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Behavioural additionality of R&D subsidies: A learning perspective

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  • Clarysse, Bart
  • Wright, Mike
  • Mustar, Philippe

Abstract

The use of R&D grants as a policy instrument has been motivated by economic arguments of market failure. Neo-classical econometric studies have analysed the additionality of one Euro of subsidies on both the investments of companies in the R&D process and the output of that R&D process. More recently, behavioural additionality has been launched as a third form of additionality. In contrast to input and output additionality, behavioural additionality is related to changes in the processes that take place within the firm. In this paper, we analyse the determinants of the behavioural additionality of R&D grants. To explain the mechanism through which behavioural additionality is obtained, we use organizational learning theory as a guide to formulate our hypotheses. Hypotheses are tested using a telephone survey of 192 recipients of R&D grants provided by the IWT in Flanders in 2001-2004, matched to a sample of 84 firms that undertake innovation activities but which had never had a grant bid accepted. We find that congenital learning and interorganizational learning lead to increased behavioural additionality. However, these learning effects decrease with the number of subsidized projects that are undertaken by the company.

Suggested Citation

  • Clarysse, Bart & Wright, Mike & Mustar, Philippe, 2009. "Behavioural additionality of R&D subsidies: A learning perspective," Research Policy, Elsevier, vol. 38(10), pages 1517-1533, December.
  • Handle: RePEc:eee:respol:v:38:y:2009:i:10:p:1517-1533
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    1. González, Xulia & Pazó, Consuelo, 2008. "Do public subsidies stimulate private R&D spending?," Research Policy, Elsevier, vol. 37(3), pages 371-389, April.
    2. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    3. Xulia González & Jordi Jaumandreu & Consuelo Pazo, 2005. "Barriers to Innovation and Subsidy Effectiveness," RAND Journal of Economics, The RAND Corporation, vol. 36(4), pages 930-949, Winter.
    4. David M. Levy & Nestor E. Terleckyj, 1983. "Effects of Government R&D on Private R&D Investment and Productivity: A Macroeconomic Analysis," Bell Journal of Economics, The RAND Corporation, vol. 14(2), pages 551-561, Autumn.
    5. Lee G. Branstetter & Mariko Sakakibara, 2002. "When Do Research Consortia Work Well and Why? Evidence from Japanese Panel Data," American Economic Review, American Economic Association, vol. 92(1), pages 143-159, March.
    6. John L Naman & Dennis P. Slevin, 1993. "Entrepreneurship and the concept of fit: A model and empirical tests," Strategic Management Journal, Wiley Blackwell, vol. 14(2), pages 137-153, February.
    7. Cooper, Arnold C. & Artz, Kendall W., 1995. "Determinants of satisfaction for entrepreneurs," Journal of Business Venturing, Elsevier, vol. 10(6), pages 439-457, November.
    8. DUGUET Emmanuel, 2004. "Are R&D subsidies a substitute or a complement to privately funded R&D? Evidence from France using propensity score methods for non- experimental data," Public Economics 0411007, University Library of Munich, Germany.
    9. Davidson, Russell & MacKinnon, James G., 1993. "Estimation and Inference in Econometrics," OUP Catalogue, Oxford University Press, number 9780195060119.
    10. Ozgen, Eren & Baron, Robert A., 2007. "Social sources of information in opportunity recognition: Effects of mentors, industry networks, and professional forums," Journal of Business Venturing, Elsevier, vol. 22(2), pages 174-192, March.
    11. 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.
    12. Chandler, Gaylen N. & Hanks, Steven H., 1993. "Measuring the performance of emerging businesses: A validation study," Journal of Business Venturing, Elsevier, vol. 8(5), pages 391-408, September.
    13. 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.
    14. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626, National Bureau of Economic Research, Inc.
    15. Klette, Tor Jakob & Moen, Jarle & Griliches, Zvi, 2000. "Do subsidies to commercial R&D reduce market failures? Microeconometric evaluation studies1," Research Policy, Elsevier, vol. 29(4-5), pages 471-495, April.
    16. Luukkonen, Terttu, 2000. "Additionality of EU framework programmes1," Research Policy, Elsevier, vol. 29(6), pages 711-724, June.
    17. Autio, Erkko & Kanninen, Sami & Gustafsson, Robin, 2008. "First- and second-order additionality and learning outcomes in collaborative R&D programs," Research Policy, Elsevier, vol. 37(1), pages 59-76, February.
    18. George P. Huber, 1991. "Organizational Learning: The Contributing Processes and the Literatures," Organization Science, INFORMS, vol. 2(1), pages 88-115, February.
    19. Richard R. Nelson, 1959. "The Simple Economics of Basic Scientific Research," Journal of Political Economy, University of Chicago Press, vol. 67(3), pages 297-297.
    20. Falk, Rahel, 2007. "Measuring the effects of public support schemes on firms' innovation activities: Survey evidence from Austria," Research Policy, Elsevier, vol. 36(5), pages 665-679, June.
    21. Prashant Kale & Harbir Singh & Howard Perlmutter, 2000. "Learning and protection of proprietary assets in strategic alliances: building relational capital," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 217-237, March.
    22. Georghiou, Luke & Roessner, David, 2000. "Evaluating technology programs: tools and methods," Research Policy, Elsevier, vol. 29(4-5), pages 657-678, April.
    23. Scott J. Wallsten, 2000. "The Effects of Government-Industry R&D Programs on Private R&D: The Case of the Small Business Innovation Research Program," RAND Journal of Economics, The RAND Corporation, vol. 31(1), pages 82-100, Spring.
    24. José García‐Quevedo, 2004. "Do Public Subsidies Complement Business R&D? A Meta‐Analysis of the Econometric Evidence," Kyklos, Wiley Blackwell, vol. 57(1), pages 87-102, February.
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