Determinants and public policy implications of academic-industry knowledge transfer in life sciences: a review and a conceptual framework

There is a considerable interest of scholars in benefits and challenges arising from involvement of academic researchers and their institutions in knowledge transfer activities with the business sector. The emerging questions have resulted in a number of studies, yielding rich but mixed findings. The purpose of this paper is to systematically review this body of investigative work, with a particular emphasis on life sciences. Based on the systematic analysis and synthesis of 135 articles published between 1980 and 2014, we discuss the most interesting findings for each of the six identified principal academic-industry research topics: involvement predictors and motivators, role of incentives, institutional performance determinants, knowledge transfer institutionalization, relationship with scientific output and impact on open science. Whereas many studies reach consensus regarding the particular personal and contextual predictors of researchers’ knowledge transfer involvement, we also find substantial evidence that depending on empirical setting, variables such as scientific productivity and institutional technology transfer support policies can act both as enablers and inhibitors in the process. We find no straightforward evidence regarding the role of the size, age and structure of technology transfer offices in the knowledge transfer performance of academic institutions. We also show that most studies agree that engagement in knowledge transfer activities does not negatively affect the researchers’ scientific output. Yet, it is less clear to what extent university-industry interactions can be detrimental for the norms of open science. We draw several policy implications for academic settings and emphasize interesting avenues for further research in this field.

[1]  John Walsh,et al.  Research Tool Patenting and Licensing and Biomedical Innovation , 2003 .

[2]  M. Trajtenberg,et al.  Universities as a Source of Commercial Technology: A Detailed Analysis of University Patenting, 19651988 , 1995, Review of Economics and Statistics.

[3]  Igor Prodan,et al.  Conceptualizing academic-entrepreneurial intentions: An empirical test , 2008 .

[4]  S. Shane Prior Knowledge and the Discovery of Entrepreneurial Opportunities , 2000 .

[5]  Amalya L. Oliver Biotechnology entrepreneurial scientists and their collaborations , 2004 .

[6]  Stefano Breschi,et al.  Tracing the links between science and technology: An exploratory analysis of scientists' and inventors' networks , 2010 .

[7]  Arvids A. Ziedonis,et al.  Academic patent quality and quantity before and after the Bayh-Dole act in the United States , 2002 .

[8]  Wolfgang Glänzel,et al.  Heterogeneity of Patenting Activity and Its Implications for Scientific Research , 2007 .

[9]  Albert N. Link,et al.  Generating science-based growth: an econometric analysis of the impact of organizational incentives on university–industry technology transfer , 2005 .

[10]  Nicolas Carayol,et al.  Does research organization influence academic production?: Laboratory level evidence from a large European university , 2004 .

[11]  R. Hoedemaekers Commercialization, patents and moral assessment of biotechnology products. , 2001, The Journal of medicine and philosophy.

[12]  Gustavo Crespi,et al.  University IPRs and knowledge transfer: is university ownership more efficient? , 2010 .

[13]  T. Allen,et al.  Entrepreneurial orientation, technology transfer and spinoff performance of U.S. universities , 2005 .

[14]  Vadim Grinevich,et al.  The nature of academic entrepreneurship in the UK: Widening the focus on entrepreneurial activities , 2013 .

[15]  Georg Krücken,et al.  Learning the `New, New Thing': On the role of path dependency in university structures , 2003 .

[16]  Beth-Anne Schuelke-Leech Resources and research: An empirical study of the influence of departmental research resources on individual STEM researchers involvement with industry , 2013 .

[17]  Sue Birley,et al.  Academic networks in a trichotomous categorisation of university spinouts , 2003 .

[18]  M. Wright,et al.  The Influence of University Departments on the Evolution of Entrepreneurial Competencies in Spin-Off Ventures , 2014 .

[19]  Magnus Gulbrandsen,et al.  Industry funding and university professors' research performance , 2005 .

[20]  Louise A. Heslop,et al.  Development of a Technology Readiness Assessment Measure: The Cloverleaf Model of Technology Transfer , 2001 .

[21]  W. Powell,et al.  The expanding role of university patenting in the life sciences: assessing the importance of experience and connectivity , 2003 .

[22]  Y. Lee The Sustainability of University-Industry Research Collaboration: An Empirical Assessment , 2000 .

[23]  D Blumenthal,et al.  Participation of life-science faculty in research relationships with industry. , 1996, The New England journal of medicine.

[24]  Mark Schankerman,et al.  Royalty Sharing and Technology Licensing in Universities , 2004 .

