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Foreign direct investment and technical progress in Spanish manufacturing

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  • J. Rosell-Martinez

    (Business Economics - Centro Universitario de la Defensa de Zaragoza, Business Economics - University of Zaragoza - Universidad de Zaragoza [Zaragoza])

  • P. Sanchez-Sellero

    (Business Economics - University of Zaragoza - Universidad de Zaragoza [Zaragoza])

Abstract

This paper analyzes the effects of foreign direct investment on technical progress in Spanish manufacturing. Particularly, we study how foreign direct investment (FDI)'s contributions vary depending on the economic structure of the industry. The results show that most FDI goes to capital-intensive sectors, especially when those sectors are also research and development (R&D)-intensive. Our estimates of the Solow residual show that the positive effect of contemporaneous and lagged FDI on manufacturing productivity is only attributable to capital- and R&D-intensive industries in what seems to be related to a dynamic capabilities explanation or to complementarities with R&D expenditures.

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  • J. Rosell-Martinez & P. Sanchez-Sellero, 2011. "Foreign direct investment and technical progress in Spanish manufacturing," Post-Print hal-00693830, HAL.
    • Handle: RePEc:hal:journl:hal-00693830
    DOI: 10.1080/00036846.2011.564155
    Note: View the original document on HAL open archive server: https://hal.science/hal-00693830
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    as
    1. Douglas Todd, 1988. "Total factor productivity growth and the productivity slowdown in the west german industrial sector, 1970-1981," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 124(1), pages 108-126, March.
    2. Jonathan E. Haskel & Sonia C. Pereira & Matthew J. Slaughter, 2007. "Does Inward Foreign Direct Investment Boost the Productivity of Domestic Firms?," The Review of Economics and Statistics, MIT Press, vol. 89(3), pages 482-496, August.
    3. 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..
    4. Griffith, Rachel & Redding, Stephen & Simpson, Helen, 2002. "Productivity Convergence and Foreign Ownership at the Establishment Level," CEPR Discussion Papers 3765, C.E.P.R. Discussion Papers.
    5. Magnus Blomström & Ari Kokko & Mario Zejan, 2000. "Multinational Corporations and Spillovers," Palgrave Macmillan Books, in: Foreign Direct Investment, chapter 8, pages 101-133, Palgrave Macmillan.
    6. Valentina Meliciani, 2000. "The relationship between R&D, investment and patents: a panel data analysis," Applied Economics, Taylor & Francis Journals, vol. 32(11), pages 1429-1437.
    7. Miao Wang, 2009. "Manufacturing FDI and economic growth: evidence from Asian economies," Applied Economics, Taylor & Francis Journals, vol. 41(8), pages 991-1002.
    8. Zvi Griliches, 1998. "Productivity, R&D, and Basic Research at the Firm Level in the 1970s," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 82-99, National Bureau of Economic Research, Inc.
    9. Chandana Chakraborty & Parantap Basu, 2002. "Foreign direct investment and growth in India: a cointegration approach," Applied Economics, Taylor & Francis Journals, vol. 34(9), pages 1061-1073.
    10. Buckley, Peter J. & Wang, Chengqi & Clegg, Jeremy, 2007. "The impact of foreign ownership, local ownership and industry characteristics on spillover benefits from foreign direct investment in China," International Business Review, Elsevier, vol. 16(2), pages 142-158, April.
    11. repec:fth:harver:1473 is not listed on IDEAS
    12. 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..
    13. 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).
    14. Wolfgang Keller & Stephen R. Yeaple, 2009. "Multinational Enterprises, International Trade, and Productivity Growth: Firm-Level Evidence from the United States," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 821-831, November.
    15. Mark E. Doms & J . Bradford Jensen, 1998. "Comparing Wages, Skills, and Productivity between Domestically and Foreign-Owned Manufacturing Establishments in the United States," NBER Chapters, in: Geography and Ownership as Bases for Economic Accounting, pages 235-258, National Bureau of Economic Research, Inc.
    16. Yih-Chyi Chuang & Pi-Fum Hsu, 2004. "FDI, trade, and spillover efficiency: evidence from China's manufacturing sector," Applied Economics, Taylor & Francis Journals, vol. 36(10), pages 1103-1115.
    17. Blomstrom, Magnus & Wolff, E.N., 1989. "Multinational Corporations And Productivity Convergence In Mexico," Working Papers 89-28, C.V. Starr Center for Applied Economics, New York University.
    18. Carlo Altomonte & Enrico Pennings, 2009. "Domestic plant productivity and incremental spillovers from foreign direct investment," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(7), pages 1131-1148, September.
