Advanced Search
MyIDEAS: Login to save this paper or follow this series

Impact of Firm Heterogeneity on Direct and Spillover Effects of FDI: Micro Evidence from Ten Transition Countries

Contents:

Author Info

  • Joze P. Damijan
  • Matija Rojec
  • Boris Majcen
  • Mark Knell

Abstract

This paper presents a comparative study of the importance of direct technology transfer and spillovers through FDI on a set of ten transition countries, using a common methodology and appropriate methods to account for selection and simultaneity correction. This paper considers by far the largest firm level dataset (more than 90,000 firms) used by any study on the spillover effects of FDI. The main novelty of the paper is the explicit control for various sources of firm heterogeneity when accounting for different effects of FDI on firm performance. Controlling for these variables leads to some interesting results which contrast with the previous empirical work in the field. We find that horizontal spillovers have become increasingly important over the last decade, and they may even become more important than vertical spillovers. Furthermore, this work shows that the heterogeneity of firms in terms of absorptive capacity, size, productivity and technology levels affect the results. These findings suggest that both direct effects from foreign ownership as well as the spillovers from foreign firms substantially depend on the absorptive capacity and productivity level of individual firms. Only more productive firms and firms with higher absorptive capacities are able to both compete with foreign affiliates in the same sector and benefit from the increased upstream demand for intermediates generated by foreign affiliates. In addition, these results show that foreign presence may also affect smaller firms to a larger extent than larger firms, but this impact may be in either direction.

Download Info

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
File URL: http://www.econ.kuleuven.be/licos/publications/dp/dp218.pdf
Download Restriction: no

Bibliographic Info

Paper provided by LICOS - Centre for Institutions and Economic Performance, KU Leuven in its series LICOS Discussion Papers with number 21808.

as in new window
Length:
Date of creation: 2008
Date of revision:
Handle: RePEc:lic:licosd:21808

Contact details of provider:
Postal: De Bériotstraat 34, B-3000 Leuven
Phone: +32 (0) 16 / 32 6598
Fax: +32 (0) 16 / 32 6599
Email:
Web page: http://www.econ.kuleuven.be/licos
More information through EDIRC

Related research

Keywords: Foreign direct investment; technology transfer; spillovers; transition economies; firm heterogeneity;

Other versions of this item:

Find related papers by JEL classification:

This paper has been announced in the following NEP Reports:

