Putting university research in context: Assessing alternative measures of production and diffusion at Stanford
Scholars widely acknowledge that university research is critical to innovation and entrepreneurship. Much of the literature on university research, however, evokes a linear model from “science to products” and focuses, therefore, upon a limited set of indicators such as patents and licenses. Such a perspective runs the danger of missing the myriad ways in which science and commerce are intertwined and the myriad ways in which these activities might be assessed. In this paper, I address the question of how different measures reflect different perspectives and biases by investigating the production and diffusion of research associated with one of Stanford University's most prolific interdisciplinary centers, the Center for Computer Research in Music and Acoustics (CCRMA). I draw upon a unique data set that captures activities and engagement surrounding CCRMA for its 30-year history through a wide variety of measures, ranging from publication citations to industrial affiliates to personnel mobility. Employing the analytic categories of “description” and “enactment,” and distinguishing between “indicators” and “pathways,” I show how different measures reflect different activities and learning processes, and how they dramatically alter perceptions of active individuals, organizational reach, and timing and sequencing of activities. Building on these findings, I present a more complete model of university research production and diffusion, I discuss how alternative measures challenge certain assumptions in the literature, and I suggest concrete policy initiatives to improve our measurement and assessment of university research.
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- 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.
- Mowery, David C. & Nelson, Richard R. & Sampat, Bhaven N. & Ziedonis, Arvids A., 2001. "The growth of patenting and licensing by U.S. universities: an assessment of the effects of the Bayh-Dole act of 1980," Research Policy, Elsevier, vol. 30(1), pages 99-119, January.
- Freeman, Christopher & Soete, Luc, 2009.
"Developing science, technology and innovation indicators: What we can learn from the past,"
Elsevier, vol. 38(4), pages 583-589, May.
- Soete, Luc & Freeman, Chris, 2007. "Developing science, technology and innovation indicators: what we can learn from the past," MERIT Working Papers 001, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
- Adams, James D, 1990. "Fundamental Stocks of Knowledge and Productivity Growth," Journal of Political Economy, University of Chicago Press, vol. 98(4), pages 673-702, August.
- Emmanuel Dechenaux & Brent Goldfarb & Scott Shane & Mari Thursby, 2006.
"Appropriability and Commercialization: Evidence from MIT Inventions,"
05-017, Stanford Institute for Economic Policy Research.
- Emmanuel Dechenaux & Brent Goldfarb & Scott Shane & Marie Thursby, 2008. "Appropriability and Commercialization: Evidence from MIT Inventions," Management Science, INFORMS, vol. 54(5), pages 893-906, May.
- Foray, Dominique & Lissoni, Francesco, 2010. "University Research and Public–Private Interaction," Handbook of the Economics of Innovation, Elsevier.
- Thursby, Jerry & Fuller, Anne W. & Thursby, Marie, 2009.
"US faculty patenting: Inside and outside the university,"
Elsevier, vol. 38(1), pages 14-25, February.
- Jerry Thursby & Anne Fuller & Marie Thursby, 2007. "US Faculty Patenting: Inside and Outside the University," NBER Working Papers 13256, National Bureau of Economic Research, Inc.
- Beise, Marian & Stahl, Harald, 1998.
"Public research and industrial innovations in Germany,"
ZEW Discussion Papers
98-37, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- Beise, Marian & Stahl, Harald, 1999. "Public research and industrial innovations in Germany," Research Policy, Elsevier, vol. 28(4), pages 397-422, April.
- Gerard George, 2005. "Learning to be capable: patenting and licensing at the Wisconsin Alumni Research Foundation 1925--2002," Industrial and Corporate Change, Oxford University Press, vol. 14(1), pages 119-151, February.
- Stefano Breschi & Francesco Lissoni & Fabio Montobbio, 2005.
"The Scientific Productivity of Academic Inventors: New Evidence From Italian Data,"
KITeS Working Papers
168, KITeS, Centre for Knowledge, Internationalization and Technology Studies, Universita' Bocconi, Milano, Italy, revised May 2005.
- S. Breschi & F. Lissoni & F. Montobbio, 2007. "The Scientific Productivity Of Academic Inventors: New Evidence From Italian Data," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 16(2), pages 101-118.
- 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.
- Meyer-Krahmer, Frieder & Schmoch, Ulrich, 1998. "Science-based technologies: university-industry interactions in four fields," Research Policy, Elsevier, vol. 27(8), pages 835-851, December.
- Hicks, Diana, 1995. "Published Papers, Tacit Competencies and Corporate Management of the Public/Private Character of Knowledge," Industrial and Corporate Change, Oxford University Press, vol. 4(2), pages 401-424.
- 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.
