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Networks of innovators within and across borders. Evidence from patent data

Author

Listed:
  • Andrea Morescalchi

    (IMT School for Advanced Studies Lucca)

  • Fabio Pammolli

    (IMT School for Advanced Studies Lucca)

  • Orion Penner

    (IMT School for Advanced Studies Lucca)

  • Petersen Alexander M.

    (IMT School for Advanced Studies Lucca)

  • Massimo Riccaboni

    (IMT School for Advanced Studies Lucca and Department of Managerial Economics, Strategy and Innovation, K.U. Leuven)

Abstract

Recent studies on the geography of knowledge networks have documented a negative impact of physical distance and institutional borders upon research and development (R&D) collaborations. Though it is widely recognized that geographic constraints hamper the diffusion of knowledge, less attention has been devoted to the temporal evolution of these constraints. In this study we use data on patents filed with the European Patent Office (EPO) for 50 countries to analyze the impact of physical distance and country borders on inter-regional links in four different networks over the period 1988-2009: (1) co-inventorship, (2) patent citations, (3) inventor mobility and (4) the location of R&D laboratories. We find the constraint imposed by country borders and distance decreased until mid-1990s then started to grow, particularly for distance. The intensity of European cross-country inventor collaborations increased at a higher pace than their non-European counterparts until 2004, with no significant relative progress afterwards. Moreover, when analyzing networks of geographical mobility, multinational R&D activities and patent citations we do not depict any substantial progress in European research integration aside from the influence of common global trends.

Suggested Citation

  • Andrea Morescalchi & Fabio Pammolli & Orion Penner & Petersen Alexander M. & Massimo Riccaboni, 2013. "Networks of innovators within and across borders. Evidence from patent data," Working Papers 4/2013, IMT School for Advanced Studies Lucca, revised Aug 2013.
  • Handle: RePEc:ial:wpaper:4/2013
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    References listed on IDEAS