References

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
as in new window
  1. Samuel S. Kortum & Jonathan Eaton, 1995. "Trade in ideas: patenting and productivity in the OECD," Finance and Economics Discussion Series 95-9, Board of Governors of the Federal Reserve System (U.S.).
  2. Moses Abramovitz, 1956. "Resource and Output Trends in the United States Since 1870," NBER Books, National Bureau of Economic Research, Inc, number abra56-1, July.
  3. Sourafel Girma & Holger Görg, 2007. "Multinationals' Productivity Advantage: Scale Or Technology?," Economic Inquiry, Western Economic Association International, vol. 45(2), pages 350-362, 04.
  4. Damijan, Joze P. & Knell, Mark & Majcen, Boris & Rojec, Matija, 2003. "The role of FDI, R&D accumulation and trade in transferring technology to transition countries: evidence from firm panel data for eight transition countries," Economic Systems, Elsevier, vol. 27(2), pages 189-204, June.
  5. 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).
  6. Yuko Kinoshita, 2000. "R&D and Technology Spillovers via FDI: Innovation and Absorptive Capacity," William Davidson Institute Working Papers Series 349, William Davidson Institute at the University of Michigan.
  7. Magnus Blomstrom & Edward N. Wolff, 1989. "Multinational Corporations and Productivity Convergence in Mexico," NBER Working Papers 3141, National Bureau of Economic Research, Inc.
  8. De Loecker, Jan, 2007. "Do exports generate higher productivity? Evidence from Slovenia," Journal of International Economics, Elsevier, vol. 73(1), pages 69-98, September.
  9. Susanto Basu & John G. Fernald, 1995. "Aggregate Productivity and the Productivity of Aggregates," NBER Working Papers 5382, National Bureau of Economic Research, Inc.
  10. John Cantwell, 1987. "The Reorganization of European Industries After Integration: Selected Evidence on the Role of Multinational Enterprise Activities," Journal of Common Market Studies, Wiley Blackwell, vol. 26(2), pages 127-151, December.
  11. 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.
  12. Magnus Blomstrom & Fredrik Sjoholm, 1998. "Technology Transfer and Spillovers? Does Local Participation with Multinationals Matter?," NBER Working Papers 6816, National Bureau of Economic Research, Inc.
  13. Hoekman, Bernard & Mattoo, Aaditya, 2008. "Services trade and growth," Policy Research Working Paper Series 4461, The World Bank.
  14. Wolfgang Keller & Stephen R. Yeaple, 2003. "Multinational Enterprises, International Trade, and Productivity Growth: Firm-Level Evidence from the United States," NBER Working Papers 9504, National Bureau of Economic Research, Inc.
  15. Gábor Békés & Jörn Kleinert & Farid Toubal, 2006. "Spillovers from Multinationals to Heterogeneous Domestic Firms: Evidence from Hungary," CeFiG Working Papers 1, Center for Firms in the Global Economy, revised 01 Dec 2006.
  16. Moses Abramovitz, 1956. "Resource and Output Trends in the United States Since 1870," NBER Chapters, in: Resource and Output Trends in the United States Since 1870, pages 1-23 National Bureau of Economic Research, Inc.
  17. Adam Jaffe & Manuel Trajtenberg, 1999. "International Knowledge Flows: Evidence From Patent Citations," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 8(1-2), pages 105-136.
  18. Eduardo Borensztein & Jose De Gregorio & Jong-Wha Lee, 1995. "How Does Foreign Direct Investment Affect Economic Growth?," NBER Working Papers 5057, National Bureau of Economic Research, Inc.
  19. Tomas Havranek & Zuzana Irsova, 2010. "Which Foreigners are Worth Wooing? A Meta-Analysis of Vertical Spillovers from FDI," William Davidson Institute Working Papers Series wp996, William Davidson Institute at the University of Michigan.
  20. Audretsch, David B, 1998. "Agglomeration and the Location of Innovative Activity," Oxford Review of Economic Policy, Oxford University Press, vol. 14(2), pages 18-29, Summer.
  21. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
  22. Gordon H. HANSON, 2001. "Should Countries Promote Foreign Direct Investment?," G-24 Discussion Papers 9, United Nations Conference on Trade and Development.
  23. Baumol, William J. & Nelson, Richard R. & Wolff, Edward N. (ed.), 1994. "Convergence of Productivity: Cross-National Studies and Historical Evidence," OUP Catalogue, Oxford University Press, number 9780195083903, September.
  24. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
  25. Bernstein, Jeffrey I. & Mohnen, Pierre, 1998. "International R&D spillovers between U.S. and Japanese R&D intensive sectors," Journal of International Economics, Elsevier, vol. 44(2), pages 315-338, April.
