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Does Distance Matter in Spillover?

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  • Halpern, László
  • Muraközy, Balázs

Abstract

This Paper examines the technology transfer through FDI in Hungary, using a large panel dataset of 24,000 firm-level observations. We distinguish horizontal (intra-industry) and vertical (inter-industry) spillovers. Besides the sign and magnitude of these effects we are interested in the spatial structure of these technology transfers. For this we use distance data, correct for sample selection and for the endogeneity of input demand use Arellano-Bond dynamic panel data technique. Our main findings are that there are significant horizontal and backward spillovers for domestic-owned firms suggesting the presence of foreign competitors and customers is beneficial for domestic firms. The effect of regional and county boundaries is insignificant. Using the distance data we find clear spatial structure of spillovers: for domestic firms the foreign presence only matters in very small distance (25 km), for foreign-owned firms the stronger the spillover the larger the distance (50 and 100 km).

Suggested Citation

  • Halpern, László & Muraközy, Balázs, 2005. "Does Distance Matter in Spillover?," CEPR Discussion Papers 4857, C.E.P.R. Discussion Papers.
    • Handle: RePEc:cpr:ceprdp:4857
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    1. Holger Görg & David Greenaway, 2016. "Much Ado about Nothing? Do Domestic Firms Really Benefit from Foreign Direct Investment?," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 9, pages 163-189, World Scientific Publishing Co. Pte. Ltd..
    2. Brian J. Aitken & Ann E. Harrison, 2022. "Do Domestic Firms Benefit from Direct Foreign Investment? Evidence from Venezuela," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 6, pages 139-152, World Scientific Publishing Co. Pte. Ltd..
    3. László Halpern & Gábor Körösi, 2001. "Efficiency and market share in the Hungarian corporate sector," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 9(3), pages 559-592, November.
    4. Sourafel Girma, & Holger Görg, 2003. "Foreign direct investmant, spillovers and absorptive capacity: Evidence from quantile regressions," The Institute for International Integration Studies Discussion Paper Series iiisdp01, IIIS.
    5. Joze P. Damijan & Mark Knell & Boris Majcen & Matija Rojec, 2003. "Technology Transfer through FDI in Top-10 Transition Countries: How Important are Direct Effects, Horizontal and Vertical Spillovers?," William Davidson Institute Working Papers Series 549, William Davidson Institute at the University of Michigan.
    6. Holger Görg & Eric Strobl, 2016. "Spillovers from Foreign Firms through Worker Mobility: An Empirical Investigation," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT, chapter 13, pages 243-259, World Scientific Publishing Co. Pte. Ltd..
    7. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    8. Sourafel Girma & David Greenaway & Katharine Wakelin, 2013. "Who Benefits from Foreign Direct Investment in the UK?," Scottish Journal of Political Economy, Scottish Economic Society, vol. 60(5), pages 560-574, November.
    9. James R. Markusen, 1995. "The Boundaries of Multinational Enterprises and the Theory of International Trade," Journal of Economic Perspectives, American Economic Association, vol. 9(2), pages 169-189, Spring.
    10. repec:bla:scotjp:v:48:y:2001:i:2:p:119-33 is not listed on IDEAS
    11. Greenaway, David & Sousa, Nuno & Wakelin, Katharine, 2004. "Do domestic firms learn to export from multinationals?," European Journal of Political Economy, Elsevier, vol. 20(4), pages 1027-1043, November.
    12. Holger Görg & Eric Strobl, 2016. "Multinational Companies And Productivity Spillovers: A Meta-Analysis," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 8, pages 145-161, World Scientific Publishing Co. Pte. Ltd..
    13. Magnus Blomström & Ari Kokko & Mario Zejan, 2000. "Productivity Spillovers from Competition between Local Firms and Foreign Affiliates," Palgrave Macmillan Books, in: Foreign Direct Investment, chapter 12, pages 187-202, Palgrave Macmillan.
    14. Beata Smarzynska Javorcik, 2004. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages," American Economic Review, American Economic Association, vol. 94(3), pages 605-627, June.
    15. 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.
    16. Aitken, Brian & Harrison, Ann & DEC, 1994. "Do domestic firms benefit from foreign direct investment? Evidence from panel data," Policy Research Working Paper Series 1248, The World Bank.
    17. Ronald Findlay, 1978. "Relative Backwardness, Direct Foreign Investment, and the Transfer of Technology: A Simple Dynamic Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 92(1), pages 1-16.
    18. Gabor Kertesi & Janos Kollo, 2001. "Economic transformation and the revaluation of human capital - Hungary, 1986-1999," Budapest Working Papers on the Labour Market 0104, Institute of Economics, Centre for Economic and Regional Studies.
    19. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    20. Djankov, Simeon & Hoekman, Bernard M, 2000. "Foreign Investment and Productivity Growth in Czech Enterprises," The World Bank Economic Review, World Bank, vol. 14(1), pages 49-64, January.
    21. Kinoshita, Yuko, 2001. "R&D and Technology Spillovers through FDI: Innovation and Absorptive Capacity," CEPR Discussion Papers 2775, C.E.P.R. Discussion Papers.
    22. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    23. Salvador Barrios & Eric Strobl, 2002. "Foreign direct investment and productivity spillovers: Evidence from the Spanish experience," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 138(3), pages 459-481, September.
    24. Desai, Mihir A. & Hines Jr., James R., 1999. ""Basket cases": Tax incentives and international joint venture participation by American multinational firms," Journal of Public Economics, Elsevier, vol. 71(3), pages 379-402, March.
    25. Richard Harris & Catherine Robinson, 2003. "Foreign Ownership and Productivity in the United Kingdom Estimates for U.K. Manufacturing Using the ARD," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 22(3), pages 207-223, May.
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    More about this item

    Keywords

    Spillovers; Foreign direct investment; Technology transfer;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade

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