    19. Girma, Sourafel & Gong, Yundan & Görg, Holger, 2009. "What Determines Innovation Activity in Chinese State-owned Enterprises? The Role of Foreign Direct Investment," World Development, Elsevier, vol. 37(4), pages 866-873, April.
    20. Feenstra, Robert C. & Hanson, Gordon H., 1997. "Foreign direct investment and relative wages: Evidence from Mexico's maquiladoras," Journal of International Economics, Elsevier, vol. 42(3-4), pages 371-393, May.
    21. 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.
    22. Griliches, Zvi, 1988. "Productivity Puzzles and R&D: Another Nonexplanation," Journal of Economic Perspectives, American Economic Association, vol. 2(4), pages 9-21, Fall.
    23. 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 176-193, May.
    24. O'Mahony, Mary & Vecchi, Michela, 2009. "R&D, knowledge spillovers and company productivity performance," Research Policy, Elsevier, vol. 38(1), pages 35-44, February.
    25. Xose Rodriguez & Julio Pallas, 2008. "Determinants of foreign direct investment in Spain," Applied Economics, Taylor & Francis Journals, vol. 40(19), pages 2443-2450.
    26. Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation And Productivity: An Econometric Analysis At The Firm Level," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 7(2), pages 115-158.
    27. Basant, Rakesh & Fikkert, Brian, 1996. "The Effects of R&D, Foreign Technology Purchase, and Domestic and International Spillovers on Productivity in Indian Firms," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 187-199, May.
    28. 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.
    29. M. Ishaq Nadiri, 1993. "Innovations and Technological Spillovers," NBER Working Papers 4423, National Bureau of Economic Research, Inc.
    30. Zvi Griliches, 1973. "Research Expenditures and Growth Accounting," International Economic Association Series, in: B. R. Williams (ed.), Science and Technology in Economic Growth, chapter 3, pages 59-95, Palgrave Macmillan.
    31. Eaton, Jonathan & Kortum, Samuel, 1996. "Trade in ideas Patenting and productivity in the OECD," Journal of International Economics, Elsevier, vol. 40(3-4), pages 251-278, May.
    32. Amy Jocelyn Glass & Kamal Saggi, 2002. "Multinational Firms and Technology Transfer," Scandinavian Journal of Economics, Wiley Blackwell, vol. 104(4), pages 495-513, December.
    33. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    34. Chengqi Wang & Li Yu, 2007. "Do spillover benefits grow with rising foreign direct investment? An empirical examination of the case of China," Applied Economics, Taylor & Francis Journals, vol. 39(3), pages 397-405.
    35. Fosfuri, Andrea & Motta, Massimo & Ronde, Thomas, 2001. "Foreign direct investment and spillovers through workers' mobility," Journal of International Economics, Elsevier, vol. 53(1), pages 205-222, February.
    36. Philippe Aghion & Nick Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2005. "Competition and Innovation: an Inverted-U Relationship," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 701-728.
    37. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    38. Grossman, Gene M. & Helpman, Elhanan, 1991. "Trade, knowledge spillovers, and growth," European Economic Review, Elsevier, vol. 35(2-3), pages 517-526, April.
    39. 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.
    40. Laurence Cecchini & Charles Lai-Tong, 2008. "The links between openness and productivity in Mediterranean countries," Applied Economics, Taylor & Francis Journals, vol. 40(6), pages 685-697.
    41. 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..
    42. Philippe Aghion & Richard Blundell & Rachel Griffith & Peter Howitt & Susanne Prantl, 2004. "Entry and Productivity Growth: Evidence from Microlevel Panel Data," Journal of the European Economic Association, MIT Press, vol. 2(2-3), pages 265-276, 04/05.
    43. Wang, Jian-Ye & Blomstrom, Magnus, 1992. "Foreign investment and technology transfer : A simple model," European Economic Review, Elsevier, vol. 36(1), pages 137-155, January.
    44. Sinani, Evis & Meyer, Klaus E., 2004. "Spillovers of technology transfer from FDI: the case of Estonia," Journal of Comparative Economics, Elsevier, vol. 32(3), pages 445-466, September.
    45. Morck, Randall & Yeung, Bernard, 1992. "Internalization : An event study test," Journal of International Economics, Elsevier, vol. 33(1-2), pages 41-56, August.
    46. Mansfield, Edwin, 1988. "Industrial R&D in Japan and the United States: A Comparative Study," American Economic Review, American Economic Association, vol. 78(2), pages 223-228, May.
    47. Mousumi Duttaray & Amitava Dutt & Kajal Mukhopadhyay, 2008. "Foreign direct investment and economic growth in less developed countries: an empirical study of causality and mechanisms," Applied Economics, Taylor & Francis Journals, vol. 40(15), pages 1927-1939.
    48. Crepon, B. & Duguet, E. & Mairesse, J., 1998. "Research Investment, Innovation and Productivity: An Econometric Analysis at the Firm Level," Papiers d'Economie Mathématique et Applications 98.15, Université Panthéon-Sorbonne (Paris 1).