  26. Magnus Blomström & Ari Kokko & Mario Zejan, 1994. "Host country competition, labor skills, and technology transfer by multinationals," Review of World Economics (Weltwirtschaftliches Archiv), Springer, vol. 130(3), pages 521-533, September.
  27. Griliches, Zvi, 1992. " The Search for R&D Spillovers," Scandinavian Journal of Economics, Wiley Blackwell, vol. 94(0), pages S29-47, Supplemen.
  28. Yuko Kinoshita, 2000. "R&D and technology spillovers via FDI: Innovation and absorptive capacity," CERGE-EI Working Papers wp163, The Center for Economic Research and Graduate Education - Economic Institute, Prague.
  29. Blomström, Magnus & Globerman, Steve & Kokko, Ari, 2000. "The Determinants of Host Country Spillovers from Foreign Direct Investment," CEPR Discussion Papers 2350, C.E.P.R. Discussion Papers.
  30. Barrios, Salvador & Görg, Holger & Strobl, Eric, 2009. "Spillovers through backward linkages from multinationals: Measurement matters!," CEPR Discussion Papers 7491, C.E.P.R. Discussion Papers.
  31. 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.
  32. Nina Pavcnik, 2000. "Trade Liberalization, Exit, and Productivity Improvements: Evidence from Chilean Plants," NBER Working Papers 7852, National Bureau of Economic Research, Inc.
  33. Ben Hamida, Lamia & Gugler, Philippe, 2009. "Are there demonstration-related spillovers from FDI?: Evidence from Switzerland," International Business Review, Elsevier, vol. 18(5), pages 494-508, October.
  34. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-97, November.
  35. Jens Matthias Arnold & Beata Smarzynska Javorcik, 2005. "Gifted Kids or Pushy Parents? Foreign Acquisitions and Plant Performance in Indonesia," Development Working Papers 197, Centro Studi Luca d\'Agliano, University of Milano.
  36. Balázs, Muraközy & Halpern, László, 2005. "Does Distance Matter in Spillover?," CEPR Discussion Papers 4857, C.E.P.R. Discussion Papers.
  37. repec:att:wimass:9607 is not listed on IDEAS
  38. Richard Blundell & Steve Bond, 1999. "GMM estimation with persistent panel data: an application to production functions," IFS Working Papers W99/04, Institute for Fiscal Studies.
  39. Wolfgang Keller, 1997. "Trade and the Transmission of Technology," Development and Comp Systems 9707001, EconWPA.
  40. Richard Blundell & Steve Bond, 1995. "Initial conditions and moment restrictions in dynamic panel data models," IFS Working Papers W95/17, Institute for Fiscal Studies.
  41. Marcella Nicolini & Laura Resmini, 2006. "The Impact of Mnes on Domestic Firms in CEECS: A Micro-Econometric Approach," ERSA conference papers ersa06p411, European Regional Science Association.
  42. Djankov, Simeon & Hoekman, Bernard, 1999. "Foreign investment and productivity growth in Czech enterprises," Policy Research Working Paper Series 2115, The World Bank.
  43. Girma, Sourafel & Gong, Yundan & Görg, Holger, 2006. "Can You Teach Old Dragons New Tricks? FDI and Innovation Activity in Chinese State-Owned Enterprises," IZA Discussion Papers 2267, Institute for the Study of Labor (IZA).
  44. Z, Griliches & Jacques Mairesse, 1997. "Production Functions : The Search for Identification," Working Papers 97-30, Centre de Recherche en Economie et Statistique.
  45. Keller, Wolfgang, 1998. "Are international R&D spillovers trade-related?: Analyzing spillovers among randomly matched trade partners," European Economic Review, Elsevier, vol. 42(8), pages 1469-1481, September.
  46. Davide Castellani & Antonello Zanfei, 2003. "Technology gaps, absorptive capacity and the impact of inward investments on productivity of European firms ," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(6), pages 555-576.
  47. Hiroyuki Kasahara & Joel Rodrigue, 2005. "Does the Use of Imported Intermediates Increase Productivity? Plant-Level Evidence," University of Western Ontario, Economic Policy Research Institute Working Papers 20057, University of Western Ontario, Economic Policy Research Institute.
  48. James R. Markusen & James R. Melvin, 1981. "Trade, Factor Prices, and the Gains from Trade with Increasing Returns to Scale," Canadian Journal of Economics, Canadian Economics Association, vol. 14(3), pages 450-69, August.
  49. Findlay, Ronald, 1978. "Relative Backwardness, Direct Foreign Investment, and the Transfer of Technology: A Simple Dynamic Model," The Quarterly Journal of Economics, MIT Press, vol. 92(1), pages 1-16, February.
  50. Irina Tytell & Ksenia Yudaeva, 2006. "The Role of FDI in Eastern Europe and New Independent States: New Channels for the Spillover Effect," Development Working Papers 217, Centro Studi Luca d\'Agliano, University of Milano.
