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Assessing the relative importance of multiple channels for embodied and disembodied technological spillovers

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  • Krammer, Sorin M.S.

Abstract

With ever increasing global integration, productivity improvements depend not only on in-house innovative efforts, but on those of international partners as well. This paper explores the impact of foreign R&D on productivity and technical efficiency of countries by considering three channels of embodied and disembodied spillovers, namely trade, foreign direct investment and patenting, and controlling for the direct licensing of foreign technologies. Furthermore, it contrasts these effects across 47 developed and transition countries between 1990 and 2009. Overall, I find that trade remains the dominant factor behind productivity and technical progress, while the effects of FDI- and patent-related spillovers are significantly smaller. The effect of foreign patenting is larger in developed nations while imports, inward FDI and foreign technology licensing are important sources of know-how for transition economies. The aggregate gains from spillovers appear larger for latter, confirming their significance in the process of development and catching-up.

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  • Krammer, Sorin M.S., 2014. "Assessing the relative importance of multiple channels for embodied and disembodied technological spillovers," Technological Forecasting and Social Change, Elsevier, vol. 81(C), pages 272-286.
  • Handle: RePEc:eee:tefoso:v:81:y:2014:i:c:p:272-286
    DOI: 10.1016/j.techfore.2013.02.006
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    1. David J. TEECE, 2008. "Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy," World Scientific Book Chapters, in: The Transfer And Licensing Of Know-How And Intellectual Property Understanding the Multinational Enterprise in the Modern World, chapter 5, pages 67-87, World Scientific Publishing Co. Pte. Ltd..
    2. Pedro Mendi, 2005. "The Structure of Payments in Technology Transfer Contracts: Evidence from Spain," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 14(2), pages 403-429, June.
    3. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    4. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    5. Borensztein, E. & De Gregorio, J. & Lee, J-W., 1998. "How does foreign direct investment affect economic growth?1," Journal of International Economics, Elsevier, vol. 45(1), pages 115-135, June.
    6. Ang, James B., 2011. "Financial development, liberalization and technological deepening," European Economic Review, Elsevier, vol. 55(5), pages 688-701, June.
    7. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 577-598.
    8. 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.
    9. Mendi, Pedro, 2007. "Trade in disembodied technology and total factor productivity in OECD countries," Research Policy, Elsevier, vol. 36(1), pages 121-133, February.
    10. 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..
    11. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    12. Tang, Linghui & Koveos, Peter E., 2008. "Embodied and disembodied R&D spillovers to developed and developing countries," International Business Review, Elsevier, vol. 17(5), pages 546-558, October.
    13. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    14. Athreye, Suma & Cantwell, John, 2007. "Creating competition?: Globalisation and the emergence of new technology producers," Research Policy, Elsevier, vol. 36(2), pages 209-226, March.
    15. Rachel Griffith & Stephen Redding & Helen Simpson, 2004. "Foreign Ownership and Productivity: New Evidence from the Service Sector and the R&D Lab," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 20(3), pages 440-456, Autumn.
    16. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    17. Joshua S. Gans & Scott Stern, 2000. "Incumbency and R&D Incentives: Licensing the Gale of Creative Destruction," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 9(4), pages 485-511, December.
    18. Enrico Moretti, 2002. "Human Capital Spillovers in Manufacturing: Evidence from Plant-Level Production Functions," Working Papers 02-27, Center for Economic Studies, U.S. Census Bureau.
    19. Krammer, Sorin M.S., 2009. "Drivers of national innovation in transition: Evidence from a panel of Eastern European countries," Research Policy, Elsevier, vol. 38(5), pages 845-860, June.
    20. Francisco L. Rivera-Batiz & Luis A. Rivera-Batiz, 2018. "Economic Integration and Endogenous Growth," World Scientific Book Chapters, in: Francisco L Rivera-Batiz & Luis A Rivera-Batiz (ed.), International Trade, Capital Flows and Economic Development, chapter 1, pages 3-32, World Scientific Publishing Co. Pte. Ltd..
    21. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    22. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    23. Hall, Bronwyn H., 2011. "The internationalization of R&D," MERIT Working Papers 2011-049, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    24. Mowery, David C & Oxley, Joanne E, 1995. "Inward Technology Transfer and Competitiveness: The Role of National Innovation Systems," Cambridge Journal of Economics, Oxford University Press, vol. 19(1), pages 67-93, February.
    25. 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.
    26. Furman, Jeffrey L. & Hayes, Richard, 2004. "Catching up or standing still?: National innovative productivity among 'follower' countries, 1978-1999," Research Policy, Elsevier, vol. 33(9), pages 1329-1354, November.
    27. Raymond Vernon, 1966. "International Investment and International Trade in the Product Cycle," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 80(2), pages 190-207.
    28. 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.
    29. Chen, Jong-Rong & Yang, Chin-Hai, 2006. "The Effects of Knowledge Capital on Enhancing Firms’Productivity in Taiwan : Does R&D or Technology Import Matter?," Hitotsubashi Journal of Economics, Hitotsubashi University, vol. 47(2), pages 137-153, December.
    30. 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.
    31. Park, Walter G, 1995. "International R&D Spillovers and OECD Economic Growth," Economic Inquiry, Western Economic Association International, vol. 33(4), pages 571-591, October.
