IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/11917.html
   My bibliography  Save this paper

The Impact of Academic Patenting on the Rate, Quality, and Direction of (Public) Research Output

Author

Listed:
  • Pierre Azoulay
  • Waverly Ding
  • Toby Stuart

Abstract

We examine the influence of faculty patenting activity on the rate, quality, and content of public research outputs in a panel dataset spanning the careers of 3,862 academic life scientists. Using inverse probability of treatment weights (IPTW) to account for the dynamics of self-selection into patenting, we find that patenting has a positive effect on the rate of publication of journal articles, but no effect on the quality of these publications. Using several measures of the "patentability" of the content of research papers, we also find that patenters may be shifting their research focus to questions of commercial interest. We conclude that the often-voiced concern that patenting in academe has a nefarious effect on public research output is, at least in its simplest form, misplaced.

Suggested Citation

  • Pierre Azoulay & Waverly Ding & Toby Stuart, 2006. "The Impact of Academic Patenting on the Rate, Quality, and Direction of (Public) Research Output," NBER Working Papers 11917, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:11917
    Note: PR
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w11917.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    2. Murray, Fiona, 2002. "Innovation as co-evolution of scientific and technological networks: exploring tissue engineering," Research Policy, Elsevier, vol. 31(8-9), pages 1389-1403, December.
    3. Ben D. MacArthur & Richard O. C. Oreffo, 2005. "Bridging the gap," Nature, Nature, vol. 433(7021), pages 19-19, January.
    4. Hellmann, Thomas, 2007. "The role of patents for bridging the science to market gap," Journal of Economic Behavior & Organization, Elsevier, vol. 63(4), pages 624-647, August.
    5. Martin L. Weitzman, 1998. "Recombinant Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(2), pages 331-360.
    6. Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-970, December.
    7. 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.
    8. Jaffe, Adam B & Lerner, Josh, 2001. "Reinventing Public R&D: Patent Policy and the Commercialization of National Laboratory Technologies," RAND Journal of Economics, The RAND Corporation, vol. 32(1), pages 167-198, Spring.
    9. 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.
    10. 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.
    11. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    12. Jeffrey M. Wooldridge, 2002. "Inverse probability weighted M-estimators for sample selection, attrition, and stratification," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 117-139, August.
    13. Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
    14. Pierre Azoulay & Waverly Ding & Toby Stuart, 2005. "The Determinants of Faculty Patenting Behavior: Demographics or Opportunities?," NBER Working Papers 11348, National Bureau of Economic Research, Inc.
    15. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    16. 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.
    17. Scott Stern, 2004. "Do Scientists Pay to Be Scientists?," Management Science, INFORMS, vol. 50(6), pages 835-853, June.
    18. Carmichael, H Lorne, 1988. "Incentives in Academics: Why Is There Tenure?," Journal of Political Economy, University of Chicago Press, vol. 96(3), pages 453-472, June.
    19. Nathan ROSENBERG, 2009. "Why do firms do basic research (with their own money)?," World Scientific Book Chapters, in: Nathan Rosenberg (ed.), Studies On Science And The Innovation Process Selected Works of Nathan Rosenberg, chapter 11, pages 225-234, World Scientific Publishing Co. Pte. Ltd..
    20. Rebecca Henderson & Iain Cockburn, 1994. "Measuring Competence? Exploring Firm Effects in Pharmaceutical Research," Strategic Management Journal, Wiley Blackwell, vol. 15(S1), pages 63-84, December.