    49. Xiaowen Tian, 2007. "Accounting for sources of FDI technology spillovers: evidence from China," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(1), pages 147-159, January.
    50. Michael Peneder, 2001. "Entrepreneurial Competition and Industrial Location," Books, Edward Elgar Publishing, number 2174.
    51. Jaffe, Adam B, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value," American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
    52. Timmer, Marcel P., 2003. "Technological development and rates of return to investment in a catching-up economy: the case of South Korea," Structural Change and Economic Dynamics, Elsevier, vol. 14(4), pages 405-425, December.
    53. Nadiri, M.I., 1993. "Innovations and Technological Spillovers," Working Papers 93-31, C.V. Starr Center for Applied Economics, New York University.
    54. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    55. Alvarez, Isabel & Molero, Jose, 2005. "Technology and the generation of international knowledge spillovers: An application to Spanish manufacturing firms," Research Policy, Elsevier, vol. 34(9), pages 1440-1452, November.
    56. Goto, Akira & Suzuki, Kazuyuki, 1989. "R&D Capital, Rate of Return on R&D Investment and Spillover of R&D in Japanese Manufacturing Industries," The Review of Economics and Statistics, MIT Press, vol. 71(4), pages 555-564, November.
    57. Steven Globerman, 1979. "Foreign Direct Investment and `Spillover' Efficiency Benefits in Canadian Manufacturing Industries," Canadian Journal of Economics, Canadian Economics Association, vol. 12(1), pages 42-56, February.
    58. Bruno Van Pottelsberghe De La Potterie & Frank Lichtenberg, 2001. "Does Foreign Direct Investment Transfer Technology Across Borders?," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 490-497, August.
    59. Bernstein, Jeffrey I & Nadiri, M Ishaq, 1988. "Interindustry R&D Spillovers, Rates of Return, and Production in High-Tech Industries," American Economic Review, American Economic Association, vol. 78(2), pages 429-434, May.
    60. Hazledine, Tim, 1985. "The anatomy of productivity growth slowdown and recovery in Canadian manufacturing, 1970-79," International Journal of Industrial Organization, Elsevier, vol. 3(3), pages 307-325, September.
    61. Scherer, F M, 1982. "Inter-Industry Technology Flows and Productivity Growth," The Review of Economics and Statistics, MIT Press, vol. 64(4), pages 627-634, November.
    62. Florence Hubert & Nigel Pain, 2000. "Inward Investment and Technical Progress in the UK Manufacturing Sector," OECD Economics Department Working Papers 268, OECD Publishing.
    63. Liu, Xiaohui & Wang, Chenggang, 2003. "Does foreign direct investment facilitate technological progress?: Evidence from Chinese industries," Research Policy, Elsevier, vol. 32(6), pages 945-953, June.
    64. Gary Jefferson & Bai Huamao & Guan Xiaojing & Yu Xiaoyun, 2006. "R&D Performance in Chinese industry," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 345-366.
    65. Gonzalez, Eduardo & Gascon, Fernando, 2004. "Sources of productivity growth in the Spanish pharmaceutical industry (1994-2000)," Research Policy, Elsevier, vol. 33(5), pages 735-745, July.
    66. 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.
    67. Klaus E Meyer, 2004. "Perspectives on multinational enterprises in emerging economies," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 35(4), pages 259-276, July.
    68. Bin, Guo, 2008. "Technology acquisition channels and industry performance: An industry-level analysis of Chinese large- and medium-size manufacturing enterprises," Research Policy, Elsevier, vol. 37(2), pages 194-209, March.
    69. Blomstrom, Magnus & Kokko, Ari, 1998. "Multinational Corporations and Spillovers," Journal of Economic Surveys, Wiley Blackwell, vol. 12(3), pages 247-277, July.
    70. Xiaohui Liu & Chang Shu & Peter Sinclair, 2009. "Trade, foreign direct investment and economic growth in Asian economies," Applied Economics, Taylor & Francis Journals, vol. 41(13), pages 1603-1612.
    71. Ashoka Mody, 2004. "Is FDI Integrating the World Economy?," The World Economy, Wiley Blackwell, vol. 27(8), pages 1195-1222, August.
    72. Peter J Buckley & Jeremy Clegg & Chengqi Wang, 2002. "The Impact of Inward FDI on the Performance of Chinese Manufacturing Firms," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 33(4), pages 637-655, December.
    73. 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.
    74. Shujie Yao, 2006. "On economic growth, FDI and exports in China," Applied Economics, Taylor & Francis Journals, vol. 38(3), pages 339-351.
    75. Xu, Bin, 2000. "Multinational enterprises, technology diffusion, and host country productivity growth," Journal of Development Economics, Elsevier, vol. 62(2), pages 477-493, August.
    76. Richard Blundell & Rachel Griffith & John van Reenen, 1999. "Market Share, Market Value and Innovation in a Panel of British Manufacturing Firms," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(3), pages 529-554.
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