[25]  Waverly W. Ding,et al.  The Impact of Academic Patenting on the Rate, Quality and Direction of (Public) Research Output , 2009 .

[26]  L. Zucker,et al.  Star scientists and institutional transformation: patterns of invention and innovation in the formation of the biotechnology industry. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[27]  Janet Bercovitz,et al.  Organizational Structure as a Determinant of Academic Patent and Licensing Behavior: An Exploratory Study of Duke, Johns Hopkins, and Pennsylvania State Universities , 2001 .

[28]  Marie C. Thursby,et al.  Industry/University Licensing: Characteristics, Concerns and Issues from the Perspective of the Buyer , 2003 .

[29]  Arvids A. Ziedonis,et al.  The growth of patenting and licensing by U.S. universities: an assessment of the effects of the Bayh–Dole act of 1980 , 2001 .

[30]  Scott Shane,et al.  When do start-ups that exploit patented academic knowledge survive? , 2003 .

[31]  P. Boardman,et al.  University researchers working with private companies , 2009 .

[32]  Andrew J. Nelson,et al.  From the Ivory Tower to the Startup Garage: Organizational Context and Commercialization Processes , 2014 .

[33]  Stephen Hilgartner,et al.  Data Withholding in Genetics and the Other Life Sciences: Prevalences and Predictors , 2006, Academic medicine : journal of the Association of American Medical Colleges.

[34]  Martin Kenney,et al.  The role of social embeddedness in professorial entrepreneurship: a comparison of electrical engineering and computer science at UC Berkeley and Stanford , 2004 .

[35]  B. Looy,et al.  Combining entrepreneurial and scientific performance in academia: towards a compounded and reciprocal Matthew-effect? , 2004 .

[36]  A. Warren,et al.  Models for university technology transfer: resolving conflicts between mission and methods and the dependency on geographic location , 2008 .

[37]  Melissa S. Anderson,et al.  Data Withholding and the Next Generation of Scientists: Results of a National Survey , 2006, Academic medicine : journal of the Association of American Medical Colleges.

[38]  Waverly W. Ding,et al.  When Do Scientists Become Entrepreneurs? The Social Structural Antecedents of Commercial Activity in the Academic Life Sciences1 , 2006, American Journal of Sociology.

[39]  Staffan Jacobsson,et al.  Is the commercialisation of European academic R&D weak? - a critical assessment of a 'dominant belief' and associated policy responses , 2013 .

[40]  Scott Shane,et al.  Why do some universities generate more start-ups than others? , 2003 .

[41]  Rebecca Henderson,et al.  Special Issue on University Entrepreneurship and Technology Transfer: Putting Patents in Context: Exploring Knowledge Transfer from MIT , 2002, Manag. Sci..

[42]  David Large,et al.  Building Successful Technology Commercialization Teams: Pilot Empirical Support for the Theory of Cascading Commitment , 2000 .

[43]  Barry Bozeman,et al.  Researchers’ Industry Experience and Productivity in University–Industry Research Centers: A “Scientific and Technical Human Capital” Explanation , 2006 .

[44]  Scott Shane,et al.  The effects of patent litigation on university licensing efforts , 2007 .

[45]  R. Nelson,et al.  The benefits and costs of strong patent protection: a contribution to the current debate , 1998 .

[46]  Jerry G. Thursby,et al.  Special Issue on University Entrepreneurship and Technology Transfer: Who Is Selling the Ivory Tower? Sources of Growth in University Licensing , 2002, Manag. Sci..

[47]  Magnus Henrekson,et al.  Bottom-Up vs. Top-Down Policies Towards the Commercialization of University Intellectual Property , 2003 .

[48]  H. Etzkowitz Research groups as ???quasi-firms???: the invention of the entrepreneurial university , 2003 .

[49]  Jeannette A. Colyvas,et al.  Breaking the Ivory Tower: Academic Entrepreneurship in the Life Sciences in UK and Germany , 2011 .

[50]  Rosa Grimaldi,et al.  To patent or not to patent? A survey of Italian inventors on motivations, incentives, and obstacles to university patenting , 2007, Scientometrics.

[51]  Mike Wright,et al.  The creation of spin-off firms at public research institutions: Managerial and policy implications , 2005 .

[52]  Diana Hicks,et al.  Does University-Industry Collaboration Adversely Affect University Research?. , 1999 .

[53]  Mike Wright,et al.  Assessing the relative performance of U.K. university technology transfer offices: parametric and non-parametric evidence , 2005 .

