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What drives foreign direct investment: The role of language, geographical distance, information flows and technological similarity

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  • Ly, Amadú
  • Esperança, José
  • Davcik, Nebojsa S.

Abstract

This paper sheds new light on the impact of linguistic and technological similarities between countries on foreign direct investment (FDI), using an extended gravity model. The model includes technological commonality, as measured by the aggregate production of intellectual property, at the country level. An analysis of 71,309 pairs of FDI relationships, from 2000 to 2012, showed that language is positively associated with a high level of FDI. Technological differences do impede the flow of FDI between countries, and information flow is crucial for large flows of FDI. Information flow diminishes the negative impact of distance.

Suggested Citation

  • Ly, Amadú & Esperança, José & Davcik, Nebojsa S., 2018. "What drives foreign direct investment: The role of language, geographical distance, information flows and technological similarity," Journal of Business Research, Elsevier, vol. 88(C), pages 111-122.
    • Handle: RePEc:eee:jbrese:v:88:y:2018:i:c:p:111-122
    DOI: 10.1016/j.jbusres.2018.03.007
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    References listed on IDEAS

    as
    1. Melitz, Jacques & Toubal, Farid, 2014. "Native language, spoken language, translation and trade," Journal of International Economics, Elsevier, vol. 93(2), pages 351-363.
    2. Zoran Ivković & Scott Weisbenner, 2005. "Local Does as Local Is: Information Content of the Geography of Individual Investors' Common Stock Investments," Journal of Finance, American Finance Association, vol. 60(1), pages 267-306, February.
    3. Bruce A. Blonigen & Ronald B. Davies & Keith Head, 2003. "Estimating the Knowledge-Capital Model of the Multinational Enterprise: Comment," American Economic Review, American Economic Association, vol. 93(3), pages 980-994, June.
    4. Hejazi, Walid & Safarian, A.E., 2005. "NAFTA effects and the level of development," Journal of Business Research, Elsevier, vol. 58(12), pages 1741-1749, December.
    5. Jörn Kleinert & Farid Toubal, 2010. "Gravity for FDI," Review of International Economics, Wiley Blackwell, vol. 18(1), pages 1-13, February.
    6. Agnès Bénassy‐Quéré & Maylis Coupet & Thierry Mayer, 2007. "Institutional Determinants of Foreign Direct Investment," The World Economy, Wiley Blackwell, vol. 30(5), pages 764-782, May.
    7. de Mello, Luiz R, Jr, 1999. "Foreign Direct Investment-Led Growth: Evidence from Time Series and Panel Data," Oxford Economic Papers, Oxford University Press, vol. 51(1), pages 133-151, January.
    8. Lucas, Robert E, Jr, 1990. "Why Doesn't Capital Flow from Rich to Poor Countries?," American Economic Review, American Economic Association, vol. 80(2), pages 92-96, May.
    9. Oh, Chang Hoon & Travis Selmier, W. & Lien, Donald, 2011. "International trade, foreign direct investment, and transaction costs in languages," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(6), pages 732-735.
    10. Grossman, Sanford J & Stiglitz, Joseph E, 1980. "On the Impossibility of Informationally Efficient Markets," American Economic Review, American Economic Association, vol. 70(3), pages 393-408, June.
    11. 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.
    12. Paulo Júlio & Ricardo Pinheiro–Alves & José Tavares, 2013. "Foreign direct investment and institutional reform: evidence and an application to Portugal," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 12(3), pages 215-250, December.
    13. Yuko Kinoshita & Ashoka Mody, 2001. "Private information for foreign investment in emerging economies," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 34(2), pages 448-464, May.
    14. Egger, Peter & Pfaffermayr, Michael, 2004. "The impact of bilateral investment treaties on foreign direct investment," Journal of Comparative Economics, Elsevier, vol. 32(4), pages 788-804, December.
    15. Zheng, Ping, 2014. "Antecedents to international student inflows to UK higher education: A comparative analysis," Journal of Business Research, Elsevier, vol. 67(2), pages 136-143.
    16. repec:bla:scotjp:v:49:y:2002:i:5:p:526-43 is not listed on IDEAS
    17. Edward P. Lazear, 1999. "Culture and Language," Journal of Political Economy, University of Chicago Press, vol. 107(S6), pages 95-126, December.
