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New Methods for Ex Post Evaluation of Regional Grouping Schemes in International Business Research: A Simulated Annealing Approach

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  • Vaaler, Paul M.

    (U of Illinois at Urbana-Champaign)

  • Aguilera, Ruth V.

    (U of Illinois at Urbana-Champaign)

  • Flores, Ricardo G.

    (U of Illinois at Urbana-Champaign)

Abstract

International business research has long acknowledged the importance of regional factors for foreign direct investment ("FDI") by multinational corporations ("MNCs"). However, significant differences when defining these regions obscure the analysis about how and why regions matter. In response, we develop and empirically document support for a framework to evaluate alternative regional grouping schemes. We demonstrate application of this evaluative framework using data on the global location decisions by US-based MNCs from 1980-2000 and two alternative regional grouping schemes. We conclude with discussion of implications for future academic research related to understanding the impact of country groupings on MNC FDI decisions.

Suggested Citation

  • Vaaler, Paul M. & Aguilera, Ruth V. & Flores, Ricardo G., 2007. "New Methods for Ex Post Evaluation of Regional Grouping Schemes in International Business Research: A Simulated Annealing Approach," Working Papers 07-0105, University of Illinois at Urbana-Champaign, College of Business.
    • Handle: RePEc:ecl:illbus:07-0105
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    File URL: http://www.business.illinois.edu/Working_Papers/papers/07-0105.pdf
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    1. La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert, 1999. "The Quality of Government," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 15(1), pages 222-279, April.
    2. Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1998. "Law and Finance," Journal of Political Economy, University of Chicago Press, vol. 106(6), pages 1113-1155, December.
    3. Steven Globerman & Daniel Shapiro, 2003. "Governance infrastructure and US foreign direct investment," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 34(1), pages 19-39, January.
    4. Michel Ghertman & Jacques Obadia & Jean-Luc Arregle, 1997. "Statistical Models for Strategic Management," Post-Print hal-02297971, HAL.
    5. Frances A Katrishen & Nicos A Scordis, 1998. "Economies of Scale in Services: A study of Multinational Insurers," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 29(2), pages 305-323, June.
    6. Chuck C Y Kwok & Solomon Tadesse, 2006. "National culture and financial systems," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 37(2), pages 227-247, March.
    7. Jeremy C. Short & David J. Ketchen & Timothy B. Palmer & G. Tomas M. Hult, 2007. "Firm, strategic group, and industry influences on performance," Strategic Management Journal, Wiley Blackwell, vol. 28(2), pages 147-167, February.
    8. Hofstede, G., 2006. "What did GLOBE really measure? Researchers' minds versus respondents' minds," Other publications TiSEM 53fc2049-e658-4cff-a440-4, Tilburg University, School of Economics and Management.
    9. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2006. "Does Culture Affect Economic Outcomes?," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 23-48, Spring.
    10. Mansour Javidan & Robert J House & Peter W Dorfman & Paul J Hanges & Mary Sully de Luque, 2006. "Conceptualizing and measuring cultures and their consequences: a comparative review of GLOBE's and Hofstede's approaches," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 37(6), pages 897-914, November.
    11. Pravin Krishna, 1998. "Regionalism and Multilateralism: A Political Economy Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(1), pages 227-251.
    12. Goffe, William L. & Ferrier, Gary D. & Rogers, John, 1994. "Global optimization of statistical functions with simulated annealing," Journal of Econometrics, Elsevier, vol. 60(1-2), pages 65-99.
    13. Peter B Smith, 2006. "When elephants fight, the grass gets trampled: the GLOBE and Hofstede projects," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 37(6), pages 915-921, November.
