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Determinants of Horizontal Spillovers from FDI: Evidence from a Large Meta-Analysis

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  • Iršová, Zuzana
  • Havránek, Tomáš

Abstract

The voluminous empirical research on horizontal productivity spillovers from foreign investors to domestic firms has yielded mixed results. In this paper we collect 1,205 estimates of spillovers and examine which factors influence spillover magnitude. Our results suggest that horizontal spillovers are on average zero, but that their sign and magnitude depend systematically on the characteristics of the domestic economy and foreign investors. Foreign investors who form joint ventures with domestic firms and who come from countries with a modest technology edge create the largest benefits for the domestic economy.

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  • Iršová, Zuzana & Havránek, Tomáš, 2013. "Determinants of Horizontal Spillovers from FDI: Evidence from a Large Meta-Analysis," World Development, Elsevier, vol. 42(C), pages 1-15.
    • Handle: RePEc:eee:wdevel:v:42:y:2013:i:c:p:1-15
    DOI: 10.1016/j.worlddev.2012.07.001
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    1. Nguyen, Anh Ngoc & Nguyen, Thang & Le, Dang Trung & Pham, Quang Ngoc & Nguyen, Dinh Chuc & Nguyen, Duc Nhat, 2008. "Foreign direct investment in Vietnam: Is there any evidence of technological spillover effects," MPRA Paper 7273, University Library of Munich, Germany.
    2. Adam GERŠL, 2008. "Productivity, Export Performance, and Financing of the Czech Corporate Sector: The Effects of Foreign Direct Investment," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 58(05-06), pages 232-247, August.
    3. Gábor Békés & Jörn Kleinert & Farid Toubal, 2009. "Spillovers from Multinationals to Heterogeneous Domestic Firms: Evidence from Hungary," The World Economy, Wiley Blackwell, vol. 32(10), pages 1408-1433, October.
    4. Liza Jabbour & Jean Louis Mucchielli, 2007. "Technology transfer through vertical linkages: The case of the Spanish manufacturing industry," Journal of Applied Economics, Universidad del CEMA, vol. 10, pages 115-136, May.
    5. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211, December.
    6. 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..
    7. David Card & Jochen Kluve & Andrea Weber, 2010. "Active Labour Market Policy Evaluations: A Meta-Analysis," Economic Journal, Royal Economic Society, vol. 120(548), pages 452-477, November.
    8. Narula, Rajneesh & Marin, Anabel, 2003. "FDI spillovers, absorptive capacities and human capital development: evidence from Argentina," Research Memorandum 018, Maastricht University, Maastricht Economic Research Institute on Innovation and Technology (MERIT).
    9. Blyde, Juan & Kugler, Maurice & Stein, Ernesto, 2004. "Exporting vs. outsourcing by MNC subsidiaries: which determines FDI spillovers?," Discussion Paper Series In Economics And Econometrics 0411, Economics Division, School of Social Sciences, University of Southampton.
    10. Sourafel Girma & Holger Görg & Mauro Pisu, 2016. "Exporting, linkages and productivity spillovers from foreign direct investment," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 10, pages 191-211, World Scientific Publishing Co. Pte. Ltd..
    11. Svejnar, Jan & Terrell, Katherine & Gorodnichenko, Yuriy, 2007. "When Does FDI Have Positive Spillovers? Evidence from 17 Emerging Market Economies," CEPR Discussion Papers 6546, C.E.P.R. Discussion Papers.
    12. Nuno Crespo & Maria Paula Fontoura & Isabel Proença, 2009. "FDI spillovers at regional level: Evidence from Portugal," Papers in Regional Science, Wiley Blackwell, vol. 88(3), pages 591-607, August.
    13. Kolasa Marcin, 2008. "How does FDI inflow affect productivity of domestic firms? The role of horizontal and vertical spillovers, absorptive capacity and competition," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 17(1), pages 155-173.
    14. repec:lic:licosd:21808 is not listed on IDEAS
    15. Matthias Arnold, Jens & Javorcik, Beata S., 2009. "Gifted kids or pushy parents? Foreign direct investment and plant productivity in Indonesia," Journal of International Economics, Elsevier, vol. 79(1), pages 42-53, September.
    16. Carmen Fernandez & Eduardo Ley & Mark F. J. Steel, 2001. "Model uncertainty in cross-country growth regressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(5), pages 563-576.
    17. Filippo Reganati & Edgardo Sica, 2007. "Horizontaland vertical spillovers from FDI: Evidence from panel data for the Italian manufacturing sector," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 8(4), pages 259-266.