    21. Ajay Agrawal & Rebecca Henderson, 2002. "Putting Patents in Context: Exploring Knowledge Transfer from MIT," Management Science, INFORMS, vol. 48(1), pages 44-60, January.
    22. Marie Thursby & Richard Jensen, 2001. "Proofs and Prototypes for Sale: The Licensing of University Inventions," American Economic Review, American Economic Association, vol. 91(1), pages 240-259, March.
    23. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    24. Levin, Sharon G & Stephan, Paula E, 1991. "Research Productivity over the Life Cycle: Evidence for Academic Scientists," American Economic Review, American Economic Association, vol. 81(1), pages 114-132, March.
    25. Marie C. Thursby & Jerry Thursby & Swasti Gupta-Mukherjee, 2007. "Are There Real Effects of Licensing on Academic Research? A Life Cycle View," NBER Chapters, in: Academic Science and Entrepreneurship: Dual Engines of Growth, National Bureau of Economic Research, Inc.
    26. 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.
    27. Newey, Whitney K. & McFadden, Daniel, 1986. "Large sample estimation and hypothesis testing," Handbook of Econometrics, in: R. F. Engle & D. McFadden (ed.), Handbook of Econometrics, edition 1, volume 4, chapter 36, pages 2111-2245, Elsevier.
    28. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    29. Fabrizio, Kira R. & Di Minin, Alberto, 2008. "Commercializing the laboratory: Faculty patenting and the open science environment," Research Policy, Elsevier, vol. 37(5), pages 914-931, June.
    30. Fiona Murray & Scott Stern, 2005. "Do Formal Intellectual Property Rights Hinder the Free Flow of Scientific Knowledge? An Empirical Test of the Anti-Commons Hypothesis," NBER Working Papers 11465, National Bureau of Economic Research, Inc.
    31. J. M. C. Santos Silva & Silvana Tenreyro, 2006. "The Log of Gravity," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 641-658, November.
    32. Saul Lach & Mark Schankerman, 2004. "Royalty Sharing and Technology Licensing in Universities," Journal of the European Economic Association, MIT Press, vol. 2(2-3), pages 252-264, 04/05.
    33. Gourieroux, Christian & Monfort, Alain & Trognon, Alain, 1984. "Pseudo Maximum Likelihood Methods: Applications to Poisson Models," Econometrica, Econometric Society, vol. 52(3), pages 701-720, May.
    34. Di Gregorio, Dante & Shane, Scott, 2003. "Why do some universities generate more start-ups than others?," Research Policy, Elsevier, vol. 32(2), pages 209-227, February.
    35. Jerry G. Thursby & Marie C. Thursby, 2002. "Who Is Selling the Ivory Tower? Sources of Growth in University Licensing," Management Science, INFORMS, vol. 48(1), pages 90-104, January.
    36. Scott Shane & Rakesh Khurana, 2003. "Bringing individuals back in: the effects of career experience on new firm founding," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 12(3), pages 519-543, June.
    37. Hernan M. A & Brumback B. & Robins J. M, 2001. "Marginal Structural Models to Estimate the Joint Causal Effect of Nonrandomized Treatments," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 440-448, June.
    38. Zucker, Lynne G & Darby, Michael R & Brewer, Marilynn B, 1998. "Intellectual Human Capital and the Birth of U.S. Biotechnology Enterprises," American Economic Review, American Economic Association, vol. 88(1), pages 290-306, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Paula E. Stephan, 2008. "Science and the University: Challenges for Future Research," CESifo Economic Studies, CESifo Group, vol. 54(2), pages 313-324.
    2. Albert N. Link & Christopher J. Ruhm, 2013. "Public knowledge, private knowledge: the intellectual capital of entrepreneurs," Chapters, in: Public Support of Innovation in Entrepreneurial Firms, chapter 7, pages 113-126, Edward Elgar Publishing.
    3. Jerry Thursby & Marie Thursby, 2010. "University Licensing: Harnessing or Tarnishing Faculty Research?," NBER Chapters, in: Innovation Policy and the Economy, Volume 10, pages 159-189, National Bureau of Economic Research, Inc.
    4. Czarnitzki, Dirk & Glänzel, Wolfgang & Hussinger, Katrin, 2009. "Heterogeneity of patenting activity and its implications for scientific research," Research Policy, Elsevier, vol. 38(1), pages 26-34, February.
