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The Hazard Rate of Foreign Direct Investment: A Structural Estimation of a Real Option Model

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  • Carlo Altomonte
  • Enrico Pennings

Abstract

The hazard rate of investment is derived within a real option model, and its properties are analyzed in order to directly study the relation between uncertainty and investment. Maximum likelihood estimates of the hazard are calculated using a sample of MNEs that have invested in Central and Eastern Europe over the period 1990-1998. Employing a standard, non-parametric specification of the hazard, our measure of uncertainty has a negative effect on investment, but the reduced-form model is unable to control for nonlinearities in the relationship. The structural estimation of the option-based hazard is instead able to account for the non-linearities and exhibits a significant value of waiting, though the latter is independent from our measure of uncertainty. This finding supports the existence of alternative channels through which uncertainty can affect investment.

Suggested Citation

  • Carlo Altomonte & Enrico Pennings, 2004. "The Hazard Rate of Foreign Direct Investment: A Structural Estimation of a Real Option Model," Working Papers 259, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
  • Handle: RePEc:igi:igierp:259
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    1. Darby, Julia, et al, 1999. "The Impact of Exchange Rate Uncertainty on the Level of Investment," Economic Journal, Royal Economic Society, vol. 109(454), pages 55-67, March.
    2. Harchaoui, Tarek M & Lasserre, Pierre, 2001. "Testing the Option Value Theory of Irreversible Investment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 42(1), pages 141-166, February.
    3. Bekaert, Geert & Harvey, Campbell R., 1997. "Emerging equity market volatility," Journal of Financial Economics, Elsevier, vol. 43(1), pages 29-77, January.
    4. Ferderer, J Peter, 1993. "The Impact of Uncertainty on Aggregate Investment Spending: An Empirical Analysis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 25(1), pages 30-48, February.
    5. Steven R. Grenadier, 2002. "Option Exercise Games: An Application to the Equilibrium Investment Strategies of Firms," The Review of Financial Studies, Society for Financial Studies, vol. 15(3), pages 691-721.
    6. Blandon, Josep Garcia, 2001. "The timing of foreign direct investment under uncertainty: evidence from the Spanish banking sector," Journal of Economic Behavior & Organization, Elsevier, vol. 45(2), pages 213-224, June.
    7. Hans-Werner Sinn & Alfons J. Weichenrieder, 1997. "Foreign direct investment, political resentment and the privatization process in eastern Europe," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 12(24), pages 178-210.
    8. 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.
    9. Luigi Guiso & Giuseppe Parigi, 1999. "Investment and Demand Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 185-227.
    10. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    11. Leahy, John V & Whited, Toni M, 1996. "The Effect of Uncertainty on Investment: Some Stylized Facts," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(1), pages 64-83, February.
    12. De Santis, Giorgio & imrohoroglu, Selahattin, 1997. "Stock returns and volatility in emerging financial markets," Journal of International Money and Finance, Elsevier, vol. 16(4), pages 561-579, August.
    13. Philip Stevens, 2002. "The Role of Efficiency as an Explanation of International Income Differences," National Institute of Economic and Social Research (NIESR) Discussion Papers 205, National Institute of Economic and Social Research.
    14. Robert Lensink, 2002. "Is the uncertainty-investment link non-linear? Empirical evidence for developed economies," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 138(1), pages 131-147, March.
    15. Kim, E Han & Singal, Vijay, 2000. "Stock Market Openings: Experience of Emerging Economies," The Journal of Business, University of Chicago Press, vol. 73(1), pages 25-66, January.
    16. Favero, Carlo A & Pesaran, M Hashem & Sharma, Sunil, 1994. "A Duration Model of Irreversible Oil Investment: Theory and Empirical Evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 9(S), pages 95-112, Suppl. De.
    17. Kiefer, Nicholas M, 1988. "Economic Duration Data and Hazard Functions," Journal of Economic Literature, American Economic Association, vol. 26(2), pages 646-679, June.
    18. Hurn, A S & Wright, Robert E, 1994. "Geology or Economics? Testing Models of Irreversible Investment Using North Sea Oil Data," Economic Journal, Royal Economic Society, vol. 104(423), pages 363-371, March.
    19. Lambrecht, Bart & Perraudin, William, 2003. "Real options and preemption under incomplete information," Journal of Economic Dynamics and Control, Elsevier, vol. 27(4), pages 619-643, February.
    20. J Hatzius, 1997. "Foreign Direct Investment," CEP Discussion Papers dp0336, Centre for Economic Performance, LSE.
    21. Goldberg, Linda S, 1993. "Exchange Rates and Investment in United States Industry," The Review of Economics and Statistics, MIT Press, vol. 75(4), pages 575-588, November.
    22. Hatzius, J., 1997. "Foreign direct investment," LSE Research Online Documents on Economics 20351, London School of Economics and Political Science, LSE Library.
    23. Aymo Brunetti & Beatrice Weder, 1998. "Investment and institutional uncertainty: A comparative study of different uncertainty measures," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 134(3), pages 513-533, September.
    24. Sarkar, Sudipto, 2000. "On the investment-uncertainty relationship in a real options model," Journal of Economic Dynamics and Control, Elsevier, vol. 24(2), pages 219-225, February.
    25. Vivek Ghosal & Prakash Loungani, 2000. "The Differential Impact of Uncertainty on Investment in Small and Large Businesses," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 338-343, May.
    26. Davies, Stephen & Lyons, Bruce, 1996. "Industrial Organization in the European Union: Structure, Strategy, and the Competitive Mechanism," OUP Catalogue, Oxford University Press, number 9780198289739.
    27. Pagan, Adrian & Vella, Frank, 1989. "Diagnostic Tests for Models Based on Individual Data: A Survey," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 4(S), pages 29-59, Supplemen.
    28. Nigel Pain & Dawn Holland, 1998. "The Diffusion Of Innovations In Central And Eastern Europe: A Study Of The Determinants And Impact O," National Institute of Economic and Social Research (NIESR) Discussion Papers 137, National Institute of Economic and Social Research.
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    Cited by:

