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The impact of knowledge diversity on inventive performance at European universities

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  • Malwina Mejer

Abstract

The diversity of knowledge and skills is considered to be good for scientific inquiry. We challenge this general statement by analyzing to what extent the diversity in knowledge background of research teams affects their inventive performance. Using patent data assigned to 60 European universities in the fields of chemistry and pharmaceuticals, a research team is defined as a group of inventors on a patent application. Team's scientific knowledge is assessed with their publication records and inventive performance with the number of forward patent citations. Two types of diversity are considered :(i) diversity in joint research experience (i.e. share of publications co-authored among team members in the total publication output of the team) and (ii) diversity in scientific disciplines (i.e. dispersion of team's knowledge across scientific disciplines). Results reveal an inverted U-shaped relationship between the diversity in joint research experience and team's inventive performance. Results confirm that diversity in scientific disciplines improves inventing performance of the team. However, teams composed of a generalist researchers with an overlap in their disciplinary background outperform teams composed of specialists.

Suggested Citation

  • Malwina Mejer, 2012. "The impact of knowledge diversity on inventive performance at European universities," Working Papers TIMES² 2013-004, ULB -- Universite Libre de Bruxelles.
  • Handle: RePEc:ict:wpaper:2013/149166
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    1. Claudine Gay & William Latham & Christian Le Bas, 2008. "Collective Knowledge, Prolific Inventors And The Value Of Inventions: An Empirical Study Of French, German And British Patents In The Us, 1975-1999," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 17(1-2), pages 5-22.
    2. Fernanda Morillo & María Bordons & Isabel Gómez, 2003. "Interdisciplinarity in science: A tentative typology of disciplines and research areas," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 54(13), pages 1237-1249, November.
    3. 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.
    4. Daniel Elfenbein, 2007. "Publications, Patents, and the Market for University Inventions," NBER Chapters, in: Academic Science and Entrepreneurship: Dual Engines of Growth, National Bureau of Economic Research, Inc.
    5. Manuel Trajtenberg, 1990. "A Penny for Your Quotes: Patent Citations and the Value of Innovations," RAND Journal of Economics, The RAND Corporation, vol. 21(1), pages 172-187, Spring.
    6. Kristina Dahlin & L. Weingart & P. Hinds, 2005. "Team diversity and information use," Post-Print hal-00480406, HAL.
    7. Nicolas Carayol & Thuc Uyen Nguyen Thi, 2005. "Why do academic scientists engage in interdisciplinary research?," Research Evaluation, Oxford University Press, vol. 14(1), pages 70-79, April.
    8. Rebecca Henderson & Adam B. Jaffe & Manuel Trajtenberg, 1998. "Universities As A Source Of Commercial Technology: A Detailed Analysis Of University Patenting, 1965-1988," The Review of Economics and Statistics, MIT Press, vol. 80(1), pages 119-127, February.
    9. Philippe Aghion & Mathias Dewatripont & Jeremy C. Stein, 2008. "Academic freedom, private‐sector focus, and the process of innovation," RAND Journal of Economics, RAND Corporation, vol. 39(3), pages 617-635, September.
    10. Geuna, Aldo & Rossi, Federica, 2011. "Changes to university IPR regulations in Europe and the impact on academic patenting," Research Policy, Elsevier, vol. 40(8), pages 1068-1076, October.
    11. Owen-Smith, Jason & Powell, Walter W., 2003. "The expanding role of university patenting in the life sciences: assessing the importance of experience and connectivity," Research Policy, Elsevier, vol. 32(9), pages 1695-1711, October.
    12. repec:adr:anecst:y:2005:i:79-80:p:05 is not listed on IDEAS
    13. Bruno Van Pottelsberghe & Eleftherios Sapsalis & Ran Navon, 2006. "Academic vs. industry patenting: an in-depth analysis of what determines patent value," ULB Institutional Repository 2013/6197, ULB -- Universite Libre de Bruxelles.
    14. Owen-Smith, Jason & Powell, Walter W, 2001. "To Patent or Not: Faculty Decisions and Institutional Success at Technology Transfer," The Journal of Technology Transfer, Springer, vol. 26(1-2), pages 99-114, January.
    15. Van Looy, Bart & Landoni, Paolo & Callaert, Julie & van Pottelsberghe, Bruno & Sapsalis, Eleftherios & Debackere, Koenraad, 2011. "Entrepreneurial effectiveness of European universities: An empirical assessment of antecedents and trade-offs," Research Policy, Elsevier, vol. 40(4), pages 553-564, May.
    16. Jean O. Lanjouw & Mark Schankerman, 1997. "Stylized Facts of Patent Litigation: Value, Scope and Ownership," NBER Working Papers 6297, National Bureau of Economic Research, Inc.
    17. Guellec, Dominique & Pottelsberghe de la Potterie, Bruno v., 2000. "Applications, grants and the value of patent," Economics Letters, Elsevier, vol. 69(1), pages 109-114, October.
    18. 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.
    19. Jacques Michel & Bernd Bettels, 2001. "Patent citation analysis.A closer look at the basic input data from patent search reports," Scientometrics, Springer;Akadémiai Kiadó, vol. 51(1), pages 185-201, April.
    20. 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.
