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Examining the relationship between firm internationalization and firm performance: A nonparametric analysis

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  • Halkos, George
  • Tzeremes, Nickolaos

Abstract

This paper by performing a bootstrapped Data Envelopment Analysis (DEA) tries to constitute to the existing literature by investigating if firms’ internationalization levels have an impact on their performance. Using a sample of ten Transnational corporations from South-East Europe the paper provides information regarding their efficiency levels. Finally, using the “Transnationality Index” (TNI) provided by UNCTAD in order to capture the levels of internationalisation, our results reveal that there is a positive influence on firms’ performance.

Suggested Citation

  • Halkos, George & Tzeremes, Nickolaos, 2007. "Examining the relationship between firm internationalization and firm performance: A nonparametric analysis," MPRA Paper 32082, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:32082
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    References listed on IDEAS

    as
    1. Leopold Simar & Paul Wilson, 2000. "A general methodology for bootstrapping in non-parametric frontier models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 27(6), pages 779-802.
    2. Per Andersen & Niels Christian Petersen, 1993. "A Procedure for Ranking Efficient Units in Data Envelopment Analysis," Management Science, INFORMS, vol. 39(10), pages 1261-1264, October.
    3. Daniel Sullivan, 1994. "Measuring the Degree of Internationalization of a Firm," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 25(2), pages 325-342, June.
    4. Caves, Richard E, 1971. "International Corporations: The Industrial Economics of Foreign Investment," Economica, London School of Economics and Political Science, vol. 38(149), pages 1-27, February.
    5. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    6. Yun Zhang & Robert Bartels, 1998. "The Effect of Sample Size on the Mean Efficiency in DEA with an Application to Electricity Distribution in Australia, Sweden and New Zealand," Journal of Productivity Analysis, Springer, vol. 9(3), pages 187-204, March.
    7. Morck, Randall & Yeung, Bernard, 1991. "Why Investors Value Multinationality," The Journal of Business, University of Chicago Press, vol. 64(2), pages 165-187, April.
    8. R. Allen & A. Athanassopoulos & R.G. Dyson & E. Thanassoulis, 1997. "Weights restrictions and value judgements in Data Envelopment Analysis: Evolution, development and future directions," Annals of Operations Research, Springer, vol. 73(0), pages 13-34, October.
    9. Léopold Simar & Paul W. Wilson, 1998. "Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models," Management Science, INFORMS, vol. 44(1), pages 49-61, January.
    10. Bernard, Andrew B. & Bradford Jensen, J., 1999. "Exceptional exporter performance: cause, effect, or both?," Journal of International Economics, Elsevier, vol. 47(1), pages 1-25, February.
    11. Simar, Leopold & Wilson, Paul W., 2002. "Non-parametric tests of returns to scale," European Journal of Operational Research, Elsevier, vol. 139(1), pages 115-132, May.
    12. Kannan Ramaswamy & K Galen Kroeck & William Renforth, 1996. "Measuring the Degree of Internationalization of a firm: A Comment," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 27(1), pages 167-177, March.
    13. Robert M Grant, 1987. "Multinationality and Performance among British Manufacturing Companies," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 18(3), pages 79-89, September.
    14. A. Hassel & M. Höpner & A. Kurdelbusch & B. Rehder & R. Zugehör, 2003. "Two Dimensions of the Internationalization of Firms," Journal of Management Studies, Wiley Blackwell, vol. 40(3), pages 705-723, May.
    15. Dyson, R. G. & Allen, R. & Camanho, A. S. & Podinovski, V. V. & Sarrico, C. S. & Shale, E. A., 2001. "Pitfalls and protocols in DEA," European Journal of Operational Research, Elsevier, vol. 132(2), pages 245-259, July.
    16. Grosskopf, S. & Valdmanis, V., 1987. "Measuring hospital performance : A non-parametric approach," Journal of Health Economics, Elsevier, vol. 6(2), pages 89-107, June.
    17. Farok J Contractor & Sumit K Kundu & Chin-Chun Hsu, 2003. "A three-stage theory of international expansion: the link between multinationality and performance in the service sector," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 34(1), pages 5-18, January.
    18. Errunza, Vihang R & Senbet, Lemma W, 1984. "International Corporate Diversification, Market Valuation, and Size-Adjusted Evidence," Journal of Finance, American Finance Association, vol. 39(3), pages 727-743, July.
    19. Peter J. Buckley & Mark Casson, 1991. "The Future of the Multinational Enterprise," Palgrave Macmillan Books, Palgrave Macmillan, edition 0, number 978-1-349-21204-0, September.
    20. Bauer, Paul W. & Berger, Allen N. & Ferrier, Gary D. & Humphrey, David B., 1998. "Consistency Conditions for Regulatory Analysis of Financial Institutions: A Comparison of Frontier Efficiency Methods," Journal of Economics and Business, Elsevier, vol. 50(2), pages 85-114, March.
    21. H. Fried & C. Lovell & S. Schmidt & S. Yaisawarng, 2002. "Accounting for Environmental Effects and Statistical Noise in Data Envelopment Analysis," Journal of Productivity Analysis, Springer, vol. 17(1), pages 157-174, January.
    22. Grazia Ietto-Gillies, 2012. "Transnational Corporations and International Production," Books, Edward Elgar Publishing, number 14379.
    23. repec:fth:michin:282 is not listed on IDEAS
    24. Halkos, George Emmanuel & Tzeremes, Nickolaos G., 2007. "Productivity efficiency and firm size: An empirical analysis of foreign owned companies," International Business Review, Elsevier, vol. 16(6), pages 713-731, December.
    25. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    26. John Dunning, 1981. "Explaining the international direct investment position of countries: Towards a dynamic or developmental approach," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 117(1), pages 30-64, March.
    27. McDougall, Patricia Phillips & Oviatt, Benjamin M., 1996. "New venture internationalization, strategic change, and performance: A follow-up study," Journal of Business Venturing, Elsevier, vol. 11(1), pages 23-40, January.
    28. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    29. Teece, David J., 1980. "Economies of scope and the scope of the enterprise," Journal of Economic Behavior & Organization, Elsevier, vol. 1(3), pages 223-247, September.
    30. Patrick L. Brockett & Boaz Golany, 1996. "Using Rank Statistics for Determining Programmatic Efficiency Differences in Data Envelopment Analysis," Management Science, INFORMS, vol. 42(3), pages 466-472, March.
    31. Rajiv D. Banker & Richard C. Morey, 1986. "The Use of Categorical Variables in Data Envelopment Analysis," Management Science, INFORMS, vol. 32(12), pages 1613-1627, December.
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    More about this item

    Keywords

    Firm internationalization; Firm performance; Multinational corporations; Transnationality index; DEA;
    All these keywords.

    JEL classification:

    • D21 - Microeconomics - - Production and Organizations - - - Firm Behavior: Theory
    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
    • C67 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Input-Output Models
    • M21 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Economics - - - Business Economics

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