    1. Natalia VECHIU, 2010. "Globalization and FDIs: determinants and competition effects in Central and Eastern European Countries," Working Papers 2010-2011_8, CATT - UPPA - Université de Pau et des Pays de l'Adour, revised Nov 2010.
    2. Natalia Vechiu, 2011. "Globalization and FDIs: determinants and competition effects in Central and Eastern European Countries," Working papers of CATT hal-02948133, HAL.
    3. Li, Sheng & Nadolnyak, Denis & Hartarska, Valentina, 2019. "Agricultural land conversion: Impacts of economic and natural risk factors in a coastal area," Land Use Policy, Elsevier, vol. 80(C), pages 380-390.
    4. George Dikos & Dimitrios Thomakos, 2012. "Econometric testing of the real option hypothesis: evidence from investment in oil tankers," Empirical Economics, Springer, vol. 42(1), pages 121-145, February.
    5. Shauna Phillips & Fredoun Z. Ahmadi-Esfahani, 2008. "Exchange rates and foreign direct investment: theoretical models and empirical evidence ," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 52(4), pages 505-525, December.
    6. Swinnen, Johan F.M. & Vercammen, James, 2006. "Uncertainty and Specific Investment with Weak Contract Enforcement," 2006 Annual meeting, July 23-26, Long Beach, CA 21044, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    7. Sarkar, Sudipto, 2021. "The uncertainty-investment relationship with endogenous capacity," Omega, Elsevier, vol. 98(C).
    8. Caroline Witte & Martijn Burger & Elena Ianchovichina & Enrico Pennings, 2014. "Political Violence and Greenfield Foreign Direct Investment in Natural Resources," Working Papers 2014/23, Maastricht School of Management.
    9. Altomonte, Carlo & Pennings, Enrico, 2008. "Learning from foreign investment by rival firms: Theory and evidence," International Journal of Industrial Organization, Elsevier, vol. 26(5), pages 1203-1217, September.
    10. Natalia Vechiu, 2011. "Globalization and FDIs: determinants and competition effects in Central and Eastern European Countries," Working Papers hal-02948133, HAL.
    11. Phillips, Shauna & Ahmadi-Esfahani, Fredoun Z., 2008. "Exchange Rates and Foreign Direct Investment: Theoretical Models and Empirical Evidence," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 54(4), pages 1-21.

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