[54]  Peter T. Gianiodis,et al.  Innovation speed: Transferring university technology to market , 2005 .

[55]  Paula E. Stephan,et al.  WHO'S PATENTING IN THE UNIVERSITY? EVIDENCE FROM THE SURVEY OF DOCTORATE RECIPIENTS , 2007 .

[56]  Eric G. Campbell,et al.  Sharing in Science , 2002, American Scientist.

[57]  J. Batista-Foguet,et al.  University entrepreneurship centres as service businesses , 2008 .

[58]  Dorothy E. Leidner,et al.  Review: Knowledge Management and Knowledge Management Systems: Conceptual Foundations and Research Issues , 2001, MIS Q..

[59]  S. Hilgartner,et al.  Data withholding in academic genetics: evidence from a national survey. , 2002, JAMA.

[60]  Chiara Franzoni,et al.  Aggregates, Bridges or Isolates? Investigating the Social Networks of Academic Inventors , 2013 .

[61]  C. González-Brambila,et al.  Faculty Entrepreneurs and Research Productivity , 2007 .

[62]  M. Petticrew,et al.  Systematic Reviews in the Social Sciences: A Practical Guide , 2005 .

[63]  Martin Kenney,et al.  Reconsidering the Bayh-Dole Act and the Current University Invention Ownership Model , 2009 .

[64]  Paula E. Stephan,et al.  Knowledge spillovers in biotechnology: sources and incentives , 1999 .

[65]  Michael D. Ensley,et al.  A comparative study of new venture top management team composition, dynamics and performance between university-based and independent start-ups , 2005 .

[66]  Sotaro Shibayama Conflict between entrepreneurship and open science, and the transition of scientific norms , 2012 .

[67]  Lee N. Davis,et al.  ACADEMIC-BUSINESS COOPERATIONS IN BIOTECHNOLOGY: WHO COOPERATES WITH FIRMS, AND WHY? , 2006 .

[68]  C. Renault,et al.  Academic Capitalism and University Incentives for Faculty Entrepreneurship , 2006 .

[69]  Tamara Jonjić Juggling Between Open Science and the Market: Public Science Responses to the Patentability of Biomedical Research Tools , 2010 .

[70]  Martin Meyer,et al.  Becoming an entrepreneurial university? A case study of knowledge exchange relationships and faculty attitudes in a medium-sized, research-oriented university , 2008 .

[71]  Tariq H. Malik,et al.  National institutional differences and cross-border university–industry knowledge transfer , 2013 .

[72]  A. Link,et al.  Toward a model of the effective transfer of scientific knowledge from academicians to practitioners: qualitative evidence from the commercialization of university technologies. , 2004 .

[73]  Gerard George,et al.  Academics or entrepreneurs? Investigating role identity modification of university scientists involved in commercialization activity , 2009 .

[74]  A. Salter,et al.  Academic Engagement and Commercialisation: A Review of the Literature on University-Industry Relations , 2012 .

[75]  John P. Walsh,et al.  Local context, academic entrepreneurship and open science: Publication secrecy and commercial activity among Japanese and US scientists , 2014 .

[76]  Fiona E. Murray The role of academic inventors in entrepreneurial firms: sharing the laboratory life , 2004 .

[77]  Wesley M. Cohen,et al.  Where excludability matters: Material versus intellectual property in academic biomedical research , 2007 .

[78]  S. Jong Academic organizations and new industrial fields: Berkeley and Stanford after the rise of biotechnology , 2008 .

[79]  Scott Shane,et al.  Special Issue on University Entrepreneurship and Technology Transfer: Selling University Technology: Patterns from MIT , 2002, Manag. Sci..

[80]  W. Powell,et al.  To Patent or Not: Faculty Decisions and Institutional Success at Technology Transfer , 2001 .

[81]  Barry Bozeman,et al.  Technology transfer and public policy: a review of research and theory , 2000 .

[82]  Marie C. Thursby,et al.  Objectives, Characteristics and Outcomes of University Licensing: A Survey of Major U.S. Universities , 2001 .

[83]  Stefan Krabel,et al.  What drives scientists to start their own company?: An empirical investigation of Max Planck Society scientists , 2009 .

[84]  Michael A. Stoto,et al.  University-industry relationships in the life sciences: Implications for students and post-doctoral fellows☆ , 1987 .

[85]  Elizabeth A. Corley,et al.  Universities : The Impacts of University Research Center Affiliation and Gender on Industrial Activities , 2015 .

