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The Location of Foreign Direct Investment in the Central and Eastern European Countries: A Mixed Logit and Multilevel Data Approach

Author

Listed:
  • Simona Rasciute

    (Dept of Economics, Loughborough University)

  • Eric J. Pentecost

    (Dept of Economics, Loughborough University)

Abstract

This paper uses the Mixed logit (ML) model and a novel three-level dataset to examine the factors explaining 1,108 foreign direct investment (FDI) location decisions into 13 Central and Eastern European countries (CEECs) over an eleven-year period between 1997 and 2007. The ML model approach is superior to other discrete choice methods in that it allows for random taste variation, unrestricted substitution patterns and correlation in unobserved factors over time. The highly significant empirical results, based on a general underlying economic model of imperfect competition, show that the responsiveness of the probabilities of choices to invest in a particular country in CEE to country-level variables differs both across sectors and across firms of different sizes and profitability. The results generalise previous studies that used only country-level data or only industry- and firm-level data to give a more accurate explanation of the firm-specific investment location decisions.

Suggested Citation

  • Simona Rasciute & Eric J. Pentecost, 2008. "The Location of Foreign Direct Investment in the Central and Eastern European Countries: A Mixed Logit and Multilevel Data Approach," Discussion Paper Series 2008_04, Department of Economics, Loughborough University, revised Jul 2008.
    • Handle: RePEc:lbo:lbowps:2008_04
    as

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    File URL: http://www.lboro.ac.uk/departments/ec/RePEc/lbo/lbowps/Rasciute_Pentecost.pdf
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    References listed on IDEAS

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    1. Elhanan Helpman & Marc J. Melitz & Stephen R. Yeaple, 2003. "Export versus FDI," NBER Working Papers 9439, National Bureau of Economic Research, Inc.
    2. Shang-Jin Wei, 2000. "How Taxing is Corruption on International Investors?," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 1-11, February.
    3. Elhanan Helpman & Marc J. Melitz & Stephen R. Yeaple, 2004. "Export Versus FDI with Heterogeneous Firms," American Economic Review, American Economic Association, vol. 94(1), pages 300-316, March.
    4. Erik Meijer & Jan Rouwendal, 2006. "Measuring welfare effects in models with random coefficients," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(2), pages 227-244, March.
    5. Kimberly A. Clausing & Cosmina L. Dorobantu, 2005. "Re‐entering Europe: Does European Union candidacy boost foreign direct investment?," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 13(1), pages 77-103, January.
    6. Carstensen, Kai & Toubal, Farid, 2004. "Foreign direct investment in Central and Eastern European countries: a dynamic panel analysis," Journal of Comparative Economics, Elsevier, vol. 32(1), pages 3-22, March.
    7. Hole, Arne Risa, 2008. "Modelling heterogeneity in patients' preferences for the attributes of a general practitioner appointment," Journal of Health Economics, Elsevier, vol. 27(4), pages 1078-1094, July.
    8. Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
    9. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521747387, January.
    10. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    11. Greene, William H. & Hensher, David A., 2003. "A latent class model for discrete choice analysis: contrasts with mixed logit," Transportation Research Part B: Methodological, Elsevier, vol. 37(8), pages 681-698, September.
    12. Christian Bellak & Markus Leibrecht, 2009. "Do low corporate income tax rates attract FDI? - Evidence from Central- and East European countries," Applied Economics, Taylor & Francis Journals, vol. 41(21), pages 2691-2703.
    13. Catia Montagna, 2001. "Efficiency Gaps, Love of Variety and International Trade," Economica, London School of Economics and Political Science, vol. 68(269), pages 27-44, February.
    14. Ai, Chunrong & Norton, Edward C., 2003. "Interaction terms in logit and probit models," Economics Letters, Elsevier, vol. 80(1), pages 123-129, July.
    15. Richard Baldwin, 2005. "Heterogeneous Firms and Trade: Testable and Untestable Properties of the Melitz Model," NBER Working Papers 11471, National Bureau of Economic Research, Inc.
    16. Office of Health Economics, 2007. "The Economics of Health Care," For School 001490, Office of Health Economics.
    17. K.H. Midelfart & H.G. Overman & S.J. Redding & A.J. Venables, 2000. "The location of European industry," European Economy - Economic Papers 2008 - 2015 142, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
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    More about this item

    Keywords

    Mixed logit model; random parameters; foreign direct investment; multi-level data; Halton draws;
    All these keywords.

    JEL classification:

    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • P33 - Political Economy and Comparative Economic Systems - - Socialist Institutions and Their Transitions - - - International Trade, Finance, Investment, Relations, and Aid

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