Abstract
Using a new dataset encompassing more than 2,200 inventions made by Max Planck Society researchers from 1980 to 2004, we explore the way in which inventor, technology, and licensee characteristics affect the commercialization of academic inventions. We find limited evidence suggesting that domestic and external licensees outperform foreign licensees and inventor spin-offs in the commercialization of academic inventions. Controlling for selection, spin-offs are indistinguishable from external licensees. Patented technologies and inventions by senior scientists are more likely to be licensed, but patent protection is related to lower commercialization odds and royalty payments.
Similar content being viewed by others
Notes
Patents may have an indirect effect on the assessment of individual performance in fields where the scientific community values patents (Owen-Smith and Powell 2001). Prior research indicates that, in some cases, Max Planck researchers pursue patenting activities primarily to enhance their standing in the respective communities.
Before the “professors’ privilege” was abolished in 2002, the IPR regime in place at the Max Planck Society differed from that of German universities. University researchers used to be exempt from the law on employee inventions. They retained the intellectual property in their inventions (cf. Von Proff et al. 2012).
Following failed attempts at constructing and marketing prototypes, in-house commercialization of Max Planck inventions was given up in the 1970s and was never taken up again.
Researchers employed on a scholarship basis, mostly Ph.D. students and international postdocs, are not subject to the German law on employee inventions (Arbeitnehmererfindungsgesetz). To the extent that these individuals made inventions without other Max Planck researchers being involved, they do not show up in the data.
Our invention data end in February 2005 and include six inventions disclosed early in 2005. In the subsequent analysis, these are merged into the group of 2004 inventions.
In 141 cases, no patent information was found even though the inventions database identified them as patented. We suspect that most of these cases reflect cancelled applications. They are treated as not being patented in the subsequent analysis.
This includes inventions coming out of temporary research groups and also, in a few cases, out of the Max Planck Society’s central administration.
Patent ownership is a restrictive measure of collaborative invention (Fontana and Geuna 2009), which is reflected by the comparatively small number of collaborative inventions we thus identified. We alternatively considered using information about collaboration from the Max Planck Innovation invention database. However, since the database is updated regularly and we do not have information about when the collaboration information was entered, we did not use it in the analysis based on endogeneity concerns.
In an unreported simple logit model of licensing (irrespective of licensee type), the patent indicator is significant at the 1% level.
In an unreported simple logit model of licensing (irrespective of licensee type), the indicator of collaborative inventions is insignificant.
To obtain propensity scores, a logit model for the likelihood of being licensed to a foreign licensee was estimated first. We use a specification similar to Model 2. Kernel-based matching of treated and untreated observations was then performed (cf. also Section 3). The common support condition is satisfied for all reported propensity score matching models.
All unreported results are available from the authors upon request.
References
Agrawal A (2006) Engaging the inventor: exploring licensing strategies for university inventions and the role of latent knowledge. Strateg Manage J 27:63–79
Arora A, Gambardella A (2010) Ideas for rent: an overview of markets for technology. Ind Corp Change 19:775–803
Azoulay P, Ding W, Stuart T (2009) The impact of academic patenting on the rate, quality and direction of (Public) research output. J Ind Econ 57:637–676
Belenzon S, Schankerman M (2009) University knowledge transfer: private ownership, incentives, and local development objectives. J Law Econ 52:111–144
Breschi S, Lissoni F, Montobbio F (2008) University patenting and scientific productivity: a quantitative study of Italian academic inventors. European Management Review 5:91–109
Buenstorf G (2009) Is commercialization good or bad for science? Individual-level evidence from the Max Planck Society. Res Policy 38:281–292
Cohen WM, Levinthal DA (1990) Absorptive capacity: a new perspective of learning and innovation. Adm Sci Q 35:128–152
Cohen WM, Nelson RR, Walsh JP (2002) Links and impacts: the influence of public research on industrial R&D. Manag Sci 48:1–23
Eckhardt JT, Shane S, Delmar F (2006) Multistage selection and the financing of new ventures. Manag Sci 52:220–232
Elfenbein D (2007) Publications, patents, and the market for university inventions. J Econ Behav Organ 63:688–715
Fontana R, Geuna A (2009) The nature of collaborative patenting activities. Bocconi University, mimeo
Gallini NT, Wright BD (1990) Technology transfer under asymmetric information. RAND J Econ 21:147–160