[86]  Guido Buenstorf,et al.  Is commercialization good or bad for science? Individual-level evidence from the Max Planck Society , 2009 .

[87]  R. Kneller,et al.  Technology transfer: a review for biomedical researchers. , 2001, Clinical cancer research : an official journal of the American Association for Cancer Research.

[88]  Maryann Feldman,et al.  Academic Entrepreneurs: Organizational Change at the Individual Level , 2008, Organ. Sci..

[89]  E. Einsiedel,et al.  Patents, commercialization and the Canadian stem cell research community. , 2008, Regenerative medicine.

[90]  Material transfer agreements and collaborative publication activity: the case of a biotechnology network , 2007 .

[91]  Nicola Baldini,et al.  Negative effects of university patenting: Myths and grounded evidence , 2008, Scientometrics.

[92]  A. Geuna,et al.  University patenting and its effects on academic research: The emerging European evidence , 2006 .

[93]  David Blumenthal,et al.  Entrepreneurship, Secrecy, and Productivity: A Comparison of Clinical and Non-Clinical Life Sciences Faculty , 2001 .

[94]  Fiona E. Murray Innovation as co-evolution of scientific and technological networks: exploring tissue engineering , 2002 .

[95]  Marie C. Thursby,et al.  Proofs and Prototypes for Sale: The Licensing of University Inventions , 2001 .

[96]  David B. Audretsch,et al.  Does policy influence the commercialization route? Evidence from National Institutes of Health funded scientists , 2010 .

[97]  Ajay Agrawal,et al.  Have university knowledge flows narrowed?: Evidence from patent data , 2009 .

[98]  M. Heller,et al.  Can Patents Deter Innovation , 1998 .

[99]  David B. Balkin,et al.  Entrepreneurship from the Ivory Tower: Do Incentive Systems Matter? , 2004 .

[100]  M. Wright,et al.  University spin-off firms: Lessons from ten years of experience in Europe , 2008 .

[101]  Ammon Salter,et al.  In Good Company: The Influence of Peers on Industry Engagement by Academic Scientists , 2014 .

[102]  Joshua B. Powers R&D Funding Sources and University Technology Transfer: What Is Stimulating Universities to Be More Entrepreneurial? , 2004 .

[103]  Lee N. Davis,et al.  Scientists’ perspectives concerning the effects of university patenting on the conduct of academic research in the life sciences , 2011 .

[104]  Koenraad Debackere,et al.  Entrepreneurial universities and the dynamics of academic knowledge production: A case study of basic vs. applied research in Belgium , 2003, Scientometrics.

[105]  Koenraad Debackere,et al.  Patent Related Indicators for Assessing Knowledge-Generating Institutions: Towards a Contextualised Approach , 2003 .

[106]  P. David,et al.  Toward a new economics of science , 1994 .

[107]  Richard N. Cardozo,et al.  Mapping the university technology transfer process , 1997 .

[108]  Waverly W. Ding,et al.  The Determinants of Faculty Patenting Behavior: Demographics or Opportunities? , 2005 .

[109]  Paula E. Stephan,et al.  Company-Scientist Locational Links: The Case of Biotechnology , 1996 .

[110]  Marie C. Thursby,et al.  Disclosure and licensing of University inventions: 'The best we can do with the s**t we get to work with' , 2003 .

[111]  Timothy Caulfield,et al.  Biomedical Research and the Commercialization Agenda: A Review of main Considerations for Neuroscience , 2008, Accountability in research.

[112]  Thomas B. Astebro,et al.  Startups by Recent University Graduates and their Faculty - Implications for University Entrepreneurship Policy , 2011 .

[113]  John P. Walsh,et al.  Academic Entrepreneurship and Exchange of Scientific Resources , 2012 .

[114]  Andrea Vezzulli,et al.  If star scientists do not patent: The effect of productivity, basicness and impact on the decision to patent in the academic world , 2007 .

[115]  Jeannette A. Colyvas From divergent meanings to common practices: The early institutionalization of technology transfer in the life sciences at Stanford University , 2007 .

[116]  E. Giuliani,et al.  Who are the researchers that are collaborating with industry? An analysis of the wine sectors in Chile, South Africa and Italy , 2010 .

[117]  Kira Fabrizio,et al.  Commercializing the laboratory: Faculty patenting and the open science environment , 2008 .

[118]  S. Breschi,et al.  Networks of inventors and the role of academia: an exploration of Italian patent data , 2004 .