    as
    1. Ajay Agrawal & Avi Goldfarb, 2008. "Restructuring Research: Communication Costs and the Democratization of University Innovation," American Economic Review, American Economic Association, vol. 98(4), pages 1578-1590, September.
    2. Gomes-Casseres, Benjamin & Hagedoorn, John & Jaffe, Adam B., 2006. "Do alliances promote knowledge flows?," Journal of Financial Economics, Elsevier, vol. 80(1), pages 5-33, April.
    3. James E. Anderson & Eric van Wincoop, 2004. "Trade Costs," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 691-751, September.
    4. 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.
    5. Angrist, Joshua D. & Krueger, Alan B., 1999. "Empirical strategies in labor economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 23, pages 1277-1366, Elsevier.
    6. Richard Blundell & Monica Costa Dias, 2009. "Alternative Approaches to Evaluation in Empirical Microeconomics," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
    7. Jinyoung Kim & Sangjoon John Lee & Gerald Marschke, 2009. "International Knowledge Flows: Evidence from an Inventor-Firm Matched Data Set," NBER Chapters, in: Science and Engineering Careers in the United States: An Analysis of Markets and Employment, pages 321-348, National Bureau of Economic Research, Inc.
    8. Gaspar, Jess & Glaeser, Edward L., 1998. "Information Technology and the Future of Cities," Journal of Urban Economics, Elsevier, vol. 43(1), pages 136-156, January.
    9. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    10. Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-333, March.
    11. Jean-François Brun & Céline Carrère & Patrick Guillaumont & Jaime de Melo, 2015. "Has Distance Died? Evidence from a Panel Gravity Model," World Scientific Book Chapters, in: Developing Countries in the World Economy, chapter 13, pages 299-320, World Scientific Publishing Co. Pte. Ltd..
    12. Glaeser, Edward L & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1992. "Growth in Cities," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1126-1152, December.
      • Edward L. Glaeser & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1991. "Growth in Cities," NBER Working Papers 3787, National Bureau of Economic Research, Inc.
      • Glaeser, Edward Ludwig & Kallal, Hedi D. & Scheinkman, Jose A. & Shleifer, Andrei, 1992. "Growth in Cities," Scholarly Articles 3451309, Harvard University Department of Economics.
    13. Colin Webb & Hélène Dernis & Dietmar Harhoff & Karin Hoisl, 2005. "Analysing European and International Patent Citations: A Set of EPO Patent Database Building Blocks," OECD Science, Technology and Industry Working Papers 2005/9, OECD Publishing.
    14. Freeman, Chris, 1995. "The 'National System of Innovation' in Historical Perspective," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 19(1), pages 5-24, February.
    15. Freeman, C., 1991. "Networks of innovators: A synthesis of research issues," Research Policy, Elsevier, vol. 20(5), pages 499-514, October.
    16. Mr. Rikhil Bhavnani & Ms. Natalia T. Tamirisa & Mr. Arvind Subramanian & Mr. David T. Coe, 2002. "The Missing Globalization Puzzle," IMF Working Papers 2002/171, International Monetary Fund.
    17. Roderik Ponds & Frank Van Oort & Koen Frenken, 2007. "The geographical and institutional proximity of research collaboration," Papers in Regional Science, Wiley Blackwell, vol. 86(3), pages 423-443, August.
    18. Rainer Winkelmann, 2008. "Econometric Analysis of Count Data," Springer Books, Springer, edition 0, number 978-3-540-78389-3, January.
    19. M. Ozman, 2009. "Inter-firm networks and innovation: a survey of literature," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 18(1), pages 39-67.
    20. Koen Frenken (ed.), 2007. "Applied Evolutionary Economics and Economic Geography," Books, Edward Elgar Publishing, number 4172.
    21. Richard B. Freeman & Daniel Goroff, 2009. "Science and Engineering Careers in the United States: An Analysis of Markets and Employment," NBER Books, National Bureau of Economic Research, Inc, number free09-1.
    22. Paul Almeida & Bruce Kogut, 1999. "Localization of Knowledge and the Mobility of Engineers in Regional Networks," Management Science, INFORMS, vol. 45(7), pages 905-917, July.
    23. Frenken, Koen & Hardeman, Sjoerd & Hoekman, Jarno, 2009. "Spatial scientometrics: Towards a cumulative research program," Journal of Informetrics, Elsevier, vol. 3(3), pages 222-232.
    24. von Zedtwitz, Maximilian & Gassmann, Oliver, 2002. "Market versus technology drive in R&D internationalization: four different patterns of managing research and development," Research Policy, Elsevier, vol. 31(4), pages 569-588, May.
    25. Thomas Scherngell & Yuanjia Hu, 2011. "Collaborative Knowledge Production in China: Regional Evidence from a Gravity Model Approach," Regional Studies, Taylor & Francis Journals, vol. 45(6), pages 755-772.
    26. Roderik Ponds, 2009. "The limits to internationalization of scientific research collaboration," The Journal of Technology Transfer, Springer, vol. 34(1), pages 76-94, February.
    27. Koen Frenken, 2002. "A New Indicator of European Integration and an Application to Collaboration in Scientific Research," Economic Systems Research, Taylor & Francis Journals, vol. 14(4), pages 345-361, December.
    28. 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.
    29. Thomas Scherngell & Michael J. Barber, 2009. "Spatial interaction modelling of cross‐region R&D collaborations: empirical evidence from the 5th EU framework programme," Papers in Regional Science, Wiley Blackwell, vol. 88(3), pages 531-546, August.
    30. Patel, Pari & Vega, Modesto, 1999. "Patterns of internationalisation of corporate technology: location vs. home country advantages1," Research Policy, Elsevier, vol. 28(2-3), pages 145-155, March.
    31. James E. Anderson, 2011. "The Gravity Model," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 133-160, September.
    32. Freeman, Richard B. & Goroff, Daniel L (ed.), 2009. "Science and Engineering Careers in the United States," National Bureau of Economic Research Books, University of Chicago Press, number 9780226261898, October.
    33. Jeremy Howells, 2012. "The geography of knowledge: never so close but never so far apart," Journal of Economic Geography, Oxford University Press, vol. 12(5), pages 1003-1020, September.
    34. John H. Dunning & Sarianna M. Lundan, 2009. "The Internationalization of Corporate R&D: A Review of the Evidence and Some Policy Implications for Home Countries1," Review of Policy Research, Policy Studies Organization, vol. 26(1‐2), pages 13-33, January.
    35. Thomas Scherngell & Michael Barber, 2011. "Distinct spatial characteristics of industrial and public research collaborations: evidence from the fifth EU Framework Programme," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 46(2), pages 247-266, April.
    36. J. Scott Long & Jeremy Freese, 2006. "Regression Models for Categorical Dependent Variables using Stata, 2nd Edition," Stata Press books, StataCorp LP, edition 2, number long2, March.
    37. Jasjit Singh, 2007. "Asymmetry of knowledge spillovers between MNCs and host country firms," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(5), pages 764-786, September.
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    Cited by:

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    3. Niccolò Innocenti & Francesco Capone & Luciana Lazzeretti & Sergio Petralia, 2022. "The role of inventors’ networks and variety for breakthrough inventions," Papers in Regional Science, Wiley Blackwell, vol. 101(1), pages 37-57, February.
    4. Rafael Lata & Sidonia Proff & Thomas Brenner, 2018. "The influence of distance types on co-patenting and co-publishing in the USA and Europe over time," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 61(1), pages 49-71, July.

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    More about this item

    Keywords

    Geography of knowledge; Networks of Innovators; European integration; Spatial proximity; Crossborder collaboration; Gravity model;
    All these keywords.

    JEL classification:

    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights
    • R1 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

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