  51. Sofronis Clerides & Saul Lach & James Tybout, 1996. "Is "learning-by-exporting" important? Micro-dynamic evidence from Colombia, Mexico and Morocco," Finance and Economics Discussion Series 96-30, Board of Governors of the Federal Reserve System (U.S.).
  52. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," Review of Economic Studies, Wiley Blackwell, vol. 70(2), pages 317-341, 04.
  53. Arnold, Jens M. & Javorcik, Beata S. & Mattoo, Aaditya, 2011. "Does services liberalization benefit manufacturing firms?: Evidence from the Czech Republic," Journal of International Economics, Elsevier, vol. 85(1), pages 136-146, September.
  54. Lee Branstetter, 1996. "Are Knowledge Spillovers International or Intranational in Scope? Microeconometric Evidence from the Japan and the United States," NBER Working Papers 5800, National Bureau of Economic Research, Inc.
  55. James R. Markusen & Anthony J. Venables, 1997. "Foreign Direct Investment as a Catalyst for Industrial Development," NBER Working Papers 6241, National Bureau of Economic Research, Inc.
  56. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
  57. Maurice Kugler, 2006. "Spillovers From Foreign Direct Investment:Within Or Between Industries?," BORRADORES DE ECONOMIA 003523, BANCO DE LA REPÚBLICA.
  58. Veugelers, Reinhilde & Cassiman, Bruno, 1999. "Make and buy in innovation strategies: evidence from Belgian manufacturing firms," Research Policy, Elsevier, vol. 28(1), pages 63-80, January.
  59. Haddad, Mona & Harrison, Ann, 1993. "Are there positive spillovers from direct foreign investment? : Evidence from panel data for Morocco," Journal of Development Economics, Elsevier, vol. 42(1), pages 51-74, October.
  60. Lee Branstetter, 2000. "Is Foreign Direct Investment a Channel of Knowledge Spillovers? Evidence from Japan's FDI in the United States," NBER Working Papers 8015, National Bureau of Economic Research, Inc.
  61. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," Review of Economic Studies, Oxford University Press, vol. 70(2), pages 317-341.
  62. Davide Castellani & Antonello Zanfei, 2007. "Multinational companies and productivity spillovers: is there a specification error?," Applied Economics Letters, Taylor & Francis Journals, vol. 14(14), pages 1047-1051.
  63. Rossitza B. Wooster & David S. Diebel, 2010. "Productivity Spillovers from Foreign Direct Investment in Developing Countries: A Meta-Regression Analysis," Review of Development Economics, Wiley Blackwell, vol. 14(s1), pages 640-655, 08.
  64. Kokko, Ari, 1994. "Technology, market characteristics, and spillovers," Journal of Development Economics, Elsevier, vol. 43(2), pages 279-293, April.
  65. Sjöholm, Fredrik, 1998. "Productivity Growth in Indonesia: The Role of Regional Characteristics and Direct Foreign Investment," Working Paper Series in Economics and Finance 216, Stockholm School of Economics.
  66. Mansfield, Edwin & Romeo, Anthony, 1980. "Technology Transfer to Overseas Subsidiaries by U.S.-Based Firms," The Quarterly Journal of Economics, MIT Press, vol. 95(4), pages 737-50, December.
  67. Robert C. Feenstra & James R. Markusen, 1992. "Accounting for Growth With New Inputs," NBER Working Papers 4114, National Bureau of Economic Research, Inc.
  68. 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, vol. 58(2), pages 277-97, April.
  69. Molly Lesher & Sébastien Miroudot, 2008. "FDI Spillovers and their Interrelationships with Trade," OECD Trade Policy Papers 80, OECD Publishing.
  70. Caves, Richard E, 1974. "Multinational Firms, Competition, and Productivity in Host-Country Markets," Economica, London School of Economics and Political Science, vol. 41(162), pages 176-93, May.
  71. Helpman, Elhanan, 1984. "A Simple Theory of International Trade with Multinational Corporations," Scholarly Articles 3445092, Harvard University Department of Economics.
  72. Renáta Kosová, 2010. "Do Foreign Firms Crowd Out Domestic Firms? Evidence from the Czech Republic," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 861-881, November.
  73. Ethier, Wilfred, 1979. "Internationally decreasing costs and world trade," Journal of International Economics, Elsevier, vol. 9(1), pages 1-24, February.
  74. Gorg, Holger & Strobl, Eric, 2001. "Multinational Companies and Productivity Spillovers: A Meta-analysis," Economic Journal, Royal Economic Society, vol. 111(475), pages F723-39, November.
  75. 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.
  76. Amemiya, Takeshi, 1984. "Tobit models: A survey," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 3-61.
Full references (including those not matched with items on IDEAS)