    18. Eaton Jonathan & Tamura Akiko, 1994. "Bilateralism and Regionalism in Japanese and U.S. Trade and Direct Foreign Investment Patterns," Journal of the Japanese and International Economies, Elsevier, vol. 8(4), pages 478-510, December.
    19. Devereux, Michael P. & Lockwood, Ben & Redoano, Michela, 2008. "Do countries compete over corporate tax rates?," Journal of Public Economics, Elsevier, vol. 92(5-6), pages 1210-1235, June.
    20. Helene Tenzer & Siri Terjesen & Anne-Wil Harzing, 2017. "Language in International Business: A Review and Agenda for Future Research," Management International Review, Springer, vol. 57(6), pages 815-854, December.
    21. Tesar, Linda L. & Werner, Ingrid M., 1995. "Home bias and high turnover," Journal of International Money and Finance, Elsevier, vol. 14(4), pages 467-492, August.
    22. 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.
    23. Lilach Nachum & Srilata Zaheer, 2005. "The persistence of distance? The impact of technology on MNE motivations for foreign investment," Strategic Management Journal, Wiley Blackwell, vol. 26(8), pages 747-767, August.
    24. Portes, Richard & Rey, Helene & Oh, Yonghyup, 2001. "Information and capital flows: The determinants of transactions in financial assets," European Economic Review, Elsevier, vol. 45(4-6), pages 783-796, May.
    25. Lerner, Josh, 1995. "Venture Capitalists and the Oversight of Private Firms," Journal of Finance, American Finance Association, vol. 50(1), pages 301-318, March.
    26. Anne-Célia Disdier & Keith Head, 2008. "The Puzzling Persistence of the Distance Effect on Bilateral Trade," The Review of Economics and Statistics, MIT Press, vol. 90(1), pages 37-48, February.
    27. Denice E. Welch & Lawrence S. Welch, 2008. "The importance of language in international knowledge transfer," Management International Review, Springer, vol. 48(3), pages 339-360, May.
    28. W. Travis Selmier & Chang Hoon Oh, 2013. "The Power of Major Trade Languages in Trade and Foreign Direct Investment," Review of International Political Economy, Taylor & Francis Journals, vol. 20(3), pages 486-514, June.
    29. Portes, Richard & Rey, Helene, 2005. "The determinants of cross-border equity flows," Journal of International Economics, Elsevier, vol. 65(2), pages 269-296, March.
    30. Barrell, Ray & Pain, Nigel, 1997. "The Growth of Foreign Direct Investment in Europe," National Institute Economic Review, National Institute of Economic and Social Research, vol. 160, pages 63-75, April.
    31. Hirsch, Seev, 1976. "An International Trade and Investment Theory of the Firm," Oxford Economic Papers, Oxford University Press, vol. 28(2), pages 258-270, July.
    32. Rauch, James E., 1999. "Networks versus markets in international trade," Journal of International Economics, Elsevier, vol. 48(1), pages 7-35, June.
    33. Håkanson, Lars & Ambos, Björn, 2010. "The antecedents of psychic distance," Journal of International Management, Elsevier, vol. 16(3), pages 195-210, September.
    34. Alvaro Cuervo-Cazurra & Mehmet Genc, 2008. "Transforming disadvantages into advantages: developing-country MNEs in the least developed countries," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(6), pages 957-979, September.
    35. Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 441-487.
    36. Ai, Chunrong & Norton, Edward C., 2003. "Interaction terms in logit and probit models," Economics Letters, Elsevier, vol. 80(1), pages 123-129, July.
    37. Ahearne, Alan G. & Griever, William L. & Warnock, Francis E., 2004. "Information costs and home bias: an analysis of US holdings of foreign equities," Journal of International Economics, Elsevier, vol. 62(2), pages 313-336, March.
    38. Jeffrey Frankel & Andrew Rose, 2002. "An Estimate of the Effect of Common Currencies on Trade and Income," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(2), pages 437-466.
    39. John H Dunning, 1980. "Towards an Eclectic Theory of International Production: Some Empirical Tests," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 11(1), pages 9-31, March.
    40. Shawna O'Grady & Henry W Lane, 1996. "The Psychic Distance Paradox," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 27(2), pages 309-333, June.
    41. James R. Markusen & Anthony J. Venables, 2021. "Multinational firms and the new trade theory," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 3, pages 47-67, World Scientific Publishing Co. Pte. Ltd..
