Does Distance Matter in Spillover?
AbstractThis 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).
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Bibliographic InfoPaper provided by C.E.P.R. Discussion Papers in its series CEPR Discussion Papers with number 4857.
Date of creation: Jan 2005
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- D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
- F14 - International Economics - - Trade - - - Empirical Studies of Trade
This paper has been announced in the following NEP Reports:
- NEP-ALL-2005-06-14 (All new papers)
- NEP-GEO-2005-06-14 (Economic Geography)
- NEP-URE-2005-06-14 (Urban & Real Estate Economics)
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- 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.
- R Blundell & Steven Bond, .
"Initial conditions and moment restrictions in dynamic panel data model,"
W14&104., Economics Group, Nuffield College, University of Oxford.
- Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, Elsevier, vol. 87(1), pages 115-143, August.
- Richard Blundell & Steve Bond, 1995. "Initial conditions and moment restrictions in dynamic panel data models," IFS Working Papers, Institute for Fiscal Studies W95/17, Institute for Fiscal Studies.
- Blundell, R. & Bond, S., 1995. "Initial Conditions and Moment Restrictions in Dynamic Panel Data Models," Economics Papers 104, Economics Group, Nuffield College, University of Oxford.
- Heckman, James J, 1979.
"Sample Selection Bias as a Specification Error,"
Econometrica, Econometric Society,
Econometric Society, vol. 47(1), pages 153-61, January.
- Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
- Holger Görg & Eric Strobl, 2004.
"Spillovers from Foreign Firms through Worker Mobility: An Empirical Investigation,"
Discussion Papers of DIW Berlin
463, DIW Berlin, German Institute for Economic Research.
- Holger Görg & Eric Strobl, 2005. "Spillovers from Foreign Firms through Worker Mobility: An Empirical Investigation," Scandinavian Journal of Economics, Wiley Blackwell, vol. 107(4), pages 693-709, December.
- Görg, Holger & Strobl, Eric, 2002. "Spillovers From Foreign Firms Through Worker Mobility: An Empirical Investigation," IZA Discussion Papers 591, Institute for the Study of Labor (IZA).
- Gorg, Holger & Eric Strobl, 2003. "Spillovers from foreign firms through worker mobility: An empirical investigation," Royal Economic Society Annual Conference 2003, Royal Economic Society 89, Royal Economic Society.
- 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.
- Holger GÃ¶rg & David Greenaway, 2004.
"Much Ado about Nothing? Do Domestic Firms Really Benefit from Foreign Direct Investment?,"
World Bank Research Observer, World Bank Group,
World Bank Group, vol. 19(2), pages 171-197.
- Görg, Holger & Greenaway, David, 2003. "Much Ado About Nothing? Do Domestic Firms Really Benefit from Foreign Direct Investment?," IZA Discussion Papers 944, Institute for the Study of Labor (IZA).
- Beata K. Smarzynska, 2003.
"Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers through Backward Linkages,"
William Davidson Institute Working Papers Series
548, William Davidson Institute at the University of Michigan.
- 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.
- Smarzynska, Beata K., 2002. "Does foreign direct investment increase the productivity of domestic firms : in search of spillovers through backward linkages," Policy Research Working Paper Series 2923, The World Bank.
- Sourafel Girma & Holger GÃ¶rg, 2005.
"Foreign Direct Investment, Spillovers and Absorptive Capacity: Evidence from Quantile Regressions,"
Kiel Working Papers
1248, Kiel Institute for the World Economy.
- Girma, Sourafel & Görg, Holger, 2005. "Foreign direct investment, spillovers and absorptive capacity: evidence from quantile regressions," Discussion Paper Series 1: Economic Studies 2005,13, Deutsche Bundesbank, Research Centre.
- 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.
- 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, Springer, vol. 22(3), pages 207-223, May.
- Djankov, Simeon & Hoekman, Bernard M, 2000.
"Foreign Investment and Productivity Growth in Czech Enterprises,"
World Bank Economic Review, World Bank Group,
World Bank Group, vol. 14(1), pages 49-64, January.
- Djankov, Simeon & Hoekman, Bernard, 1999. "Foreign investment and productivity growth in Czech enterprises," Policy Research Working Paper Series 2115, The World Bank.
- 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.
- Girma, Sourafel & Greenaway, David & Wakelin, Katharine, 2001. "Who Benefits from Foreign Direct Investment in the UK?," Scottish Journal of Political Economy, Scottish Economic Society, vol. 48(2), pages 119-33, May.
- Gabor Kertesi & Janos Kollo, 2001. "Economic transformation and the revaluation of human capital - Hungary, 1986-1999," Budapest Working Papers on the Labour Market, Institute of Economics, Centre for Economic and Regional Studies, Hungarian Academy of Sciences 0104, Institute of Economics, Centre for Economic and Regional Studies, Hungarian Academy of Sciences.
- Gorg, Holger & Strobl, Eric, 2001. "Multinational Companies and Productivity Spillovers: A Meta-analysis," Economic Journal, Royal Economic Society, Royal Economic Society, vol. 111(475), pages F723-39, November.
- 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.
- Halpern, László & Kõrösi, Gábor, 2000.
"Efficiency and Market Share in the Hungarian Corporate Sector,"
CEPR Discussion Papers, C.E.P.R. Discussion Papers
2544, C.E.P.R. Discussion Papers.
- 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.
- 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.
- Ari Kokko, 1996. "Productivity spillovers from competition between local firms and foreign affiliates," Journal of International Development, John Wiley & Sons, Ltd., vol. 8(4), pages 517-530.
- 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.
- Salvador Barrios & Eric Strobl, 2002. "Foreign direct investment and productivity spillovers: Evidence from the Spanish experience," Review of World Economics (Weltwirtschaftliches Archiv), Springer, Springer, vol. 138(3), pages 459-481, September.
- Arellano, Manuel & Bond, Stephen, 1991.
"Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations,"
Review of Economic Studies, Wiley Blackwell,
Wiley Blackwell, vol. 58(2), pages 277-97, April.
- Tom Doan, . "RATS program to replicate Arellano-Bond 1991 dynamic panel," Statistical Software Components RTZ00169, Boston College Department of Economics.
- Findlay, Ronald, 1978. "Relative Backwardness, Direct Foreign Investment, and the Transfer of Technology: A Simple Dynamic Model," The Quarterly Journal of Economics, MIT Press, MIT Press, vol. 92(1), pages 1-16, February.
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