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University and inter-firm R&D collaborations: propensity and intensity of cooperation in Europe

Author

Listed:
  • David Aristei

    (University of Perugia)

  • Michela Vecchi

    (Middlesex Business School
    NIESR)

  • Francesco Venturini

    (University of Perugia
    NIESR)

Abstract

This paper investigates the determinants of firms’ decision to cooperate in R&D with universities and the intensity of the cooperation effort, in relation to the engagement in inter-firm R&D collaborations. Using novel survey data for seven EU countries between 2007 and 2009, our analysis accounts for unobservable factors influencing R&D cooperation forms and addresses the main endogeneity issues. We find that internal knowledge, appropriability conditions and incoming spillovers explain a large variation of the probability and of the intensity of R&D collaborations of European firms with universities (and comparably with unaffiliated companies).

Suggested Citation

  • David Aristei & Michela Vecchi & Francesco Venturini, 2016. "University and inter-firm R&D collaborations: propensity and intensity of cooperation in Europe," The Journal of Technology Transfer, Springer, vol. 41(4), pages 841-871, August.
  • Handle: RePEc:kap:jtecht:v:41:y:2016:i:4:d:10.1007_s10961-015-9403-1
    DOI: 10.1007/s10961-015-9403-1
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    1. Veugelers, Reinhilde & Cassiman, Bruno, 2005. "R&D cooperation between firms and universities. Some empirical evidence from Belgian manufacturing," International Journal of Industrial Organization, Elsevier, vol. 23(5-6), pages 355-379, June.
    2. Zoltan J. Acs & David B. Audretsch & Maryann P. Feldman, 2008. "R&D Spillovers and Recipient Firm Size," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 8, pages 88-94, Edward Elgar Publishing.
    3. Pavitt, K, 2001. "Public Policies to Support Basic Research: What Can the Rest of the World Learn from US Theory and Practice? (And What They Should Not Learn)," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(3), pages 761-779, September.
    4. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    5. Thomas Bolli & Martin Woerter, 2013. "Competition and R&D cooperation with universities and competitors," The Journal of Technology Transfer, Springer, vol. 38(6), pages 768-787, December.
    6. Dirk Czarnitzki & Federico Etro & Kornelius Kraft, 2014. "Endogenous Market Structures and Innovation by Leaders: An Empirical Test," Economica, London School of Economics and Political Science, vol. 81(321), pages 117-139, January.
    7. Tether, Bruce S., 2002. "Who co-operates for innovation, and why: An empirical analysis," Research Policy, Elsevier, vol. 31(6), pages 947-967, August.
    8. Arthur Lewbel, 2007. "Coherency And Completeness Of Structural Models Containing A Dummy Endogenous Variable," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 48(4), pages 1379-1392, November.
    9. Carlos Arias & Thomas Cox, 2001. "Estimation of a US dairy sector model by maximum simulated likelihood," Applied Economics, Taylor & Francis Journals, vol. 33(9), pages 1201-1211.
    10. Jan Boone, 2008. "A New Way to Measure Competition," Economic Journal, Royal Economic Society, vol. 118(531), pages 1245-1261, August.
    11. William N. Evans & Robert M. Schwab, 1995. "Finishing High School and Starting College: Do Catholic Schools Make a Difference?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 941-974.
    12. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," 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 609-639, Elsevier.
    13. 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.
    14. De Fuentes, Claudia & Dutrénit, Gabriela, 2012. "Best channels of academia–industry interaction for long-term benefit," Research Policy, Elsevier, vol. 41(9), pages 1666-1682.
    15. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, February.
    16. Veugelers, Reinhilde & Cassiman, Bruno, 2002. "Complementarity in the Innovation Strategy: Internal R&D, External Technology Acquisition and Cooperation," CEPR Discussion Papers 3284, C.E.P.R. Discussion Papers.
    17. Enrica Detragiache & Paolo Garella & Luigi Guiso, 2000. "Multiple versus Single Banking Relationships: Theory and Evidence," Journal of Finance, American Finance Association, vol. 55(3), pages 1133-1161, June.
    18. Motohashi, Kazuyuki, 2005. "University-industry collaborations in Japan: The role of new technology-based firms in transforming the National Innovation System," Research Policy, Elsevier, vol. 34(5), pages 583-594, June.
    19. Hottenrott, Hanna & Lopes-Bento, Cindy, 2014. "(International) R&D collaboration and SMEs: The effectiveness of targeted public R&D support schemes," Research Policy, Elsevier, vol. 43(6), pages 1055-1066.
