IDEAS home Printed from https://ideas.repec.org/p/ags/feemwp/317841.html
   My bibliography  Save this paper

Public subsidies and cooperation in research and development. Evidence from the lab

Author

Listed:
  • Acconcia, Antonio
  • Beraldo, Sergio
  • Capuano, Carlo
  • Stimolo, Marco

Abstract

We implement an experimental design based on a duopoly game in which subjects choose whether to cooperate in Research and Development (R&D) activities. We first conduct six experimental markets that differ in both the levels of knowledge spillovers and the intensity of competition. Consistently with the theory, we find that the probability of cooperation increases in the level of spillovers and decreases in that of market competition. We then replicate the experimental markets by providing subsidies to subjects who cooperate. Subsidies relevantly increase the probability of cooperation in focus markets, causing, however, a sensible reduction of R&D investments. Overall, our evidence suggests that, depending on the characteristics of the market, the use of public subsidies might be redundant, for firms would anyway joined their R&D efforts; or counterproductive, inducing firms to significantly reduce R&D investments compared to the non-cooperative scenario.

Suggested Citation

  • Acconcia, Antonio & Beraldo, Sergio & Capuano, Carlo & Stimolo, Marco, 2022. "Public subsidies and cooperation in research and development. Evidence from the lab," FEEM Working Papers 317841, Fondazione Eni Enrico Mattei (FEEM).
  • Handle: RePEc:ags:feemwp:317841
    DOI: 10.22004/ag.econ.317841
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/317841/files/NDL2022-002-new.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.317841?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Belderbos, Rene & Carree, Martin & Lokshin, Boris, 2004. "Cooperative R&D and firm performance," Research Policy, Elsevier, vol. 33(10), pages 1477-1492, December.
    2. Joshua D. Angrist & Jörn-Steffen Pischke, 2010. "The Credibility Revolution in Empirical Economics: How Better Research Design Is Taking the Con out of Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 3-30, Spring.
    3. 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.
    4. Szücs, Florian, 2020. "Do research subsidies crowd out private R&D of large firms? Evidence from European Framework Programmes," Research Policy, Elsevier, vol. 49(3).
    5. Giebe, Thomas & Grebe, Tim & Wolfstetter, Elmar, 2006. "How to allocate R&D (and other) subsidies: An experimentally tested policy recommendation," Research Policy, Elsevier, vol. 35(9), pages 1261-1272, November.
    6. JAMES G. MacKINNON, 2006. "Bootstrap Methods in Econometrics," The Economic Record, The Economic Society of Australia, vol. 82(s1), pages 2-18, September.
    7. Giovanni Cerulli, 2010. "Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature," The Economic Record, The Economic Society of Australia, vol. 86(274), pages 421-449, September.
    8. Bruno Cassiman & Reinhilde Veugelers, 2002. "R&D Cooperation and Spillovers: Some Empirical Evidence from Belgium," American Economic Review, American Economic Association, vol. 92(4), pages 1169-1184, September.
    9. Czarnitzki, Dirk & Hottenrott, Hanna, 2012. "Collaborative R&D as a strategy to attenuate financing constraints," ZEW Discussion Papers 12-049, ZEW - Leibniz Centre for European Economic Research.
    10. Halbheer, Daniel & Fehr, Ernst & Goette, Lorenz & Schmutzler, Armin, 2009. "Self-reinforcing market dominance," Games and Economic Behavior, Elsevier, vol. 67(2), pages 481-502, November.
    11. José Ángel Zúñiga-Vicente & César Alonso-Borrego & Francisco J. Forcadell & José I. Galán, 2014. "Assessing The Effect Of Public Subsidies On Firm R&D Investment: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 28(1), pages 36-67, February.
    12. Zvi Griliches, 1998. "R&D and Productivity: The Unfinished Business," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 269-283, National Bureau of Economic Research, Inc.
    13. Sørensen, Flemming & Mattsson, Jan & Sundbo, Jon, 2010. "Experimental methods in innovation research," Research Policy, Elsevier, vol. 39(3), pages 313-322, April.
    14. Donja Darai & Dario Sacco & Armin Schmutzler, 2010. "Competition and innovation: an experimental investigation," Experimental Economics, Springer;Economic Science Association, vol. 13(4), pages 439-460, December.