Hall BH, Ziedonis RH (2001) The patent paradox revisited: an empirical study of patenting in the U.S. semiconductor industry, 1979–1995. RAND J Econ 32:101–128
Harhoff D, Scherer FM, Voper K (2003) Citations, family size, opposition and the value of patent rights. Res Policy 32:1343–1363
Heckman JJ (1979) Sample selection bias as a specification error. Econometrica 47:153–161
Heckman JJ, Ichimura H, Todd P (1998) Matching as an econometric evaluation estimator. Rev Econ Stud 65:261–294
Henning E, Ullmann D (1998) Wissenschaftliche Mitglieder der Max-Planck-Gesellschaft zur Förderung der Wissenschaften im Bild. Duncker & Humblot, Berlin
Jaffe AB, Lerner J (2004) Innovation and its discontents. Princeton University Press
Jensen R, Thursby M (2001) Proofs and prototypes for sale: the licensing of university inventions. Am Econ Rev 91:240–259
Leuven E, Sianesi B (2003) PSMATCH2: Stata module to perform full Mahalanobis and propensity score matching, common support graphing, and covariate imbalance testing. http://ideas.repec.org/c/boc/bocode/s432001.html
Levin RC, Klevorick AK, Nelson RR, Winter SG (1987) Appropriating the returns from industrial research and development. Brookings Pap Econ Act 1987(3):783–820
Lissoni F, Llerena P, McKelvey M, Sanditov B (2008) Academic patenting in Europe: new evidence from the KEINS database. Res Eval 17:87–102
Lowe RA (2002) Entrepreneurship and information asymmetry: theory and evidence from the University of California. Carnegie Mellon University, mimeo
Lowe RA (2006) Who develops a university invention? The impact of tacit knowledge and licensing policies. J Technol Transf 31:415–429
Lowe RA, Ziedonis AA (2006) Overoptimism and the performance of entrepreneurial firms. Manag Sci 52:173–186
Max Planck Society (2000) Handbook of scientific members. Munich
Max Planck Society (2001) Start-up companies: guidelines for scientists of the Max-Planck-Gesellschaft. Munich
Max Planck Society (2002) Guidelines for knowledge and technology transfer. Munich
Max Planck Society (2008) Annual Report 2007. Munich
Mora-Valentin EM, Montoro-Sanchez A, Guerras-Martin L (2004) Determining factors in the success of R&D cooperative agreements between firms and research organizations. Res Policy 33:17–40
Mowery DC, Nelson RR, Sampat BN, Ziedonis AA (2001) The growth of patenting and licensing by U.S. universities: an assessment of the effects of the Bayh-Dole act of 1980. Res Policy 30:99–119
Murray F, Stern S (2007) Do formal intellectual property rights hinder the free flow of scientific knowledge? An empirical test of the anti-commons hypothesis. J Econ Behav Organ 63:648–687
Nooteboom B (1999) Innovation and inter-firm linkages: new implications for policy. Res Policy 28:793–805
Owen-Smith J, Powell WW (2001) To patent or not: faculty decisions and institutional success at technology transfer. J Technol Transf 26:99–114
Phan PH, Siegel DS (2006) The effectiveness of university technology transfer. Foundations and Trends in Entrepreneurship 2:77–144
Rosenbloom PR, Rubin DB (1983) The central role of the propensity score in observational studies for causal effects. Biometrika 70:41–55
Shane S (2002) Selling university technology: patterns from MIT. Manag Sci 48:122–137
Shane S, Stuart T (2002) Organizational endowments and the performance of university start-ups. Manag Sci 48:154–170
Shapiro C (2000) Navigating the patent thicket: cross licenses, patent pools, and standard setting. Innov Policy Econ 1:119–150
Sianesi B (2001) Implementing propensity score matching estimators with STATA. Prepared for the UK Stata Users Group, VII Meeting, London, May 2001
Stokes DE (1997) Pasteur’s Quadrant. Basic science and technological innovation. Brookings Institution Press, Washington
Teece DJ (1986) Profiting from technological innovation: implications for integration, collaboration, licensing and public policy. Res Policy 15:285–305
Teece DJ, Pisano G, Shuen A (1997) Dynamic capabilities and strategic management. Strateg Manage J 18:509–533
Verspagen B (2006) University research, intellectual property rights and European Innovation Systems. J Econ Surv 20:607–632
Von Proff S, Buenstorf G, Hummel M (2012) University patenting in Germany before and after 2002: what role did the professors’ privilege play? Industry and Innovation (in press)
Wooldridge JW (2002) Econometric analysis of cross section and panel data. MIT Press, Cambridge
Acknowledgements
We are grateful to Max Planck Innovation GmbH for granting us access to their data. For helpful comments and discussions we thank Joerg Erselius, Astrid Giegold, Dietmar Harhoff, Bernhard Hertel, Evelyn Kaiser, Lionel Nesta, Alexander Schacht, Vangelis Souitaris and Dieter Treichel, as well as two anonymous reviewers. Wolfgang Ziegler and Sebastian Schmidt at the Patent Information Office of the University of Jena helped us assemble the patent database. Wolfhard Kaus provided valuable research assistance. This article is based on research done while both authors were at the Max Planck Institute of Economics. The usual caveat applies.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Buenstorf, G., Geissler, M. Not invented here: technology licensing, knowledge transfer and innovation based on public research. J Evol Econ 22, 481–511 (2012). https://doi.org/10.1007/s00191-011-0261-1
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00191-011-0261-1