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Explaining the Patenting Propensity: A Regional Analysis using EPO-OECD Data

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  • Cozza, Claudio
  • Schettino, Francesco

Abstract

The aim of this paper is to study empirically the patenting propensity at the European regional level. To do that we use the OECD-REGPAT dataset, that includes patent applications made by European inventors and applicants to EPO in the time-span 1978-2011. Explanatory variables on R&D and human capital are extracted from EUROSTAT and OECD databases. In order to reduce biases we use patent applications by region of the inventor, as its linkage to the territory is stronger than using the region of the applicant. Analyzing the data, we sketch out the existence of a deep uneven distribution both in patent applications and R&D expenditure. Richer regions in terms of GDP – generally those of central-western Europe – show higher level of both private and public R&D expenditure as well as a consistent share of the whole European patent applications in last decades. As a consequence, eastern (and to a minor extent southern) European regions report harmful outcomes in terms of both variables. Thus, following the approach of Cincera (1997, 2005) we explain the determinants of patenting propensity using a regional panel data. Our main results substantially confirm the key role of R&D expenditure on patenting activity: mainly the business-enterprises component, but also the government sector one. Moreover, human capital variables – such as the share of human resources employed in high tech industries, and the number of highly qualified workers in science and technology occupations – show a positive relationship with patenting propensity. On the other side, average enterprise size seems not to play a determinant role on patent applications.

Suggested Citation

  • Cozza, Claudio & Schettino, Francesco, 2013. "Explaining the Patenting Propensity: A Regional Analysis using EPO-OECD Data," MPRA Paper 45084, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:45084
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    References listed on IDEAS

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    1. Michele Cincera, 2005. "The link between firms' R&D by type of activity and source of funding and the decision to patent," DULBEA Working Papers 05-10.RS, ULB -- Universite Libre de Bruxelles.
    2. Hall, Bronwyn H & Griliches, Zvi & Hausman, Jerry A, 1986. "Patents and R and D: Is There a Lag?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 27(2), pages 265-283, June.
    3. Bronwyn H. Hall & Grid Thoma & Salvatore Torrisi, 2006. "The market value of patents and R&D: Evidence from European firms," KITeS Working Papers 186, KITeS, Centre for Knowledge, Internationalization and Technology Studies, Universita' Bocconi, Milano, Italy, revised Nov 2006.
    4. Nicolas van Zeebroeck & Bruno van Pottelsberghe de la Potterie, 2011. "The vulnerability of patent value determinants," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(3), pages 283-308.
    5. Paola Criscuolo & Rajneesh Narula & Bart Verspagen, 2005. "Role of home and host country innovation systems in r&d internationalisation: a patent citation analysis," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(5), pages 417-433.
    6. Bronwyn H. Hall & Adam Jaffe & Manuel Trajtenberg, 2005. "Market Value and Patent Citations," RAND Journal of Economics, The RAND Corporation, vol. 36(1), pages 16-38, Spring.
    7. Narin, Francis & Breitzman, Anthony, 1995. "Inventive productivity," Research Policy, Elsevier, vol. 24(4), pages 507-519, July.
    8. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    9. Rebecca Henderson & Adam Jaffe & Manuel Trajtenberg, 2005. "Patent Citations and the Geography of Knowledge Spillovers: A Reassessment: Comment," American Economic Review, American Economic Association, vol. 95(1), pages 461-464, March.
    10. 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.
    11. Claudio Cozza & Daniele Paci & Giulio Perani, 2012. "Ownership and Execution of Regional Corporate R&D - Methodological Hints from the Italian Case," Eurasian Business Review, Eurasia Business and Economics Society, vol. 2(1), pages 47-62, Spring.
    12. Hausman, Jerry & Hall, Bronwyn H & Griliches, Zvi, 1984. "Econometric Models for Count Data with an Application to the Patents-R&D Relationship," Econometrica, Econometric Society, vol. 52(4), pages 909-938, July.
    13. Claudio Cozza & Daniele Paci & Giulio Perani, 2012. "Ownership and Execution of Regional Corporate R&D — Methodological Hints from the Italian Case," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 2(1), pages 47-62, June.
    14. Olivier Jean Blanchard & Stanley Fischer (ed.), 1993. "NBER Macroeconomics Annual 1993," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262521849, December.
    15. Bronwyn H. Hall & Albert N. Link & John T. Scott, 2003. "Universities as Research Partners," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 485-491, May.
    16. Hall, Bronwyn H & Ziedonis, Rosemarie Ham, 2001. "The Patent Paradox Revisited: An Empirical Study of Patenting in the U.S. Semiconductor Industry, 1979-1995," RAND Journal of Economics, The RAND Corporation, vol. 32(1), pages 101-128, Spring.
    17. Olivier Jean Blanchard & Stanley Fischer, 1993. "NBER Macroeconomics Annual 1993, Volume 8," NBER Books, National Bureau of Economic Research, Inc, number blan93-1, January.
    18. Francesco Schettino, 2007. "Us Patent Citations Data And Industrial Knowledge Spillovers," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 16(8), pages 595-633.
    19. Jean O. Lanjouw & Mark Schankerman, 2004. "Patent Quality and Research Productivity: Measuring Innovation with Multiple Indicators," Economic Journal, Royal Economic Society, vol. 114(495), pages 441-465, April.
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    3. Roberto Antonietti & Sandro Montresor, 2019. "Regional diversification patterns and Key Enabling Technologies (KETs) in Italian regions," Papers in Evolutionary Economic Geography (PEEG) 1928, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2019.

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    JEL classification:

    • K29 - Law and Economics - - Regulation and Business Law - - - Other
    • O34 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Intellectual Property and Intellectual Capital
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity

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