    5. repec:dau:papers:123456789/5016 is not listed on IDEAS
    6. Ki-Seok Kwon & Ben R. Martin, 2012. "Synergy or separation mode: the relationship between the academic research and the knowledge-transfer activities of Korean academics," Scientometrics, Springer;Akadémiai Kiadó, vol. 90(1), pages 177-200, January.
    7. Pluvia Zuniga, 2011. "The State of Patenting at Research Institutions in Developing Countries: Policy Approaches and Practices," WIPO Economic Research Working Papers 04, World Intellectual Property Organization - Economics and Statistics Division, revised Dec 2011.
    8. Tom Magerman & Bart Looy & Xiaoyan Song, 2010. "Exploring the feasibility and accuracy of Latent Semantic Analysis based text mining techniques to detect similarity between patent documents and scientific publications," Scientometrics, Springer;Akadémiai Kiadó, vol. 82(2), pages 289-306, February.
    9. Banal-Estanol, A. & Jofre-Bonet, M. & Meissner, C., 2008. "The Impact of Industry Collaboration on Academic Research Output: A Dynamic Panel Data Analysis," Working Papers 08/14, Department of Economics, City University London.
    10. Dirk Czarnitzki & Katrin Hussinger & Cédric Schneider, 2011. "Commercializing academic research: the quality of faculty patenting," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(5), pages 1403-1437, October.
    11. Albert Banal-Estañol & Mireia Jofre-Bonet & Cornelia Meissner, 2008. "Theimpact of industry collaboration on research: Evidence from engineering academics in the UK," Economics Working Papers 1190, Department of Economics and Business, Universitat Pompeu Fabra, revised Aug 2010.
    12. Julien Penin, 2010. "On the Consequences of Patenting University Research: Lessons from a Survey of French Academic Inventors," Industry and Innovation, Taylor & Francis Journals, vol. 17(5), pages 445-468.
    13. Chok, Jay Inghwee, 2009. "Regulatory dependence and Scientific Advisory Boards," Research Policy, Elsevier, vol. 38(5), pages 710-725, June.
    14. Leila Tahmooresnejad & Catherine Beaudry & Andrea Schiffauerova, 2015. "The role of public funding in nanotechnology scientific production: Where Canada stands in comparison to the United States," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(1), pages 753-787, January.
    15. repec:wip:wpaper:4 is not listed on IDEAS
    16. Catherine Beaudry & Ramine Kananian, 2013. "Follow the (Industry) Money -- The Impact of Science Networks and Industry-to-University Contracts on Academic Patenting in Nanotechnology and Biotechnology," Industry and Innovation, Taylor & Francis Journals, vol. 20(3), pages 241-260, April.
    17. Ani Gerbin & Mateja Drnovsek, 2016. "Determinants and public policy implications of academic-industry knowledge transfer in life sciences: a review and a conceptual framework," The Journal of Technology Transfer, Springer, vol. 41(5), pages 979-1076, October.
    18. René Carraz, 2013. "Academic patenting and the scientific enterprise: Lessons from a Japanese university," Working Papers of BETA 2013-12, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    19. Julien Pénin, 2009. "On the consequences of university patenting: What can we learn by asking directly to academic inventors?," Working Papers of BETA 2009-04, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    20. Calderini, Mario & Franzoni, Chiara & Vezzulli, Andrea, 2007. "If star scientists do not patent: The effect of productivity, basicness and impact on the decision to patent in the academic world," Research Policy, Elsevier, vol. 36(3), pages 303-319, April.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Pierre Azoulay & Waverly Ding & Toby Stuart, 2009. "The Impact Of Academic Patenting On The Rate, Quality And Direction Of (Public) Research Output," Journal of Industrial Economics, Wiley Blackwell, vol. 57(4), pages 637-676, December.
    2. Larsen, Maria Theresa, 2011. "The implications of academic enterprise for public science: An overview of the empirical evidence," Research Policy, Elsevier, vol. 40(1), pages 6-19, February.
