes, Pierre-Philippe & Lafourcade, Miren & Mayer, Thierry, 2005. "The trade-creating effects of business and social networks: evidence from France," Journal of International Economics, Elsevier, vol. 66(1), pages 1-29, May.
    28. Pamina Koenig, 2009. "Immigration and the export decision to the home country," Working Papers halshs-00574972, HAL.
    29. Bhattacharya, Utpal & Groznik, Peter, 2008. "Melting pot or salad bowl: Some evidence from U.S. investments abroad," Journal of Financial Markets, Elsevier, vol. 11(3), pages 228-258, August.
    30. Wagner, Don & Head, Keith & Ries, John, 2002. "Immigration and the Trade of Provinces," Scottish Journal of Political Economy, Scottish Economic Society, vol. 49(5), pages 507-525, December.
    31. Marina Murat & Barbara Pistoresi, 2009. "Emigrant and immigrant networks in FDI," Applied Economics Letters, Taylor & Francis Journals, vol. 16(12), pages 1261-1264.
    32. Flisi, Sara & Murat, Marina, 2011. "The hub continent. Immigrant networks, emigrant diasporas and FDI," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(6), pages 796-805.
    33. James E. Rauch & Alessandra Casella, 1998. "Overcoming Informational Barriers to International Resource Allocation: Prices and Group Ties," NBER Working Papers 6628, National Bureau of Economic Research, Inc.
    34. Duanmu, Jing-Lin & Guney, Yilmaz, 2013. "Heterogeneous effect of ethnic networks on international trade of Thailand: The role of family ties and ethnic diversity," International Business Review, Elsevier, vol. 22(1), pages 126-139.
    35. David Law & Murat Genç & John Bryant, 2013. "Trade, Diaspora and Migration to New Zealand," The World Economy, Wiley Blackwell, vol. 36(5), pages 582-606, May.
    36. Michèle Belot & Sjef Ederveen, 2012. "Cultural barriers in migration between OECD countries," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(3), pages 1077-1105, July.
    37. Jan Johanson & Jan-Erik Vahlne, 1977. "The Internationalization Process of the Firm—A Model of Knowledge Development and Increasing Foreign Market Commitments," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 8(1), pages 23-32, March.
    38. Buch, Claudia M. & Kleinert, Jörn & Toubal, Farid, 2003. "Where Enterprises Lead, People Follow? Links between Migration and German FDI," Kiel Working Papers 1190, Kiel Institute for the World Economy (IfW).
    39. Kugler, Maurice & Rapoport, Hillel, 2007. "International labor and capital flows: Complements or substitutes?," Economics Letters, Elsevier, vol. 94(2), pages 155-162, February.
    40. Gene M. Grossman & Esteban Rossi-Hansberg, 2008. "Trading Tasks: A Simple Theory of Offshoring," American Economic Review, American Economic Association, vol. 98(5), pages 1978-1997, December.
    41. James E. Rauch & Alessandra Casella, 2003. "Overcoming Informational Barriers to International Resource Allocation: Prices and Ties," Economic Journal, Royal Economic Society, vol. 113(484), pages 21-42, January.
    42. Bellino Antonella & Celi Giuseppe, 2016. "The Role of Migration in the Variety and Quality of Trade: Evidence from Germany," German Economic Review, De Gruyter, vol. 17(1), pages 1-25, February.
    43. Gould, David M, 1994. "Immigrant Links to the Home Country: Empirical Implications for U.S. Bilateral Trade Flows," The Review of Economics and Statistics, MIT Press, vol. 76(2), pages 302-316, May.
    44. Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," The Quarterly Journal of Economics, Oxford University Press, vol. 123(2), pages 441-487.
    45. Keith Head & John Ries, 1998. "Immigration and Trade Creation: Econometric Evidence from Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 31(1), pages 47-62, February.
    46. Gao, Ting, 2003. "Ethnic Chinese networks and international investment: evidence from inward FDI in China," Journal of Asian Economics, Elsevier, vol. 14(4), pages 611-629, August.
    47. Alexander Hijzen & Peter Wright, 2010. "Migration, trade and wages," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(4), pages 1189-1211, September.
    48. Buch, Claudia M. & Kleinert, Jorn & Toubal, Farid, 2006. "Where enterprises lead, people follow? Links between migration and FDI in Germany," European Economic Review, Elsevier, vol. 50(8), pages 2017-2036, November.
    49. Panagariya, Arvind & Panagariya, Arvind, 1992. "Factor mobility, trade and welfare : A North-South analysis with economies of scale," Journal of Development Economics, Elsevier, vol. 39(2), pages 229-245, October.
    50. Greif, Avner, 1993. "Contract Enforceability and Economic Institutions in Early Trade: the Maghribi Traders' Coalition," American Economic Review, American Economic Association, vol. 83(3), pages 525-548, June.
    51. James E. Rauch & Joel Watson, 2004. "Network Intermediaries in International Trade," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 13(1), pages 69-93, March.
    52. AnnaLee Saxenian, 2002. "Silicon Valley’s New Immigrant High-Growth Entrepreneurs," Economic Development Quarterly, , vol. 16(1), pages 20-31, February.