    18. K. Schoors & B. Van Der Tol, 2002. "Foreign direct investment spillovers within and between sectors: Evidence from Hungarian data," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 02/157, Ghent University, Faculty of Economics and Business Administration.
    19. Klaus Moeltner & Richard Woodward, 2009. "Meta-Functional Benefit Transfer for Wetland Valuation: Making the Most of Small Samples," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 42(1), pages 89-108, January.
    20. Liu, Zhiqiang, 2008. "Foreign direct investment and technology spillovers: Theory and evidence," Journal of Development Economics, Elsevier, vol. 85(1-2), pages 176-193, February.
    21. Blalock, Garrick & Gertler, Paul J., 2009. "How firm capabilities affect who benefits from foreign technology," Journal of Development Economics, Elsevier, vol. 90(2), pages 192-199, November.
    22. Javorcik, Beata S. & Spatareanu, Mariana, 2011. "Does it matter where you come from? Vertical spillovers from foreign direct investment and the origin of investors," Journal of Development Economics, Elsevier, vol. 96(1), pages 126-138, September.
    23. Martin Feldkircher & Stefan Zeugner, 2009. "Benchmark Priors Revisited: On Adaptive Shrinkage and the Supermodel Effect in Bayesian Model Averaging," IMF Working Papers 2009/202, International Monetary Fund.
    24. Javorcik, Beata Smarzynska & Spatareanu, Mariana, 2008. "To share or not to share: Does local participation matter for spillovers from foreign direct investment?," Journal of Development Economics, Elsevier, vol. 85(1-2), pages 194-217, February.
    25. Roger Smeets & Albert de Vaal, 2011. "Knowledge diffusion from FDI and Intellectual Property Rights," CPB Discussion Paper 168, CPB Netherlands Bureau for Economic Policy Analysis.
    26. Damijan, Jože P. & Rojec, Matija & Majcen, Boris & Knell, Mark, 2013. "Impact of firm heterogeneity on direct and spillover effects of FDI: Micro-evidence from ten transition countries," Journal of Comparative Economics, Elsevier, vol. 41(3), pages 895-922.
    27. Blalock, Garrick & Gertler, Paul J., 2008. "Welfare gains from Foreign Direct Investment through technology transfer to local suppliers," Journal of International Economics, Elsevier, vol. 74(2), pages 402-421, March.
    28. Taymaz, Erol & Yilmaz, Kamil, 2008. "Foreign Direct Investment and Productivity Spillovers: Identifying Linkages through Product-based Measures," MPRA Paper 66243, University Library of Munich, Germany, revised 2009.
    29. Subash Sasidharan & A. Ramanathan, 2007. "Foreign Direct Investment and spillovers: evidence from Indian manufacturing," International Journal of Trade and Global Markets, Inderscience Enterprises Ltd, vol. 1(1), pages 5-22.
    30. Tomáš Havránek, 2010. "Rose effect and the euro: is the magic gone?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 146(2), pages 241-261, June.
    31. Blyde, Juan & Kugler, Maurice & Stein, Ernesto, 2004. "Exporting vs. outsourcing by MNC subsidiaries: which determines FDI spillovers?," Discussion Paper Series In Economics And Econometrics 411, Economics Division, School of Social Sciences, University of Southampton.
    32. 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.
    33. Javorcik, Beata S. & Özden, Çaglar & Spatareanu, Mariana & Neagu, Cristina, 2011. "Migrant networks and foreign direct investment," Journal of Development Economics, Elsevier, vol. 94(2), pages 231-241, March.
    34. Tomas Havranek & Zuzana Irsova, 2010. "Which Foreigners Are Worth Wooing? A Meta-Analysis of Vertical Spillovers from FDI," Working Papers 2010/03, Czech National Bank, Research and Statistics Department.
    35. Alfaro, Laura & Chanda, Areendam & Kalemli-Ozcan, Sebnem & Sayek, Selin, 2004. "FDI and economic growth: the role of local financial markets," Journal of International Economics, Elsevier, vol. 64(1), pages 89-112, October.
    36. Shunsuke Managi & Samuel Mulenga Bwalya, 2010. "Foreign direct investment and technology spillovers in sub-Saharan Africa," Applied Economics Letters, Taylor & Francis Journals, vol. 17(6), pages 605-608.
    37. Ksenia Yudaeva & Kozlov Konstantin & Natalia Melentieva & Natalia Ponomareva, 2000. "Does Foreign Ownership Matter? Russian Experience," Working Papers w0005, New Economic School (NES).
    38. Tomáš Havránek, 2009. "Rose Effect and the Euro: The Magic is Gone," Working Papers IES 2009/20, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, revised Aug 2009.
    39. Jan Hagemejer & Marcin Kolasa, 2011. "Internationalisation and Economic Performance of Enterprises: Evidence from Polish Firm‐level Data," The World Economy, Wiley Blackwell, vol. 34(1), pages 74-100, January.