    3. Pierre Azoulay & Waverly Ding & Toby Stuart, 2005. "The Determinants of Faculty Patenting Behavior: Demographics or Opportunities?," NBER Working Papers 11348, National Bureau of Economic Research, Inc.
    4. Andrew A. Toole & Dirk Czarnitzki, 2009. "Exploring the Relationship Between Scientist Human Capital and Firm Performance: The Case of Biomedical Academic Entrepreneurs in the SBIR Program," Management Science, INFORMS, vol. 55(1), pages 101-114, January.
    5. Andrew A. Toole & Dirk Czarnitzki, 2010. "Commercializing Science: Is There a University "Brain Drain" from Academic Entrepreneurship?," Management Science, INFORMS, vol. 56(9), pages 1599-1614, September.
    6. Toole, Andrew A. & Czarnitzki, Dirk, 2007. "Life Scientist Mobility from Academe to Industry: Does Academic Entrepreneurship Induce a Costly ?Brain Drain? on the Not-for-Profit Research Sector?," ZEW Discussion Papers 07-072, ZEW - Leibniz Centre for European Economic Research.
    7. 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.
    8. Foray, Dominique & Lissoni, Francesco, 2010. "University Research and Public–Private Interaction," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 275-314, Elsevier.
    9. Hottenrott, Hanna & Thorwarth, Susanne, 2010. "Industry funding of university research and scientific productivity," ZEW Discussion Papers 10-105, ZEW - Leibniz Centre for European Economic Research.
    10. Cornelia Lawson, 2013. "Academic patenting: the importance of industry support," The Journal of Technology Transfer, Springer, vol. 38(4), pages 509-535, August.
    11. Baldini, Nicola, 2009. "Implementing Bayh-Dole-like laws: Faculty problems and their impact on university patenting activity," Research Policy, Elsevier, vol. 38(8), pages 1217-1224, October.
    12. Dirk Czarnitzki & Katrin Hussinger & Cédric Schneider, 2011. "Commercializing academic research: the quality of faculty patenting," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(5), pages 1403-1437, October.
    13. Chudnovsky, Daniel & López, Andrés & Rossi, Martín & Ubfal, Diego, 2006. "Evaluating a Program of Public Funding of Scientific Activity: A Case Study of FONCYT in Argentina," IDB Publications (Working Papers) 2831, Inter-American Development Bank.
    14. Stephan, Paula E., 2010. "The Economics of Science," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 217-273, Elsevier.
    15. Walter, Sascha G. & Schmidt, Arne & Walter, Achim, 2016. "Patenting rationales of academic entrepreneurs in weak and strong organizational regimes," Research Policy, Elsevier, vol. 45(2), pages 533-545.
    16. Réjean Landry & Nabil Amara & Malek Saïhi, 2007. "Patenting and spin-off creation by Canadian researchers in engineering and life sciences," The Journal of Technology Transfer, Springer, vol. 32(3), pages 217-249, June.
    17. Ani Gerbin & Mateja Drnovsek, 2016. "Determinants and public policy implications of academic-industry knowledge transfer in life sciences: a review and a conceptual framework," The Journal of Technology Transfer, Springer, vol. 41(5), pages 979-1076, October.
    18. Arvanitis, Spyros & Kubli, Ursina & Woerter, Martin, 2008. "University-industry knowledge and technology transfer in Switzerland: What university scientists think about co-operation with private enterprises," Research Policy, Elsevier, vol. 37(10), pages 1865-1883, December.
    19. Cornelia Lawson, 2013. "Academic Inventions Outside the University: Investigating Patent Ownership in the UK," Industry and Innovation, Taylor & Francis Journals, vol. 20(5), pages 385-398, July.
    20. Frank T. Rothaermel & Andrew M. Hess, 2007. "Building Dynamic Capabilities: Innovation Driven by Individual-, Firm-, and Network-Level Effects," Organization Science, INFORMS, vol. 18(6), pages 898-921, December.

    More about this item

    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
    • O34 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Intellectual Property and Intellectual Capital

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nbr:nberwo:11917. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.