    42. Elaine Mosakowski & Srilata Zaheer, 1999. "The Global Configuration of a Speculative Trading Operation: An Empirical Study of Foreign Exchange Trading," Organization Science, INFORMS, vol. 10(4), pages 401-423, August.
    43. Petroulas, Pavlos, 2007. "The effect of the euro on foreign direct investment," European Economic Review, Elsevier, vol. 51(6), pages 1468-1491, August.
    44. Melitz, Jacques, 2008. "Language and foreign trade," European Economic Review, Elsevier, vol. 52(4), pages 667-699, May.
    45. Petersen, Mitchell A & Rajan, Raghuram G, 1994. "The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
    46. Helpman, Elhanan, 1984. "A Simple Theory of International Trade with Multinational Corporations," Journal of Political Economy, University of Chicago Press, vol. 92(3), pages 451-471, June.
    47. Blomstrom, Magnus & Sjoholm, Fredrik, 1999. "Technology transfer and spillovers: Does local participation with multinationals matter?1," European Economic Review, Elsevier, vol. 43(4-6), pages 915-923, April.
    48. Goldstein, Itay & Razin, Assaf, 2006. "An information-based trade off between foreign direct investment and foreign portfolio investment," Journal of International Economics, Elsevier, vol. 70(1), pages 271-295, September.
    49. W H Davidson & Donald G McFetridge, 1985. "Key Characteristics in the Choice of International Technology Transfer Mode," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 16(2), pages 5-21, June.
    50. Huberman, Gur, 2001. "Familiarity Breeds Investment," The Review of Financial Studies, Society for Financial Studies, vol. 14(3), pages 659-680.
    51. Greene, William, 2010. "Testing hypotheses about interaction terms in nonlinear models," Economics Letters, Elsevier, vol. 107(2), pages 291-296, May.
    52. Slemrod, Joel, 2004. "Are corporate tax rates, or countries, converging?," Journal of Public Economics, Elsevier, vol. 88(6), pages 1169-1186, June.
    53. Andrew K. Rose, 2000. "One money, one market: the effect of common currencies on trade," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 15(30), pages 08-45.
    54. Harzing, Anne-Wil & Pudelko, Markus, 2013. "Language competencies, policies and practices in multinational corporations: A comprehensive review and comparison of Anglophone, Asian, Continental European and Nordic MNCs," Journal of World Business, Elsevier, vol. 48(1), pages 87-97.
    55. Selmier, W. Travis & Oh, Chang Hoon, 2012. "International business complexity and the internationalization of languages," Business Horizons, Elsevier, vol. 55(2), pages 189-200.
    56. Glass, Amy Jocelyn & Saggi, Kamal, 1998. "International technology transfer and the technology gap," Journal of Development Economics, Elsevier, vol. 55(2), pages 369-398, April.
    57. Ignatius Horstmann & James R. Markusen, 1987. "Licensing versus Direct Investment: A Model of Internalization by the Multinational Enterprise," Canadian Journal of Economics, Canadian Economics Association, vol. 20(3), pages 464-481, August.
    58. Joshua D. Coval & Tobias J. Moskowitz, 1999. "Home Bias at Home: Local Equity Preference in Domestic Portfolios," Journal of Finance, American Finance Association, vol. 54(6), pages 2045-2073, December.
    59. Barrell, Ray & Pain, Nigel, 1997. "Foreign Direct Investment, Technological Change, and Economic Growth within Europe," Economic Journal, Royal Economic Society, vol. 107(445), pages 1770-1786, November.
    60. Yuko Kinoshita & Ashoka Mody, 2001. "Private information for foreign investment in emerging economies," Canadian Journal of Economics, Canadian Economics Association, vol. 34(2), pages 448-464, May.
    61. Jun-Koo Kang & Jin-Mo Kim, 2010. "Do foreign investors exhibit a corporate governance disadvantage? An information asymmetry perspective," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(8), pages 1415-1438, October.
    62. Prakash Loungani & Ashoka Mody & Assaf Razin, 2002. "The Global Disconnect: The Role of Transactional Distance and Scale Economies in Gravity Equations," Scottish Journal of Political Economy, Scottish Economic Society, vol. 49(5), pages 526-543, November.
    63. 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.
    64. Bevan, Alan A. & Estrin, Saul, 2004. "The determinants of foreign direct investment into European transition economies," Journal of Comparative Economics, Elsevier, vol. 32(4), pages 775-787, December.
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