    15. Riccardo Crescenzi & Guido de Blasio & Mara Giua, 2020. "Cohesion Policy incentives for collaborative industrial research: evaluation of a Smart Specialisation forerunner programme," Regional Studies, Taylor & Francis Journals, vol. 54(10), pages 1341-1353, October.
    16. Wu, Jie, 2012. "Technological collaboration in product innovation: The role of market competition and sectoral technological intensity," Research Policy, Elsevier, vol. 41(2), pages 489-496.
    17. Ruble, Richard & Versaevel, Bruno, 2014. "Market shares, R&D agreements, and the EU block exemption," International Review of Law and Economics, Elsevier, vol. 37(C), pages 15-25.
    18. Philippe Aghion & Stefan Bechtold & Lea Cassar & Holger Herz, 2018. "The Causal Effects of Competition on Innovation: Experimental Evidence," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 34(2), pages 162-195.
    19. Colombo, Massimo G. & Grilli, Luca & Piva, Evila, 2006. "In search of complementary assets: The determinants of alliance formation of high-tech start-ups," Research Policy, Elsevier, vol. 35(8), pages 1166-1199, October.
    20. Carlo Capuano & Iacopo Grassi, 2019. "Spillovers, product innovation and R&D cooperation: a theoretical model," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 28(2), pages 197-216, February.
    21. Zvi Griliches, 1998. "R&D and Productivity: The Econometric Evidence," NBER Books, National Bureau of Economic Research, Inc, number gril98-1, March.
    22. Russo, Alberto & Catalano, Michele & Gaffeo, Edoardo & Gallegati, Mauro & Napoletano, Mauro, 2007. "Industrial dynamics, fiscal policy and R&D: Evidence from a computational experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 64(3-4), pages 426-447.
    23. Joel L. Horowitz, 2019. "Bootstrap Methods in Econometrics," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 193-224, August.
    24. Stein E. Østbye & Matthew R. Roelofs, 2013. "The competition--innovation debate: is R&D cooperation the answer?," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(2), pages 153-176, March.
    25. 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.
    26. Suetens, Sigrid, 2005. "Cooperative and noncooperative R&D in experimental duopoly markets," International Journal of Industrial Organization, Elsevier, vol. 23(1-2), pages 63-82, February.
    27. Damiano Silipo, 2005. "The Evolution of Cooperation in Patent Races:Theory and Experimental Evidence," Journal of Economics, Springer, vol. 85(1), pages 1-38, July.
    28. Bronzini, Raffaello & Piselli, Paolo, 2016. "The impact of R&D subsidies on firm innovation," Research Policy, Elsevier, vol. 45(2), pages 442-457.
    29. Czarnitzki, Dirk & Hussinger, Katrin, 2004. "The Link Between R&D Subsidies, R&D Spending and Technological Performance," ZEW Discussion Papers 04-56, ZEW - Leibniz Centre for European Economic Research.
    30. Matthew R. Roelofs & Stein E. Østbye & Eirik E. Heen, 2017. "Asymmetric firms, technology sharing and R&D investment," Experimental Economics, Springer;Economic Science Association, vol. 20(3), pages 574-600, September.
    31. David Aristei & Alessandro Sterlacchini & Francesco Venturini, 2017. "Effectiveness of R&D subsidies during the crisis: firm-level evidence across EU countries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(6), pages 554-573, August.
    32. Griliches, Zvi, 1998. "R&D and Productivity," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226308869, December.
    33. Belderbos, Rene & Carree, Martin & Lokshin, Boris, 2004. "Cooperative R&D and firm performance," Research Policy, Elsevier, vol. 33(10), pages 1477-1492, December.
    34. Daniel Kahneman & Amos Tversky, 2013. "Choices, Values, and Frames," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 16, pages 269-278, World Scientific Publishing Co. Pte. Ltd..
    35. Claudia Cantabene & Iacopo Grassi, 2019. "Public and private incentives to R&D cooperation in Italy," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 28(3), pages 217-242, April.
    36. Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer;Economic Science Association, vol. 10(2), pages 171-178, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bettina Becker, 2013. "The Determinants of R&D Investment: A Survey of the Empirical Research," Discussion Paper Series 2013_09, Department of Economics, Loughborough University, revised Sep 2013.