    32. Matthias Busse & José L. Groizard, 2008. "Technology Trade in Economic Development," The World Economy, Wiley Blackwell, vol. 31(4), pages 569-592, April.
    33. Branstetter, Lee, 2006. "Is foreign direct investment a channel of knowledge spillovers? Evidence from Japan's FDI in the United States," Journal of International Economics, Elsevier, vol. 68(2), pages 325-344, March.
    34. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    35. Sorin Krammer, 2010. "International R&D spillovers in emerging markets: The impact of trade and foreign direct investment," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 19(4), pages 591-623.
    36. Wang, Miao & Wong, M. C. Sunny, 2012. "International R&D Transfer and Technical Efficiency: Evidence from Panel Study Using Stochastic Frontier Analysis," World Development, Elsevier, vol. 40(10), pages 1982-1998.
    37. Kinoshita, Yuko, 2001. "R&D and Technology Spillovers through FDI: Innovation and Absorptive Capacity," CEPR Discussion Papers 2775, C.E.P.R. Discussion Papers.
    38. Michele Cincera & Bruno Van Pottelsberghe, 2001. "International R&D spillovers: a survey," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 169(169), pages 3-31.
    39. Bin Xu & Eric CHiang, 2005. "Trade, Patents and International Technology Diffusion," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 14(1), pages 115-135.
    40. Cassiman, Bruno & Veugelers, Reinhilde, 2007. "Are external technology sourcing strategies substitutes or complements? The case of embodied versus disembodied technology acquisition," IESE Research Papers D/672, IESE Business School.
    41. Anwar, Sajid & Nguyen, Lan Phi, 2011. "Foreign direct investment and export spillovers: Evidence from Vietnam," International Business Review, Elsevier, vol. 20(2), pages 177-193, April.
    42. Pedroni, Peter, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 653-670, Special I.
    43. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    44. Alejandro Ciruelos & Miao Wang, 2005. "International Technology Diffusion: Effects of Trade and FDI," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 33(4), pages 437-449, December.
    45. Bin Xu & Jianmao Wang, 1999. "Capital Goods Trade and R&D Spillovers in the OECD," Canadian Journal of Economics, Canadian Economics Association, vol. 32(5), pages 1258-1274, November.
    46. Vandana Chandra, 2006. "Technology, Adaptation, and Exports : How Some Developing Countries Got It Right," World Bank Publications - Books, The World Bank Group, number 7118, December.
    47. Coe, David T. & Helpman, Elhanan & Hoffmaister, Alexander W., 2009. "International R&D spillovers and institutions," European Economic Review, Elsevier, vol. 53(7), pages 723-741, October.
    48. Jakob B. Madsen, 2009. "Trade Barriers, Openness, and Economic Growth," Southern Economic Journal, John Wiley & Sons, vol. 76(2), pages 397-418, October.
    49. Matthias Busse & José Luis Groizard, 2008. "Foreign Direct Investment, Regulations and Growth," The World Economy, Wiley Blackwell, vol. 31(7), pages 861-886, July.
    50. Lichtenberg, Frank R. & Pottelsberghe de la Potterie, Bruno v., 1998. "International R&D spillovers: A comment," European Economic Review, Elsevier, vol. 42(8), pages 1483-1491, September.
    51. Branstetter, Lee G., 2001. "Are knowledge spillovers international or intranational in scope?: Microeconometric evidence from the U.S. and Japan," Journal of International Economics, Elsevier, vol. 53(1), pages 53-79, February.
    52. Thanh Le, "undated". "North - South R&D Spillovers and Student Flows," MRG Discussion Paper Series 3309, School of Economics, University of Queensland, Australia.
    53. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    54. Lei Zhu & Bang Nam Jeon, 2007. "International R&D Spillovers: Trade, FDI, and Information Technology as Spillover Channels," Review of International Economics, Wiley Blackwell, vol. 15(5), pages 955-976, November.
    55. Maria Pluvia Zuniga & Dominique Guellec, 2009. "Who Licenses out Patents and Why?: Lessons from a Business Survey," OECD Science, Technology and Industry Working Papers 2009/5, OECD Publishing.
    56. James B. Ang & Jakob B. Madsen, 2013. "International R&D Spillovers And Productivity Trends In The Asian Miracle Economies," Economic Inquiry, Western Economic Association International, vol. 51(2), pages 1523-1541, April.
    57. Peter Thompson, 2006. "Patent Citations and the Geography of Knowledge Spillovers: Evidence from Inventor- and Examiner-added Citations," The Review of Economics and Statistics, MIT Press, vol. 88(2), pages 383-388, May.
    58. Le, Thanh, 2010. "Are student flows a significant channel of R&D spillovers from the north to the south?," Economics Letters, Elsevier, vol. 107(3), pages 315-317, June.
    59. Dietmar Harhoff, 1996. "Strategic Spillovers and Incentives for Research and Development," Management Science, INFORMS, vol. 42(6), pages 907-925, June.
    60. Ghauri, Pervez N. & Yamin, Mo, 2009. "Revisiting the impact of multinational enterprises on economic development," Journal of World Business, Elsevier, vol. 44(2), pages 105-107, April.
    61. Klaus E Meyer & Evis Sinani, 2009. "When and where does foreign direct investment generate positive spillovers? A meta-analysis," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(7), pages 1075-1094, September.
    62. Bruno Cassiman & Reinhilde Veugelers, 2006. "In Search of Complementarity in Innovation Strategy: Internal R& D and External Knowledge Acquisition," Management Science, INFORMS, vol. 52(1), pages 68-82, January.
    63. Eaton, Jonathan & Kortum, Samuel, 1999. "International Technology Diffusion: Theory and Measurement," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(3), pages 537-570, August.
    64. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    65. Y Wei & X Liu, 2006. "Productivity spillovers from R&D, exports and FDI in China's manufacturing sector," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 37(4), pages 544-557, July.
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    More about this item

    Keywords

    R&D spillovers; Trade; FDI; Patents; Licensing;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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