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Public research and the innovation performance of new technology based firms

Author

Listed:
  • Roman Fudickar

    (Technische Universität München)

  • Hanna Hottenrott

    (Technische Universität München
    Centre for European Economic Research (ZEW))

Abstract

Assessing the role of publicly funded scientific research in entrepreneurial ecosystems is of great interest for science and entrepreneurship policy. Knowledge from academic research flows into the private sector through publications, patents, and researcher mobility as well as through direct interactions between founders and researchers at public research institutions (PRIs). New technology-based firms (NTBFs) are generally praised for high innovativeness despite their resource constraints and liability of newness. This study therefore investigates the impact of direct interactions with PRIs on NTBFs’ innovation success. In a large sample of NTBFs in Germany, we find that those firms engaging in such knowledge interactions are more likely to introduce new products and services to the market. The strength of this association, however, depends on interaction persistency, internal R&D and the founders’ academic backgrounds. Non-academic start-ups benefit more from continuous informal interactions if they pursue own R&D, which suggests that absorptive capacity matters. In academic start-ups, higher intensities of both formal and informal interactions are associated with greater innovation likelihood. Moreover, continuous informal interactions complement formal ones in the absence of own R&D activity.

Suggested Citation

  • Roman Fudickar & Hanna Hottenrott, 2019. "Public research and the innovation performance of new technology based firms," The Journal of Technology Transfer, Springer, vol. 44(2), pages 326-358, April.
  • Handle: RePEc:kap:jtecht:v:44:y:2019:i:2:d:10.1007_s10961-018-9695-z
    DOI: 10.1007/s10961-018-9695-z
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    as
    1. A. Bellucci & L. Pennacchio, 2016. "University knowledge and firm innovation: evidence from European countries," The Journal of Technology Transfer, Springer, vol. 41(4), pages 730-752, August.
    2. Joel A. C. Baum & Tony Calabrese & Brian S. Silverman, 2000. "Don't go it alone: alliance network composition and startups' performance in Canadian biotechnology," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 267-294, March.
    3. René Belderbos & Martin Carree & Boris Lokshin & Juan Fernández Sastre, 2015. "Inter-temporal patterns of R&D collaboration and innovative performance," The Journal of Technology Transfer, Springer, vol. 40(1), pages 123-137, February.
    4. Murray, Fiona, 2004. "The role of academic inventors in entrepreneurial firms: sharing the laboratory life," Research Policy, Elsevier, vol. 33(4), pages 643-659, May.
    5. Mansfield, Edwin, 1991. "Academic research and industrial innovation," Research Policy, Elsevier, vol. 20(1), pages 1-12, February.
    6. Alessandra Catozzella & Marco Vivarelli, 2014. "The Catalysing Role of In-House R&D in Fostering Complementarity Among Innovative Inputs," Industry and Innovation, Taylor & Francis Journals, vol. 21(3), pages 179-196, April.
    7. David B. Audretsch & Dennis P. Leyden & Albert N. Link, 2013. "Universities as research partners in publicly supported entrepreneurial firms," Chapters, in: Public Support of Innovation in Entrepreneurial Firms, chapter 12, pages 175-192, Edward Elgar Publishing.
    8. Zoltán J. Ács & Erkko Autio & László Szerb, 2015. "National Systems of Entrepreneurship: Measurement issues and policy implications," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 28, pages 523-541, Edward Elgar Publishing.
    9. Christoph Grimpe & Katrin Hussinger, 2013. "Formal and Informal Knowledge and Technology Transfer from Academia to Industry: Complementarity Effects and Innovation Performance," Industry and Innovation, Taylor & Francis Journals, vol. 20(8), pages 683-700, November.
    10. Antonelli, Cristiano, 1999. "The Evolution of the Industrial Organisation of the Production of Knowledge," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 23(2), pages 243-260, March.
    11. Klevorick, Alvin K. & Levin, Richard C. & Nelson, Richard R. & Winter, Sidney G., 1995. "On the sources and significance of interindustry differences in technological opportunities," Research Policy, Elsevier, vol. 24(2), pages 185-205, March.
    12. Julia Olmos-Peñuela & Jordi Molas-Gallart & Elena Castro-Martínez, 2014. "Informal collaborations between social sciences and humanities researchers and non-academic partners," Science and Public Policy, Oxford University Press, vol. 41(4), pages 493-506.