    20. 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.
    21. Philippe Aghion & Nick Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2005. "Competition and Innovation: an Inverted-U Relationship," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 701-728.
    22. Katrien Kesteloot & Reinhilde Veugelers, 1995. "Stable R&D Cooperation with Spillovers," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 4(4), pages 651-672, December.
    23. Belderbos, Rene & Carree, Martin & Diederen, Bert & Lokshin, Boris & Veugelers, Reinhilde, 2004. "Heterogeneity in R&D cooperation strategies," International Journal of Industrial Organization, Elsevier, vol. 22(8-9), pages 1237-1263, November.
    24. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2012. "Do financing constraints matter for R&D?," European Economic Review, Elsevier, vol. 56(8), pages 1512-1529.
    25. Busom, Isabel & Corchuelo, Beatriz, 2011. "Tax incentives and direct support for R&D : what do firms use and why?," IC3JM - Estudios = Working Papers id-11-03, Instituto Mixto Carlos III - Juan March de Ciencias Sociales (IC3JM).
    26. Carlos Vivas & Andrés Barge-Gil, 2015. "Impact On Firms Of The Use Of Knowledge External Sources: A Systematic Review Of The Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 29(5), pages 943-964, December.
    27. Lorenzo Cappellari & Stephen P. Jenkins, 2003. "Multivariate probit regression using simulated maximum likelihood," Stata Journal, StataCorp LP, vol. 3(3), pages 278-294, September.
    28. Carboni, Oliviero A., 2012. "An empirical investigation of the determinants of R&D cooperation: An application of the inverse hyperbolic sine transformation," Research in Economics, Elsevier, vol. 66(2), pages 131-141.
    29. Jan Boone, 2008. "A New Way to Measure Competition," Economic Journal, Royal Economic Society, vol. 118(531), pages 1245-1261, August.
    30. Veugelers, Reinhilde & Cassiman, Bruno, 1999. "Make and buy in innovation strategies: evidence from Belgian manufacturing firms," Research Policy, Elsevier, vol. 28(1), pages 63-80, January.
    31. 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.
    32. Dirk Czarnitzki & Bernd Ebersberger & Andreas Fier, 2007. "The relationship between R&D collaboration, subsidies and R&D performance: Empirical evidence from Finland and Germany," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(7), pages 1347-1366.
    33. Nicholas Bloom & Renata Lemos & Raffaella Sadun & Daniela Scur & John Reenen, 2014. "Jeea-Fbbva Lecture 2013: The New Empirical Economics Of Management," Journal of the European Economic Association, European Economic Association, vol. 12(4), pages 835-876, August.
    34. repec:cte:idrepe:id-11-03 is not listed on IDEAS
    35. Laursen, Keld & Salter, Ammon, 2004. "Searching high and low: what types of firms use universities as a source of innovation?," Research Policy, Elsevier, vol. 33(8), pages 1201-1215, October.
    36. Amemiya, Takeshi, 1974. "Multivariate Regression and Simultaneous Equation Models when the Dependent Variables Are Truncated Normal," Econometrica, Econometric Society, vol. 42(6), pages 999-1012, November.
    37. Negassi, S., 2004. "R&D co-operation and innovation a microeconometric study on French firms," Research Policy, Elsevier, vol. 33(3), pages 365-384, April.
    38. Miotti, Luis & Sachwald, Frederique, 2003. "Co-operative R&D: why and with whom?: An integrated framework of analysis," Research Policy, Elsevier, vol. 32(8), pages 1481-1499, September.
    39. Laura Abramovsky & Elisabeth Kremp & Alberto Lopez & Tobias Schmidt & Helen Simpson, 2009. "Understanding co-operative innovative activity: evidence from four European countries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 18(3), pages 243-265.
    40. Lopez, Alberto, 2008. "Determinants of R&D cooperation: Evidence from Spanish manufacturing firms," International Journal of Industrial Organization, Elsevier, vol. 26(1), pages 113-136, January.
    41. David Roodman, 2011. "Fitting fully observed recursive mixed-process models with cmp," Stata Journal, StataCorp LP, vol. 11(2), pages 159-206, June.
    42. Segarra-Blasco, Agusti­ & Arauzo-Carod, Josep-Maria, 2008. "Sources of innovation and industry-university interaction: Evidence from Spanish firms," Research Policy, Elsevier, vol. 37(8), pages 1283-1295, September.
    43. Kaiser, Ulrich, 2002. "An empirical test of models explaining research expenditures and research cooperation: evidence for the German service sector," International Journal of Industrial Organization, Elsevier, vol. 20(6), pages 747-774, June.
    Full references (including those not matched with items on IDEAS)