    53. Léa Marchal & Clément Nedoncelle, 2017. "How Foreign-born Workers Foster Exports," Working Papers 2017.02, International Network for Economic Research - INFER.
    54. Marina Murat & Barbara Pistoresi & Alberto Rinaldi, 2011. "Transnational Social Capital And Fdi: Evidence From Italian Associations Worldwide," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 36(4), pages 1-15, December.
    55. McCallum, John, 1995. "National Borders Matter: Canada-U.S. Regional Trade Patterns," American Economic Review, American Economic Association, vol. 85(3), pages 615-623, June.
    56. David Greenaway & Richard Kneller, 2007. "Firm heterogeneity, exporting and foreign direct investment," Economic Journal, Royal Economic Society, vol. 117(517), pages 134-161, February.
    57. Melitz, Jacques, 2008. "Language and foreign trade," European Economic Review, Elsevier, vol. 52(4), pages 667-699, May.
    58. Cristea, Anca D., 2011. "Buyer-seller relationships in international trade: Evidence from U.S. States' exports and business-class travel," Journal of International Economics, Elsevier, vol. 84(2), pages 207-220, July.
    59. Kusum Mundra, 2005. "Immigration and International Trade: A Semiparametric Empirical Investigation," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 14(1), pages 65-91.
    60. de la Mata, Tamara, 2011. "Does trade creation by social and business networks hold in services? An analysis for Accommodation and Restaurants in Spain," Working Papers in Economic Theory 2011/04, Universidad Autónoma de Madrid (Spain), Department of Economic Analysis (Economic Theory and Economic History).
    61. Rauch, James E, 1991. "Reconciling the Pattern of Trade with the Pattern of Migration," American Economic Review, American Economic Association, vol. 81(4), pages 775-796, September.
    62. Canavire Bacarreza, Gustavo Javier & Ehrlich, Laura, 2006. "The Impact of Migration on Foreign Trade: A Developing Country Approach," MPRA Paper 1090, University Library of Munich, Germany.
    63. Bastos, Paulo & Silva, Joana, 2012. "Networks, firms, and trade," Journal of International Economics, Elsevier, vol. 87(2), pages 352-364.
    64. Carbaugh Robert J, 2007. "Is International Trade a Substitute for Migration?," Global Economy Journal, De Gruyter, vol. 7(3), pages 1-15, October.
    65. Muhammad Shariat Ullah & Mohammad Thoufiqul Islam, 2016. "Linkage between emigration and export flows: The case of Bangladesh," Journal of Economic and Financial Studies (JEFS), LAR Center Press, vol. 4(1), pages 55-61, February.
    66. Bedassa Tadesse & Roger White, 2011. "Emigrant Effects on Trade: Re-examining the Immigrant-trade Link from the Home Country Perspective," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 37(2), pages 281-302.
    67. S. Piperakis, Andromachi, 2003. "Immigration, Trade Costs and Trade: Gravity Evidence for Greece," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 18, pages 750-762.
    68. Dunlevy, James A. & Hutchinson, William K., 1999. "The Impact of Immigration on American Import Trade in the Late Nineteenth and Early Twentieth Centuries," The Journal of Economic History, Cambridge University Press, vol. 59(4), pages 1043-1062, December.
    69. Ethier, Wilfred J. & Horn, Henrik, 1990. "Managerial control of international firms and patterns of direct investment," Journal of International Economics, Elsevier, vol. 28(1-2), pages 25-45, February.
    70. 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.
    71. Mark G. Herander & Luz A. Saavedra, 2005. "Exports and the Structure of Immigrant-Based Networks: The Role of Geographic Proximity," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 323-335, May.
    72. Aroca Gonzalez, Patricio & Maloney, William F., 2005. "Migration, trade, and foreign investment in Mexico," Policy Research Working Paper Series 3601, The World Bank.
    73. Michael Good, 2013. "Gravity and Localized Migration," Economics Bulletin, AccessEcon, vol. 33(4), pages 2445-2453.
    74. repec:wly:soecon:v:80:2:y:2013:p:366-384 is not listed on IDEAS
    75. James E. Rauch & Vitor Trindade, 2002. "Ethnic Chinese Networks In International Trade," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 116-130, February.
    76. Anderson, James E, 1979. "A Theoretical Foundation for the Gravity Equation," American Economic Review, American Economic Association, vol. 69(1), pages 106-116, March.
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    More about this item

    Keywords

    Migration; networks; information; trade; foreign direct investment;
    All these keywords.

    JEL classification:

    • D20 - Microeconomics - - Production and Organizations - - - General
    • D80 - Microeconomics - - Information, Knowledge, and Uncertainty - - - General
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F16 - International Economics - - Trade - - - Trade and Labor Market Interactions
    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers

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