    2. Barajas, Ascensión & Huergo, Elena & Moreno, Lourdes, 2017. "Public Support to Business R&D and the Economic Crisis: Spanish Evidence," MPRA Paper 81529, University Library of Munich, Germany.
    3. Dirk Czarnitzki & Julie Delanote, 2017. "Incorporating innovation subsidies in the CDM framework: empirical evidence from Belgium," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(1-2), pages 78-92, February.
    4. Dirk Czarnitzki & Julie Delanote, 2015. "R&D policies for young SMEs: input and output effects," Small Business Economics, Springer, vol. 45(3), pages 465-485, October.
    5. Gun Jea Yu & Seung-Yoon Rhee, 2015. "Effect of R&D Collaboration with Research Organizations on Innovation: The Mediation Effect of Environmental Performance," Sustainability, MDPI, vol. 7(9), pages 1-19, August.
    6. Halbheer, Daniel & Fehr, Ernst & Goette, Lorenz & Schmutzler, Armin, 2009. "Self-reinforcing market dominance," Games and Economic Behavior, Elsevier, vol. 67(2), pages 481-502, November.
    7. 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.
    8. Beck, Mathias & Lopes-Bento, Cindy & Schenker-Wicki, Andrea, 2016. "Radical or incremental: Where does R&D policy hit?," Research Policy, Elsevier, vol. 45(4), pages 869-883.
    9. 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.
    10. Bettina Becker, 2015. "Public R&D Policies And Private R&D Investment: A Survey Of The Empirical Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 29(5), pages 917-942, December.
    11. Julia Brüggemann & Kilian Bizer, 2016. "Laboratory experiments in innovation research: a methodological overview and a review of the current literature," Journal of Innovation and Entrepreneurship, Springer, vol. 5(1), pages 1-13, December.
    12. Thomas H. W. Ziesemer, 2021. "The Effects of R&D Subsidies and Publicly Performed R&D on Business R&D: A Survey," Hacienda Pública Española / Review of Public Economics, IEF, vol. 236(1), pages 171-205, March.
    13. Giovanni Cerulli & Roberto Gabriele & Bianca Potì, 2016. "The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness," Industry and Innovation, Taylor & Francis Journals, vol. 23(5), pages 426-447, July.
    14. Gimenez-Fernandez, Elena M. & Sandulli, Francesco D. & Bogers, Marcel, 2020. "Unpacking liabilities of newness and smallness in innovative start-ups: Investigating the differences in innovation performance between new and older small firms," Research Policy, Elsevier, vol. 49(10).
    15. Claudia Cantabene & Iacopo Grassi, 2020. "R&D cooperation in SMEs: the direct effect and the moderating role of human capital," Applied Economics, Taylor & Francis Journals, vol. 52(28), pages 3090-3105, June.
    16. Andrea Bellucci & Luca Pennacchio & Alberto Zazzaro, 2019. "Public R&D subsidies: collaborative versus individual place-based programs for SMEs," Small Business Economics, Springer, vol. 52(1), pages 213-240, January.
    17. Matthew R. Roelofs & Stein E. Østbye & Eirik E. Heen, 2017. "Asymmetric firms, technology sharing and R&D investment," Experimental Economics, Springer;Economic Science Association, vol. 20(3), pages 574-600, September.
    18. Andrea Bellucci & Luca Pennacchio & Alberto Zazzaro, 2016. "Public subsidies for SME research and development: Empirical evaluation of collaborative versus individual place-based programs," Mo.Fi.R. Working Papers 133, Money and Finance Research group (Mo.Fi.R.) - Univ. Politecnica Marche - Dept. Economic and Social Sciences.
    19. Crespi, Gustavo & Figal Garone, Lucas & Maffioli, Alessandro & Stein, Ernesto, 2020. "Public support to R&D, productivity, and spillover effects: Firm-level evidence from Chile," World Development, Elsevier, vol. 130(C).
    20. Ascensión Barajas & Elena Huergo & Lourdes Moreno, 2021. "The role of public loans in financing business R&D through the economic cycle," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 38(2), pages 505-538, July.

    More about this item

    Keywords

    Research and Development/Tech Change/Emerging Technologies; Research Methods/ Statistical Methods;

    JEL classification:

    • L24 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Contracting Out; Joint Ventures
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ags:feemwp:317841. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/feemmit.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.