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    3. Francesco Aiello & Paola Cardamone & Valeria Pupo, 2019. "New evidence on the firm-university linkages in Europe. The role of meritocratic management practices," International Review of Applied Economics, Taylor & Francis Journals, vol. 33(6), pages 813-828, November.
    4. Kiman Kim & Sang Ok Choi & Sooyeon Lee, 2021. "The Effect of a Financial Support on Firm Innovation Collaboration and Output: Does Policy Work on the Diverse Nature of Firm Innovation?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 645-675, June.
    5. Teixeira, Sérgio & Pocinho, Margarida, 2020. "Hotel Industry And Regional Competitiveness: The Bibliometric Perspective Of Web Of Science," Journal of Tourism, Sustainability and Well-being, Cinturs - Research Centre for Tourism, Sustainability and Well-being, University of Algarve, vol. 8(2), pages 129-147.
    6. Carboni, Oliviero A. & Medda, Giuseppe, 2021. "External R&D and product innovation: Is over-outsourcing an issue?," Economic Modelling, Elsevier, vol. 103(C).
    7. 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.
    8. Cunningham, James A. & Link, Albert N., 2021. "Latent technology as an outcome of R&D," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    9. Dragana Radicic & David Douglas & Geoff Pugh & Ian Jackson, 2019. "Cooperation For Innovation And Its Impact On Technological And Non-Technological Innovations: Empirical Evidence For European Smes In Traditional Manufacturing Industries," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(05), pages 1-41, June.
    10. Ohnemus, Jörg & Niebel, Thomas, 2016. "On the Determinants of Cloud Computing Adoption," 27th European Regional ITS Conference, Cambridge (UK) 2016 148694, International Telecommunications Society (ITS).
    11. Vitaliy Roud & Valeriya Vlasova, 2020. "Strategies of industry-science cooperation in the Russian manufacturing sector," The Journal of Technology Transfer, Springer, vol. 45(3), pages 870-907, June.
    12. Schmid, Jon & Kwon, Seokbeom, 2020. "Collaboration in innovation: An empirical test of Varieties of Capitalism," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
    13. Giuseppe Medda, 2020. "External R&D, product and process innovation in European manufacturing companies," The Journal of Technology Transfer, Springer, vol. 45(1), pages 339-369, February.
    14. Zhang, Zhongqingyang & Zhu, Huiming & Zhou, Zhongbao & Zou, Kai, 2022. "How does innovation matter for sustainable performance? Evidence from small and medium-sized enterprises," Journal of Business Research, Elsevier, vol. 153(C), pages 251-265.
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    16. Hugo Confraria & Fernando Vargas, 2019. "Scientific systems in Latin America: performance, networks, and collaborations with industry," The Journal of Technology Transfer, Springer, vol. 44(3), pages 874-915, June.
    17. Vlasova, Valeriya, 2021. "Industry-science cooperation and public policy instruments utilization in the private sector," Journal of Business Research, Elsevier, vol. 124(C), pages 519-528.
    18. Volchik, V. & Maslyukova, E. & Panteeva, S., 2023. "Russian innovation system in models and narratives," Journal of the New Economic Association, New Economic Association, vol. 59(2), pages 143-166.
    19. Oliviero A. Carboni & Giuseppe Medda, 2018. "R&D, export and investment decision: evidence from European firms," Applied Economics, Taylor & Francis Journals, vol. 50(2), pages 187-201, January.
    20. Timo Kleiner-Schaefer & Kerstin J. Schaefer, 2022. "Barriers to university–industry collaboration in an emerging market: Firm-level evidence from Turkey," The Journal of Technology Transfer, Springer, vol. 47(3), pages 872-905, June.
    21. G Medda & OA Carboni, 2019. "External R&D Acquisition and Product Innovation," Working Paper CRENoS 201906, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    22. Fernando Alexandre & Hélder Costa & Ana Paula Faria & Miguel Portela, 2022. "Enhancing University–Industry collaboration: the role of intermediary organizations," The Journal of Technology Transfer, Springer, vol. 47(5), pages 1584-1611, October.

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    More about this item

    Keywords

    Firm R&D collaborations; University; Cooperative effort; EU;
    All these keywords.

    JEL classification:

    • C24 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Truncated and Censored Models; Switching Regression Models; Threshold Regression Models
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

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