    13. Tether, Bruce S., 2002. "Who co-operates for innovation, and why: An empirical analysis," Research Policy, Elsevier, vol. 31(6), pages 947-967, August.
    14. Gambardella, Alfonso, 1992. "Competitive advantages from in-house scientific research: The US pharmaceutical industry in the 1980s," Research Policy, Elsevier, vol. 21(5), pages 391-407, October.
    15. James Love & Stephen Roper, 1999. "The Determinants of Innovation: R & D, Technology Transfer and Networking Effects," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 15(1), pages 43-64, August.
    16. Godin, Benoit & Gingras, Yves, 2000. "The place of universities in the system of knowledge production," Research Policy, Elsevier, vol. 29(2), pages 273-278, February.
    17. Autio, Erkko & Kenney, Martin & Mustar, Philippe & Siegel, Don & Wright, Mike, 2014. "Entrepreneurial innovation: The importance of context," Research Policy, Elsevier, vol. 43(7), pages 1097-1108.
    18. Leyden, Dennis P. & Link, Albert N. & Siegel, Donald S., 2014. "A theoretical analysis of the role of social networks in entrepreneurship," Research Policy, Elsevier, vol. 43(7), pages 1157-1163.
    19. Godoe, Helge, 2000. "Innovation regimes, R&D and radical innovations in telecommunications," Research Policy, Elsevier, vol. 29(9), pages 1033-1046, December.
    20. Markus Perkmann & Kathryn Walsh, 2009. "The two faces of collaboration: impacts of university-industry relations on public research," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 18(6), pages 1033-1065, December.
    21. Dennis Patrick Leyden, 2016. "Public-sector entrepreneurship and the creation of a sustainable innovative economy," Small Business Economics, Springer, vol. 46(4), pages 553-564, April.
    22. Wesley M. Cohen & Richard R. Nelson & John P. Walsh, 2003. "Links and Impacts: The Influence of Public Research on Industrial R&D," Chapters, in: Aldo Geuna & Ammon J. Salter & W. Edward Steinmueller (ed.), Science and Innovation, chapter 4, Edward Elgar Publishing.
    23. Guerrero, Maribel & Cunningham, James A. & Urbano, David, 2015. "Economic impact of entrepreneurial universities’ activities: An exploratory study of the United Kingdom," Research Policy, Elsevier, vol. 44(3), pages 748-764.
    24. Cristiano Antonelli & Francesco Crespi & Christian A. Mongeau Ospina & Giuseppe Scellato, 2017. "Knowledge composition, Jacobs externalities and innovation performance in European regions," Regional Studies, Taylor & Francis Journals, vol. 51(11), pages 1708-1720, November.
    25. Audretsch, David B. & Lehmann, Erik E. & Warning, Susanne, 2005. "University spillovers and new firm location," Research Policy, Elsevier, vol. 34(7), pages 1113-1122, September.
    26. Zoltán J. Ács & Pontus Braunerhjelm & David B. Audretsch & Bo Carlsson, 2015. "The knowledge spillover theory of entrepreneurship," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 7, pages 129-144, Edward Elgar Publishing.
    27. Audretsch, David B. & Lehmann, Erik E., 2005. "Does the Knowledge Spillover Theory of Entrepreneurship hold for regions?," Research Policy, Elsevier, vol. 34(8), pages 1191-1202, October.
    28. 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.
    29. Almus, Matthias & Nerlinger, Eric A, 1999. "Growth of New Technology-Based Firms: Which Factors Matter?," Small Business Economics, Springer, vol. 13(2), pages 141-154, September.
    30. Martin, Stephen & Scott, John T., 2000. "The nature of innovation market failure and the design of public support for private innovation," Research Policy, Elsevier, vol. 29(4-5), pages 437-447, April.
    31. Colombo, Massimo G. & Grilli, Luca, 2005. "Founders' human capital and the growth of new technology-based firms: A competence-based view," Research Policy, Elsevier, vol. 34(6), pages 795-816, August.
    32. Protogerou, Aimilia & Caloghirou, Yannis & Vonortas, Nicholas S., 2017. "Determinants of young firms’ innovative performance: Empirical evidence from Europe," Research Policy, Elsevier, vol. 46(7), pages 1312-1326.
    33. Richard R. Nelson, 1982. "The Role of Knowledge in R&D Efficiency," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 97(3), pages 453-470.
    34. Roper, Stephen & Love, James H. & Bonner, Karen, 2017. "Firms’ knowledge search and local knowledge externalities in innovation performance," Research Policy, Elsevier, vol. 46(1), pages 43-56.
    35. Helmut Fryges & Sandra Gottschalk & Karsten Kohn, 2010. "The KfW/ZEW Start-up Panel: Design and Research Potential," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 130(1), pages 117-132.