Citations

Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
as in new window

Cited by:
  1. Tomas Havranek & Zuzana Irsova, 2012. "Survey Article: Publication Bias in the Literature on Foreign Direct Investment Spillovers," Journal of Development Studies, Taylor & Francis Journals, vol. 48(10), pages 1375-1396, October.
  2. Theresa M. Greaney & Yao Li, 2014. "Examining Determinants of Foreign Wage Premiums in China," Working Papers 201420, University of Hawaii at Manoa, Department of Economics.
  3. Suat TEKER & Hayri TUZLA & Aynur PALA, 2014. "Foreign Direct Investments: Asian and European Transition Economies," International Journal of Economics and Financial Issues, Econjournals, vol. 4(1), pages 71-82.
  4. Bruno Merlevede & Koen Schoors & Mariana Spatareanu, 2010. "FDI Spillovers and the Timing of Foreign Entry," LICOS Discussion Papers 26710, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
  5. Miroslav Sipikal, 2011. "Concentration of FDI and regional disparities - The role of regional policy," ERSA conference papers ersa10p126, European Regional Science Association.
  6. Jan Hanousek & Evžen Kocenda & Mathilde Maurel, 2010. "Direct and indirect effects of FDI in emerging European markets : a survey and meta-analysis," Documents de travail du Centre d'Economie de la Sorbonne 10024, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
  7. Merlevede, Bruno & Schoors, Koen & Spatareanu , Mariana, 2013. "FDI spillovers and time since foreign entry," BOFIT Discussion Papers 27/2013, Bank of Finland, Institute for Economies in Transition.
  8. Tomáš Havránek & Zuzana Iršová, 2011. "How to Stir Up FDI Spillovers: Evidence from a Large Meta-Analysis," Working Papers IES 2011/34, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, revised Oct 2011.
  9. K. Lenaerts & B. Merlevede, 2014. "FDI Spillovers and Multinational Firm Heterogeneity," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 14/879, Ghent University, Faculty of Economics and Business Administration.
  10. Jože P. Damijan, 2014. "Corporate financial soundness and its impact on firm performance: Implications for corporate debt restructuring in Slovenia," Working Papers 168, European Bank for Reconstruction and Development, Office of the Chief Economist.
  11. Joze P. Damijan & Jose de Sousa & Olivier Lamotte, 2008. "Does international openness affect productivity of local firms? Evidence from Southeastern Europe," LICOS Discussion Papers 21908, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
  12. Carol Newman & John Rand & Theodore Talbot & Finn Tarp, 2014. "Technology transfers, foreign investment and productivity spillovers: evidence from Vietnam," The Institute for International Integration Studies Discussion Paper Series iiisdp440, IIIS.

Lists

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

Statistics

Access and download statistics

Corrections

When requesting a correction, please mention this item's handle: RePEc:lic:licosd:21808. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ().

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.