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Knowledge Flows, R&D Spillovers and Innovation

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  • Peri, Giovanni

Abstract

Knowledge flows within and across countries should be carriers of important learning spillovers. We use data on 1.5 million patents and 4.5 million citations to analyze knowledge flows across 147 subnational regions. We estimate that only 15% of average knowledge is learned outside the average region of origin, and only 9% outside the country of origin. However, knowledge in highly technological sectors flows substantially farther and knowledge generated by technological leaders does also. If compared to trade flows, knowledge flows reach much farther. Moreover, external accessible knowledge has very strong external impact on innovation for a panel of 113 European and North American regions over 22 years.

Suggested Citation

  • Peri, Giovanni, 2003. "Knowledge Flows, R&D Spillovers and Innovation," ZEW Discussion Papers 03-40, ZEW - Leibniz Centre for European Economic Research.
  • Handle: RePEc:zbw:zewdip:1349
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    1. Keller, Wolfgang, 2002. "Trade and the Transmission of Technology," Journal of Economic Growth, Springer, vol. 7(1), pages 5-24, March.
    2. Feenstra, Robert C., 1996. "Trade and uneven growth," Journal of Development Economics, Elsevier, vol. 49(1), pages 229-256, April.
    3. Ciccone, Antonio, 2002. "Agglomeration effects in Europe," European Economic Review, Elsevier, vol. 46(2), pages 213-227, February.
    4. 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..
    5. Coe, David T & Helpman, Elhanan & Hoffmaister, Alexander W, 1997. "North-South R&D Spillovers," Economic Journal, Royal Economic Society, vol. 107(440), pages 134-149, January.
    6. Dirk Frantzen, 2002. "Intersectoral and International R&D Knowledge Spillovers and Total Factor Productivity," Scottish Journal of Political Economy, Scottish Economic Society, vol. 49(3), pages 280-303, August.
    7. 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.
    8. 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.
    9. Steve Globerman & Ari Kokko & Fredrik Sjöholm, 2000. "International Technology Diffusion: Evidence from Swedish Patent Data," Kyklos, Wiley Blackwell, vol. 53(1), pages 17-38, February.
    10. Gary Madden & Scott Savage & Paul Bloxham, 2001. "Asian and OECD international R&D spillovers," Applied Economics Letters, Taylor & Francis Journals, vol. 8(7), pages 431-435.
    11. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    12. Chihwa Kao & Min‐Hsien Chiang & Bangtian Chen, 1999. "International R&D Spillovers: An Application of Estimation and Inference in Panel Cointegration," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 691-709, November.
    13. Bronwyn H. Hall & Adam B. Jaffe & Manuel Trajtenberg, 2001. "The NBER Patent Citation Data File: Lessons, Insights and Methodological Tools," NBER Working Papers 8498, National Bureau of Economic Research, Inc.
    14. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    15. James D. Adams, 2002. "Comparative localization of academic and industrial spillovers," Journal of Economic Geography, Oxford University Press, vol. 2(3), pages 253-278, July.
    16. Frederic Scherer, 1984. "Using Linked Patent and R&D Data to Measure Interindustry Technology Flows," NBER Chapters, in: R&D, Patents, and Productivity, pages 417-464, National Bureau of Economic Research, Inc.
    17. 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.
    18. Jeffrey I. Bernstein & Xiaoyi Yan, 1997. "International R&D Spillovers between Canadian and Japanese Industries," Canadian Journal of Economics, Canadian Economics Association, vol. 30(2), pages 276-294, May.
    19. Henrik Braconier & Fredrik Sjöholm, 1998. "National and international spillovers from R&D: Comparing a neoclassical and an endogenous growth approach," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 134(4), pages 638-663, December.
    20. 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.
    21. Zvi Griliches, 1998. "Productivity, R&D, and the Data Constraint," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 347-374, National Bureau of Economic Research, Inc.