[119]  Mike Wright,et al.  Academic and Surrogate Entrepreneurs in University Spin-out Companies , 2001 .

[120]  Christoph Grimpe,et al.  Contemporaneous peer effects, career age and the industry involvement of academics in biotechnology , 2014 .

[121]  Loet Leydesdorff,et al.  The decline of university patenting and the end of the Bayh–Dole effect , 2009, Scientometrics.

[122]  Yves Gingras,et al.  Impact of Collaborative Research on Academic Science , 2000 .

[123]  Roberto Fontana,et al.  The Impact of Academic Patenting on University Research and Its Transfer , 2009 .

[124]  Dirk Czarnitzki,et al.  Commercializing Science: Is There a University "Brain Drain" from Academic Entrepreneurship? , 2010, Manag. Sci..

[125]  C. Gross,et al.  Scope and impact of financial conflicts of interest in biomedical research: a systematic review. , 2003, JAMA.

[126]  Marie C. Thursby,et al.  Specific and general information sharing among competing academic researchers , 2014 .

[127]  Sukanya Kemp,et al.  Growth and productive efficiency of university intellectual property licensing , 2002 .

[128]  Bart De Moor,et al.  Do material transfer agreements affect the choice of research agendas? The case of biotechnology in Belgium , 2007, Scientometrics.

[129]  Scott Shane,et al.  Special Issue on University Entrepreneurship and Technology Transfer: Organizational Endowments and the Performance of University Start-ups , 2002, Manag. Sci..

[130]  Hanna Hottenrott,et al.  Industry Funding of University Research and Scientific Productivity , 2011 .

[131]  Melissa S. Anderson,et al.  Withholding research results in academic life science. Evidence from a national survey of faculty. , 1997, JAMA.

[132]  J. Lerner,et al.  The University and the Start-Up:Lessons from the Past Two Decades , 2004 .

[133]  Koenraad Debackere,et al.  Publication and patent behavior of academic researchers: Conflicting, reinforcing or merely co-existing? , 2006 .

[134]  David Blumenthal,et al.  Data withholding in academic medicine: characteristics of faculty denied access to research results and biomaterials , 2000 .

[135]  Nathan Rosenberg,et al.  Special Issue on University Entrepreneurship and Technology Transfer: How Do University Inventions Get Into Practice? , 2002, Manag. Sci..

[136]  Michael A. Stoto,et al.  Entrepreneurs in Academe: An Exploration of Behaviors Among Life Scientists , 1989 .

[137]  N. Rosenberg,et al.  Chemical Engineering as a General Purpose Technology , 2000 .

[138]  Bo Carlsson,et al.  special issue: Technology transfer in United States universities , 2002 .

[139]  Nabil Amara,et al.  Patenting and spin-off creation by Canadian researchers in engineering and life sciences , 2007 .

[140]  Arvids A. Ziedonis,et al.  Changes in university patent quality after the Bayh-Dole act: a re-examination , 2003 .

[141]  Federica Rossi,et al.  Changes to university IPR regulations in Europe and the impact on academic patenting , 2011 .

[142]  R. Eisenberg,et al.  Bayh-Dole Reform and the Progress of Biomedicine , 2002, American Scientist.

[143]  Wei Hong,et al.  For Money or Glory? Commercialization, Competition, and Secrecy in the Entrepreneurial University , 2009 .

[144]  David Blumenthal,et al.  Inside the triple helix: technology transfer and commercialization in the life sciences. , 2004, Health affairs.

[145]  Mike Wright,et al.  Resources, capabilities, risk capital and the creation of university spin-out companies , 2005 .

[146]  Koenraad Debackere,et al.  Entrepreneurial effectiveness of European universities: An empirical assessment of antecedents and trade-offs , 2011 .

[147]  M. Heller,et al.  Can Patents Deter Innovation? The Anticommons in Biomedical Research , 1998, Science.

[148]  Joshua B. Powers,et al.  University Start-Up Formation and Technology Licensing with Firms that Go Public: A Resource-Based View of Academic Entrepreneurship , 2005 .

[149]  Walter W. Powell,et al.  Careers and contradictions: Faculty responses to the transformation of knowledge and its uses in the life sciences , 2001 .

[150]  Riccardo Fini,et al.  Inside or Outside the IP-System? Business Creation in Academia , 2008 .

[151]  Stefano Breschi,et al.  University patenting and scientific productivity: a quantitative study of Italian academic inventors , 2008 .