    36. Hanna Hottenrott & Cornelia Lawson, 2014. "Research grants, sources of ideas and the effects on academic research," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 23(2), pages 109-133, March.
    37. Autio, Erkko & Yli-Renko, Helena, 1998. "New, technology-based firms in small open economies--An analysis based on the Finnish experience," Research Policy, Elsevier, vol. 26(9), pages 973-987, April.
    38. Rajeev K. Goel & Devrim Göktepe-Hultén & Christoph Grimpe, 2017. "Who instigates university–industry collaborations? University scientists versus firm employees," Small Business Economics, Springer, vol. 48(3), pages 503-524, March.
    39. Haifeng Qian & Zoltán J. Ács, 2015. "An absorptive capacity theory of knowledge spillover entrepreneurship," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 9, pages 161-173, Edward Elgar Publishing.
    40. Jaider Vega-Jurado & Antonio Gutiérrez-Gracia & Ignacio Fernández-de-Lucio, 2009. "Does external knowledge sourcing matter for innovation? Evidence from the Spanish manufacturing industry," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 18(4), pages 637-670, August.
    41. Panagiotis Ganotakis, 2012. "Founders’ human capital and the performance of UK new technology based firms," Small Business Economics, Springer, vol. 39(2), pages 495-515, September.
    42. Storey, D. J. & Tether, B. S., 1998. "New technology-based firms in the European union: an introduction," Research Policy, Elsevier, vol. 26(9), pages 933-946, April.
    43. Audretsch, David B., 1995. "Innovation, growth and survival," International Journal of Industrial Organization, Elsevier, vol. 13(4), pages 441-457, December.
    44. Mueller, Pamela, 2006. "Exploring the knowledge filter: How entrepreneurship and university-industry relationships drive economic growth," Research Policy, Elsevier, vol. 35(10), pages 1499-1508, December.
    45. Beise, Marian & Stahl, Harald, 1999. "Public research and industrial innovations in Germany," Research Policy, Elsevier, vol. 28(4), pages 397-422, April.
    46. Stefan Brehm & Nannan Lundin, 2012. "University--industry linkages and absorptive capacity: an empirical analysis of China's manufacturing industry," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 21(8), pages 837-852, November.
    47. Branco Ponomariov & P. Craig Boardman, 2008. "The effect of informal industry contacts on the time university scientists allocate to collaborative research with industry," The Journal of Technology Transfer, Springer, vol. 33(3), pages 301-313, June.
    48. Zucker, Lynne G & Darby, Michael R & Armstrong, Jeff, 1998. "Geographically Localized Knowledge: Spillovers or Markets?," Economic Inquiry, Western Economic Association International, vol. 36(1), pages 65-86, January.
    49. Van de Ven, Wynand P. M. M. & Van Praag, Bernard M. S., 1981. "The demand for deductibles in private health insurance : A probit model with sample selection," Journal of Econometrics, Elsevier, vol. 17(2), pages 229-252, November.
    50. Mansfield, Edwin, 1995. "Academic Research Underlying Industrial Innovations:," The Review of Economics and Statistics, MIT Press, vol. 77(1), pages 55-65, February.
    51. Gun Jea Yu & Joonkyum Lee, 2017. "When should a firm collaborate with research organizations for innovation performance? The moderating role of innovation orientation, size, and age," The Journal of Technology Transfer, Springer, vol. 42(6), pages 1451-1465, December.
    52. Lee Fleming & Olav Sorenson, 2004. "Science as a map in technological search," Strategic Management Journal, Wiley Blackwell, vol. 25(8‐9), pages 909-928, August.
    53. Grimpe, Christoph & Sofka, Wolfgang, 2016. "Complementarities in the search for innovation—Managing markets and relationships," Research Policy, Elsevier, vol. 45(10), pages 2036-2053.
    54. Edward L. Glaeser, 2007. "Entrepreneurship and the City," NBER Working Papers 13551, National Bureau of Economic Research, Inc.
    55. Storey, D. J. & Tether, B. S., 1998. "Public policy measures to support new technology-based firms in the European Union," Research Policy, Elsevier, vol. 26(9), pages 1037-1057, April.
    56. Lockett, Andy & Siegel, Donald & Wright, Mike & Ensley, Michael D., 2005. "The creation of spin-off firms at public research institutions: Managerial and policy implications," Research Policy, Elsevier, vol. 34(7), pages 981-993, September.
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    More about this item

    Keywords

    Public research; Entrepreneurial ecosystem; University–industry interaction; Start-up innovation performance; Knowledge transfer; Complementarity;
    All these keywords.

    JEL classification:

    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy

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