    14. Ricardo G Flores & Ruth V Aguilera, 2007. "Globalization and location choice: an analysis of US multinational firms in 1980 and 2000," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(7), pages 1187-1210, December.
    15. Rugman, Alan M. & Brewer, Thomas L. (ed.), 2001. "The Oxford Handbook of International Business," OUP Catalogue, Oxford University Press, number 9780199241828, Decembrie.
    16. Clark, Terry & Knowles, Lynnette & Hodis, Monica, 2004. "Global dialogue: a response to the responders in the special globalization issue of JIM," Journal of International Management, Elsevier, vol. 10(4), pages 511-514.
    17. Rugman,Alan M., 2005. "The Regional Multinationals," Cambridge Books, Cambridge University Press, number 9780521603614.
    18. Alan M. Rugman & Alain Verbeke, 2005. "A Perspective on Regional and Global Strategies of Multinational Enterprises," Chapters, in: Analysis of Multinational Strategic Management, chapter 8, pages 104-119, Edward Elgar Publishing.
    19. Gupta, Vipin & Hanges, Paul J. & Dorfman, Peter, 2002. "Cultural clusters: methodology and findings," Journal of World Business, Elsevier, vol. 37(1), pages 11-15, April.
    20. House, Robert & Javidan, Mansour & Hanges, Paul & Dorfman, Peter, 2002. "Understanding cultures and implicit leadership theories across the globe: an introduction to project GLOBE," Journal of World Business, Elsevier, vol. 37(1), pages 3-10, April.
    21. Kaufmann, Daniel & Kraay, Aart & Zoido-Lobaton, Pablo, 1999. "Aggregating governance indicators," Policy Research Working Paper Series 2195, The World Bank.
    22. T Agmon, 2003. "Who gets what: the MNE, the national state and the distributional effects of globalization," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 34(5), pages 416-427, September.
    23. Berkowitz, Daniel & Pistor, Katharina & Richard, Jean-Francois, 2003. "Economic development, legality, and the transplant effect," European Economic Review, Elsevier, vol. 47(1), pages 165-195, February.
    24. Clark, Terry & Knowles, Lynette L., 2003. "Global myopia: globalization theory in International Business," Journal of International Management, Elsevier, vol. 9(4), pages 361-372.
    25. T Lenartowicz & J P Johnson, 2003. "A cross-national assessment of the values of Latin America managers: contrasting hues or shades of gray?," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 34(3), pages 266-281, May.
    26. Jeffrey A. Frankel, 1997. "Regional Trading Blocs in the World Economic System," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 72, October.
    27. Alan M Rugman & Alain Verbeke, 2007. "Liabilities of regional foreignness and the use of firm-level versus country-level data: a response to Dunning et al. (2007)," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(1), pages 200-205, January.
    28. Semmler, Will & Gong, Gang, 1996. "Estimating parameters of real business cycle models," Journal of Economic Behavior & Organization, Elsevier, vol. 30(3), pages 301-325, September.
    29. P Christopher Earley, 2006. "Leading cultural research in the future: a matter of paradigms and taste," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 37(6), pages 922-931, November.
    30. Bird, Allan & Stevens, Michael J., 2003. "Toward an emergent global culture and the effects of globalization on obsolescing national cultures," Journal of International Management, Elsevier, vol. 9(4), pages 395-407.
    31. Bradley L Kirkman & Kevin B Lowe & Cristina B Gibson, 2006. "A quarter century of Culture's Consequences: a review of empirical research incorporating Hofstede's cultural values framework," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 37(3), pages 285-320, May.
    32. Kwok Leung & Rabi S Bhagat & Nancy R Buchan & Miriam Erez & Cristina B Gibson, 2005. "Culture and international business: recent advances and their implications for future research," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 36(4), pages 357-378, July.
    33. Mahmoud H. Alrefaei & Sigrún Andradóttir, 1999. "A Simulated Annealing Algorithm with Constant Temperature for Discrete Stochastic Optimization," Management Science, INFORMS, vol. 45(5), pages 748-764, May.
    34. John H Dunning, 1998. "Location and the Multinational Enterprise: A Neglected Factor?," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 29(1), pages 45-66, March.
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