    22. Jeffrey I. Bernstein & M. Ishaq Nadiri, 1989. "Research and Development and Intra-industry Spillovers: An Empirical Application of Dynamic Duality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 56(2), pages 249-267.
    23. 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.
    24. Zvi Griliches, 1984. "R&D, Patents, and Productivity," NBER Books, National Bureau of Economic Research, Inc, number gril84-1.
    25. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    26. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    27. 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.
    28. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    29. Edmond, Chris, 2001. "Some Panel Cointegration Models of International R&D Spillovers," Journal of Macroeconomics, Elsevier, vol. 23(2), pages 241-260, April.
    30. Wolfgang Keller, 2002. "Geographic Localization of International Technology Diffusion," American Economic Review, American Economic Association, vol. 92(1), pages 120-142, March.
    31. McCallum, John, 1995. "National Borders Matter: Canada-U.S. Regional Trade Patterns," American Economic Review, American Economic Association, vol. 85(3), pages 615-623, June.
    32. Edwin Mansfield & John Rapoport & Anthony Romeo & Samuel Wagner & George Beardsley, 1977. "Social and Private Rates of Return from Industrial Innovations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 91(2), pages 221-240.
    33. Zvi Griliches, 1998. "R&D and Productivity Growth at the Industry Level: Is There Still a Relationship?," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 213-240, National Bureau of Economic Research, Inc.
    34. repec:fth:harver:1473 is not listed on IDEAS
    35. 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.
    36. 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.
    37. repec:bla:obuest:v:61:y:1999:i:0:p:691-709 is not listed on IDEAS
    38. Conley, Timothy G & Ligon, Ethan, 2002. "Economic Distance and Cross-Country Spillovers," Journal of Economic Growth, Springer, vol. 7(2), pages 157-187, June.
    39. 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.
    40. Kaiser, Ulrich, 2002. "Measuring knowledge spillovers in manufacturing and services: an empirical assessment of alternative approaches," Research Policy, Elsevier, vol. 31(1), pages 125-144, January.
    41. Ricardo J. Caballero & Adam B. Jaffe, 1993. "How High Are the Giants' Shoulders: An Empirical Assessment of Knowledge Spillovers and Creative Destruction in a Model of Economic Growth," NBER Chapters, in: NBER Macroeconomics Annual 1993, Volume 8, pages 15-86, National Bureau of Economic Research, Inc.
    42. repec:bla:jecsur:v:12:y:1998:i:3:p:247-77 is not listed on IDEAS
    43. Luc Anselin & Attila Varga & Zoltan Acs, 2008. "Local Geographic Spillovers Between University Research and High Technology Innovations," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 9, pages 95-121, Edward Elgar Publishing.
    44. Pakes, Ariel & Griliches, Zvi, 1980. "Patents and R&D at the firm level: A first report," Economics Letters, Elsevier, vol. 5(4), pages 377-381.
    45. Krugman, Paul, 1979. "A Model of Innovation, Technology Transfer, and the World Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 87(2), pages 253-266, April.
    46. repec:bla:scandj:v:94:y:1992:i:0:p:s29-47 is not listed on IDEAS
    47. Lee Branstetter, 1998. "Looking for International Knowledge Spillovers: A Review of the Literature with Suggestions for New Approaches," Annals of Economics and Statistics, GENES, issue 49-50, pages 517-540.
    48. repec:adr:anecst:y:1998:i:49-50:p:20 is not listed on IDEAS
    49. repec:bla:scandj:v:104:y:2002:i:4:p:531-45 is not listed on IDEAS
    50. 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.
    51. Zvi Griliches, 1998. "The Search for R&D Spillovers," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 251-268, National Bureau of Economic Research, Inc.
    52. Bottazzi, Laura & Peri, Giovanni, 2003. "Innovation and spillovers in regions: Evidence from European patent data," European Economic Review, Elsevier, vol. 47(4), pages 687-710, August.
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    Cited by:

    1. Jean Guinet & Dirk Meissner, 2012. "Open Innovation: Implications for Corporate Strategies, Government Policy and International R&D Spillovers," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 6(1), pages 26-36.
    2. Stolpe, Michael, 2004. "Non-market interaction in primary equity markets: evidence from France and Germany," Kiel Working Papers 1211, Kiel Institute for the World Economy (IfW Kiel).
    3. Giovanni Peri, 2004. "Knowledge Flows and Productivity," Rivista di Politica Economica, SIPI Spa, vol. 94(2), pages 21-59, March-Apr.
    4. Bernard M. Hoekman & Keith E. Maskus & Kamal Saggi, 2023. "Transfer of Technology to Developing Countries: Unilateral and Multilateral Policy Options," World Scientific Book Chapters, in: Kamal Saggi (ed.), Technology Transfer, Foreign Direct Investment, and the Protection of Intellectual Property in the Global Economy, chapter 5, pages 127-142, World Scientific Publishing Co. Pte. Ltd..
    5. repec:lic:licosd:19407 is not listed on IDEAS
    6. Корицкий А.В., 2009. "Оценка Влияния Человеческого Капитала На Использование Информационно-Компьютерных Технологий В Регионах России," Creative Economy Креативная экономика, CyberLeninka;Общество с ограниченной ответственностью Издательство «Креативная экономика», issue 7, pages 32-43.
    7. Li, Yao Amber, 2014. "Borders and distance in knowledge spillovers: Dying over time or dying with age?—Evidence from patent citations," European Economic Review, Elsevier, vol. 71(C), pages 152-172.
    8. D'artis Kancs & Pavel Ciaian, 2010. "The Impact Of The Eu Blue Card Policy On Economic Growth In The African Sending Countries," South African Journal of Economics, Economic Society of South Africa, vol. 78(3), pages 225-247, September.
    9. Ana Lara GÓMEZ, 2015. "Technological Spillovers of Research Infrastructures," Departmental Working Papers 2015-18, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    10. repec:hig:wpaper:wp-brp-11-sti-2013 is not listed on IDEAS
    11. Alessandra Cassar & Rosella Nicolini, 2008. "Spillovers and growth in a local interaction model," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 42(2), pages 291-306, June.
    12. Maria Luisa Mancusi, 2004. "International Spillovers and Absorptive Capacity: A cross-country, cross-sector analysis based on European patents and citations," STICERD - Economics of Industry Papers 35, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    13. Evgeniy Kutsenko & Dirk Meissner, 2013. "Key Features Of The First Phase Of The National Cluster Program In Russia," HSE Working papers WP BRP 11/STI/2013, National Research University Higher School of Economics.
    14. Wei Yang & Xiang Yu & Ben Zhang & Ziyang Huang, 2021. "Mapping the landscape of international technology diffusion (1994–2017): network analysis of transnational patents," The Journal of Technology Transfer, Springer, vol. 46(1), pages 138-171, February.
    15. Blerjana Bino & Ketrina Çabiri & Erjon Curraj & Alban Hashani & Ilire Mehmeti, 2015. "Knowledge-Based Regional Development in Albania and Kosovo - Reducing social and economic disparities through social and economic innovation," wiiw Balkan Observatory Working Papers 113, The Vienna Institute for International Economic Studies, wiiw.
    16. Neves, Pedro Cunha & Sequeira, Tiago Neves, 2018. "Spillovers in the production of knowledge: A meta-regression analysis," Research Policy, Elsevier, vol. 47(4), pages 750-767.
    17. repec:hig:journl:v:6:y:2012:i:1:p:26-36 is not listed on IDEAS
    18. Evgeniy Kutsenko, 2013. "Cluster policy in Russia: similarity and uniqueness," ERSA conference papers ersa13p331, European Regional Science Association.
    19. Thomas Doring & Jan Schnellenbach, 2006. "What do we know about geographical knowledge spillovers and regional growth?: A survey of the literature," Regional Studies, Taylor & Francis Journals, vol. 40(3), pages 375-395.
    20. Giovanni Peri, 2003. "The Dynamics of R&D and Innovation in the Long Run and in the Short Run," Working Papers 13, University of California, Davis, Department of Economics.
    21. Dirk Meissner, 2012. "The Economic Impact of Spillovers from R&D and Innovation," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 6(4), pages 20-31.
    22. MacGarvie, Megan, 2005. "The determinants of international knowledge diffusion as measured by patent citations," Economics Letters, Elsevier, vol. 87(1), pages 121-126, April.

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