- Nelson, Richard R, 1986. "Institutions Supporting Technical Advance in Industry," American Economic Review, American Economic Association, vol. 76(2), pages 186-189, May.
- Cowan, Robin & David, Paul A & Foray, Dominique, 2000.
"The Explicit Economics of Knowledge Codification and Tacitness,"
Industrial and Corporate Change,
Oxford University Press, vol. 9(2), pages 211-253, June.
- Robin Cowan & Paul A. David & Dominique Foray, 1999. "The Explicit Economics of Knowledge Codification and Tacitness," Working Papers 99027, Stanford University, Department of Economics.
- Cowan Robin & David Paul & Foray Dominique, 1999. "The Explicit Economics of Knowledge Codification and Tacitness," Research Memorandum 025, Maastricht University, Maastricht Economic Research Institute on Innovation and Technology (MERIT).
- Rosenberg, Nathan, 1974. "Science, Invention and Economic Growth," Economic Journal, Royal Economic Society, vol. 84(333), pages 90-108, March.
- Andrew J. Nelson, 2005. "Cacophony or harmony? Multivocal logics and technology licensing by the Stanford University Department of Music," Industrial and Corporate Change, Oxford University Press, vol. 14(1), pages 93-118, February.
- 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.
- Thursby, Jerry G. & Kemp, Sukanya, 2002. "Growth and productive efficiency of university intellectual property licensing," Research Policy, Elsevier, vol. 31(1), pages 109-124, January.
- Wesley David Sine & Scott Shane & Dante Di Gregorio, 2003. "The Halo Effect and Technology Licensing: The Influence of Institutional Prestige on the Licensing of University Inventions," Management Science, INFORMS, vol. 49(4), pages 478-496, April.
- Mowery, David C. & Ziedonis, Arvids A., 2002. "Academic patent quality and quantity before and after the Bayh-Dole act in the United States," Research Policy, Elsevier, vol. 31(3), pages 399-418, March.
- Mansfield, Edwin, 1991. "Academic research and industrial innovation," Research Policy, Elsevier, vol. 20(1), pages 1-12, February.
- Salter, Ammon J. & Martin, Ben R., 2001. "The economic benefits of publicly funded basic research: a critical review," Research Policy, Elsevier, vol. 30(3), pages 509-532, March.
- Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-970, December.
- 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.
- Dietz, James S. & Bozeman, Barry, 2005. "Academic careers, patents, and productivity: industry experience as scientific and technical human capital," Research Policy, Elsevier, vol. 34(3), pages 349-367, April.
- Schartinger, Doris & Rammer, Christian & Fischer, Manfred M. & Frohlich, Josef, 2002. "Knowledge interactions between universities and industry in Austria: sectoral patterns and determinants," Research Policy, Elsevier, vol. 31(3), pages 303-328, March.
- Julia Lane, 2010. "Let’s make science metrics more scientific," Working Paper Series of the German Council for Social and Economic Data 137, German Council for Social and Economic Data (RatSWD).
- 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.
- Wright, Mike & Clarysse, Bart & Lockett, Andy & Knockaert, Mirjam, 2008. "Mid-range universities' linkages with industry: Knowledge types and the role of intermediaries," Research Policy, Elsevier, vol. 37(8), pages 1205-1223, September.
- Colyvas, Jeannette A., 2007. "From divergent meanings to common practices: The early institutionalization of technology transfer in the life sciences at Stanford University," Research Policy, Elsevier, vol. 36(4), pages 456-476, May.
- 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.
- Nelson, Andrew J., 2009. "Measuring knowledge spillovers: What patents, licenses and publications reveal about innovation diffusion," Research Policy, Elsevier, vol. 38(6), pages 994-1005, July.
- Ajay Agrawal & Rebecca Henderson, 2002. "Putting Patents in Context: Exploring Knowledge Transfer from MIT," Management Science, INFORMS, vol. 48(1), pages 44-60, January.
- Thursby, Jerry G & Jensen, Richard & Thursby, Marie C, 2001. "Objectives, Characteristics and Outcomes of University Licensing: A Survey of Major U.S. Universities," The Journal of Technology Transfer, Springer, vol. 26(1-2), pages 59-72, January.
- Bekkers, Rudi & Bodas Freitas, Isabel Maria, 2008. "Analysing knowledge transfer channels between universities and industry: To what degree do sectors also matter?," Research Policy, Elsevier, vol. 37(10), pages 1837-1853, December.
- Lee Branstetter & Yoshiaki Ogura, 2005. "Is Academic Science Driving a Surge in Industrial Innovation? Evidence from Patent Citations," NBER Working Papers 11561, National Bureau of Economic Research, Inc.
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