    21. Pierre Azoulay & Waverly Ding & Toby Stuart, 2007. "The Determinants of Faculty Patenting Behavior: Demographics or Opportunities?," NBER Chapters, in: Academic Science and Entrepreneurship: Dual Engines of Growth, National Bureau of Economic Research, Inc.
    22. Paula Stephan & Shiferaw Gurmu & Albert Sumell & Grant Black, 2007. "Who'S Patenting In The University? Evidence From The Survey Of Doctorate Recipients," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 16(2), pages 71-99.
    23. Elfenbein, Daniel W., 2007. "Publications, patents, and the market for university inventions," Journal of Economic Behavior & Organization, Elsevier, vol. 63(4), pages 688-715, August.
    24. Giuri, Paola & Ploner, Matteo & Rullani, Francesco & Torrisi, Salvatore, 2010. "Skills, division of labor and performance in collective inventions: Evidence from open source software," International Journal of Industrial Organization, Elsevier, vol. 28(1), pages 54-68, January.
    25. Harhoff, Dietmar & Scherer, Frederic M. & Vopel, Katrin, 2003. "Citations, family size, opposition and the value of patent rights," Research Policy, Elsevier, vol. 32(8), pages 1343-1363, September.
    26. Lee Branstetter, 2010. "Exploring the Link between Academic Science and Industrial Innovation," NBER Chapters, in: Contributions in Memory of Zvi Griliches, pages 119-142, National Bureau of Economic Research, Inc.
    27. Nicola Baldini & Rosa Grimaldi & Maurizio Sobrero, 2007. "To patent or not to patent? A survey of Italian inventors on motivations, incentives, and obstacles to university patenting," Scientometrics, Springer;Akadémiai Kiadó, vol. 70(2), pages 333-354, February.
    28. Scherer, F. M. & Harhoff, Dietmar, 2000. "Technology policy for a world of skew-distributed outcomes," Research Policy, Elsevier, vol. 29(4-5), pages 559-566, April.
    29. Haeussler, Carolin & Sauermann, Henry, 2013. "Credit where credit is due? The impact of project contributions and social factors on authorship and inventorship," Research Policy, Elsevier, vol. 42(3), pages 688-703.
    30. Ray Reagans & Ezra W. Zuckerman, 2001. "Networks, Diversity, and Productivity: The Social Capital of Corporate R&D Teams," Organization Science, INFORMS, vol. 12(4), pages 502-517, August.
    31. He, Zi-Lin & Geng, Xue-Song & Campbell-Hunt, Colin, 2009. "Research collaboration and research output: A longitudinal study of 65 biomedical scientists in a New Zealand university," Research Policy, Elsevier, vol. 38(2), pages 306-317, March.
    32. Bronwyn H. Hall, 2005. "A Note on the Bias in Herfindahl-Type Measures Based on Count Data," Revue d'Économie Industrielle, Programme National Persée, vol. 110(1), pages 149-156.
    33. Narin, Francis & Noma, Elliot & Perry, Ross, 1987. "Patents as indicators of corporate technological strength," Research Policy, Elsevier, vol. 16(2-4), pages 143-155, August.
    34. Narin, Francis & Hamilton, Kimberly S. & Olivastro, Dominic, 1997. "The increasing linkage between U.S. technology and public science," Research Policy, Elsevier, vol. 26(3), pages 317-330, October.
    35. 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.
    36. Bercovitz, Janet & Feldman, Maryann, 2011. "The mechanisms of collaboration in inventive teams: Composition, social networks, and geography," Research Policy, Elsevier, vol. 40(1), pages 81-93, February.
    37. Lee Fleming, 2001. "Recombinant Uncertainty in Technological Search," Management Science, INFORMS, vol. 47(1), pages 117-132, January.
    38. Adams, James D. & Black, Grant C. & Clemmons, J. Roger & Stephan, Paula E., 2005. "Scientific teams and institutional collaborations: Evidence from U.S. universities, 1981-1999," Research Policy, Elsevier, vol. 34(3), pages 259-285, April.
    39. Tijssen, Robert J. W., 2002. "Science dependence of technologies: evidence from inventions and their inventors," Research Policy, Elsevier, vol. 31(4), pages 509-526, May.
    40. Azoulay, Pierre & Ding, Waverly & Stuart, Toby, 2007. "The determinants of faculty patenting behavior: Demographics or opportunities?," Journal of Economic Behavior & Organization, Elsevier, vol. 63(4), pages 599-623, August.
    41. Wolfgang Glänzel & András Schubert, 2001. "Double effort = Double impact? A critical view at international co-authorship in chemistry," Scientometrics, Springer;Akadémiai Kiadó, vol. 50(2), pages 199-214, February.
    42. Francesco Lissoni & Fabio Montobbio, 2008. "Inventorship and Authorship in Patent-Publication Pairs: an Enquiry into the Economics of Scientific Credit," KITeS Working Papers 224, KITeS, Centre for Knowledge, Internationalization and Technology Studies, Universita' Bocconi, Milano, Italy, revised Nov 2008.
    43. Joshua Lerner, 1994. "The Importance of Patent Scope: An Empirical Analysis," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 319-333, Summer.
    44. Bruno Cassiman & Reinhilde Veugelers & Pluvia Zuniga, 2008. "In search of performance effects of (in)direct industry science links," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 17(4), pages 611-646, August.
    45. Breschi, Stefano & Catalini, Christian, 2010. "Tracing the links between science and technology: An exploratory analysis of scientists' and inventors' networks," Research Policy, Elsevier, vol. 39(1), pages 14-26, February.
    46. Cummings, Jonathon N. & Kiesler, Sara, 2007. "Coordination costs and project outcomes in multi-university collaborations," Research Policy, Elsevier, vol. 36(10), pages 1620-1634, December.
    47. Sapsalis, Eleftherios & van Pottelsberghe de la Potterie, Bruno & Navon, Ran, 2006. "Academic versus industry patenting: An in-depth analysis of what determines patent value," Research Policy, Elsevier, vol. 35(10), pages 1631-1645, December.
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