    40. Juraj Stancik, 2007. "Horizontal and Vertical FDI Spillovers: Recent Evidence from the Czech Republic," CERGE-EI Working Papers wp340, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    41. Adam Blake & Ziliang Deng & Rod Falvey, 2009. "How does the productivity of foreign direct investment spill over to local firms in Chinese manufacturing?," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 7(2), pages 183-197.
    42. Javorcik, Beata S. & Özden, Çaglar & Spatareanu, Mariana & Neagu, Cristina, 2011. "Migrant networks and foreign direct investment," Journal of Development Economics, Elsevier, vol. 94(2), pages 231-241, March.
    43. 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.
    44. Babecký, Jan & Campos, Nauro F., 2011. "Does reform work? An econometric survey of the reform-growth puzzle," Journal of Comparative Economics, Elsevier, vol. 39(2), pages 140-158, June.
    45. Theodore H. Moran & Edward M. Graham & Magnus Blomstrom, 2005. "Does Foreign Direct Investment Promote Development?," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 3810.
    46. Havranek, Tomas & Irsova, Zuzana, 2011. "Estimating vertical spillovers from FDI: Why results vary and what the true effect is," Journal of International Economics, Elsevier, vol. 85(2), pages 234-244.
    47. Ksenia Yudaeva & Konstantin Kozlov & Natalia Melentieva & Natalia Ponomareva, 2003. "Does foreign ownership matter?," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 11(3), pages 383-409, September.
    48. Doucouliagos, Hristos & Stanley, T. D., 2008. "Theory competition and selectivity: are all economic facts greatly exaggerated?," Working Papers eco_2008_06, Deakin University, Department of Economics.
    49. Xiaming Liu & Chengang Wang & Yingqi Wei, 2009. "Do local manufacturing firms benefit from transactional linkages with multinational enterprises in China?," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(7), pages 1113-1130, September.
    50. Jan Babecky & Ales Bulir & Katerina Smidkova, 2012. "Sustainable Real Exchange Rates in the New EU Member States: What Did the Great Recession Change?," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 62(3), pages 226-251, July.
    51. Crespo, Nuno & Fontoura, Maria Paula, 2007. "Determinant Factors of FDI Spillovers - What Do We Really Know?," World Development, Elsevier, vol. 35(3), pages 410-425, March.
    52. Editors The, 2008. "From the Editors," Basic Income Studies, De Gruyter, vol. 3(1), pages 1-1, July.
    53. Javorcik, Beata Smarzynska & Spatareanu, Mariana, 2008. "To share or not to share: Does local participation matter for spillovers from foreign direct investment?," Journal of Development Economics, Elsevier, vol. 85(1-2), pages 194-217, February.
    54. Xavier Sala-I-Martin & Gernot Doppelhofer & Ronald I. Miller, 2004. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," American Economic Review, American Economic Association, vol. 94(4), pages 813-835, September.
    55. Jon Nelson & Peter Kennedy, 2009. "The Use (and Abuse) of Meta-Analysis in Environmental and Natural Resource Economics: An Assessment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 42(3), pages 345-377, March.
    56. Filip Abraham & Jozef Konings & Veerle Slootmaekers, 2010. "FDI spillovers in the Chinese manufacturing sector," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 18(1), pages 143-182, January.
    57. Jacob A Jordaan, 2008. "Regional Foreign Participation and Externalities: New Empirical Evidence from Mexican Regions," Environment and Planning A, , vol. 40(12), pages 2948-2969, December.
    58. Adam Gersl & Ieva Rubene & Tina Zumer, 2007. "Foreign Direct Investment and Productivity Spillovers: Updated Evidence from Central and Eastern Europe," Working Papers 2007/8, Czech National Bank, Research and Statistics Department.
    59. Belton M. Fleisher & Haizheng Li & Shunfeng Song (ed.), 2007. "Market Development in China," Books, Edward Elgar Publishing, number 4184, December.
    60. T. D. Stanley, 2001. "Wheat from Chaff: Meta-analysis as Quantitative Literature Review," Journal of Economic Perspectives, American Economic Association, vol. 15(3), pages 131-150, Summer.
    61. Bwalya, Samuel Mulenga, 2006. "Foreign direct investment and technology spillovers: Evidence from panel data analysis of manufacturing firms in Zambia," Journal of Development Economics, Elsevier, vol. 81(2), pages 514-526, December.
    62. Editors The, 2007. "From the Editors," Basic Income Studies, De Gruyter, vol. 2(1), pages 1-5, June.
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    Keywords

    Bayesian model averaging; foreign direct investment; productivity spillovers; determinants; meta-analysis;
    All these keywords.

    JEL classification:

    • C83 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Survey Methods; Sampling Methods
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development

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