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Inter-firm R&D cooperation in local innovation networks: The case of Italian technological districts

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  • Otello Ardovino
  • Luca Pennacchio

Abstract

This paper explores the drivers of inter-firm R&D collaborations in a particular type of innovation network, the technological districts created in Italy under a specific public policy to promote innovation. The empirical analysis used an original database containing information on research projects activated by the districts and on the characteristics of participating firms. The main results show that districts with governance oriented towards market logic and districts that include several universities foster a stronger cooperation among firms than other districts. In addition, network effects such as structural embeddedness and interlocking directorate greatly influence the propensity to cooperate. Lastly, knowledge transfer and absorptive capacity of firms also play an important role in shaping collaboration strategies. Some considerations about the effectiveness of public policy also emerge from the analysis. In particular technological districts foster research collaborations among small firms and between small and large firms. The latter type of cooperation could be very important to enhance the innovation capabilities of small firms and their performance.

Suggested Citation

  • Otello Ardovino & Luca Pennacchio, 2014. "Inter-firm R&D cooperation in local innovation networks: The case of Italian technological districts," EERI Research Paper Series EERI RP 2014/09, Economics and Econometrics Research Institute (EERI), Brussels.
  • Handle: RePEc:eei:rpaper:eeri_rp_2014_09
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    File URL: http://www.eeri.eu/documents/wp/EERI_RP_2014_09.pdf
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    1. d'Aspremont, Claude & Jacquemin, Alexis, 1988. "Cooperative and Noncooperative R&D in Duopoly with Spillovers," American Economic Review, American Economic Association, vol. 78(5), pages 1133-1137, December.
    2. Etzkowitz, Henry & Leydesdorff, Loet, 2000. "The dynamics of innovation: from National Systems and "Mode 2" to a Triple Helix of university-industry-government relations," Research Policy, Elsevier, vol. 29(2), pages 109-123, February.
    3. Breschi, Stefano & Lissoni, Francesco, 2001. "Knowledge Spillovers and Local Innovation Systems: A Critical Survey," Industrial and Corporate Change, Oxford University Press, vol. 10(4), pages 975-1005, December.
    4. Pier Paolo Patrucco, 2003. "Institutional Variety, Networking and Knowledge Exchange: Communication and Innovation in the Case of the Brianza Technological District," Regional Studies, Taylor & Francis Journals, vol. 37(2), pages 159-172.
    5. Annalisa Caloffi & Federica Rossi & Margherita Russo, 2013. "Does participation in innovation networks improve firms' relational abilities? Evidence from a regional policy framework," DRUID Working Papers 13-07, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
    6. Lee Branstetter & Mariko Sakakibara, 1998. "Japanese Research Consortia: A Microeconometric Analysis of Industrial Policy," Journal of Industrial Economics, Wiley Blackwell, vol. 46(2), pages 207-233, June.
    7. Bonaccorsi, Andrea & Giuri, Paola, 2001. "Network structure and industrial dynamics. The long-term evolution of the aircraft-engine industry," Structural Change and Economic Dynamics, Elsevier, vol. 12(2), pages 201-233, July.
    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. Kancs, d’Artis & Siliverstovs, Boriss, 2016. "R&D and non-linear productivity growth," Research Policy, Elsevier, vol. 45(3), pages 634-646.
    10. Nooteboom, Bart & Van Haverbeke, Wim & Duysters, Geert & Gilsing, Victor & van den Oord, Ad, 2007. "Optimal cognitive distance and absorptive capacity," Research Policy, Elsevier, vol. 36(7), pages 1016-1034, September.
    11. Sanjeev Goyal & Marco J. van der Leij & José Luis Moraga-Gonzalez, 2006. "Economics: An Emerging Small World," Journal of Political Economy, University of Chicago Press, vol. 114(2), pages 403-432, April.
    12. Corinne Autant‐Bernard & Pascal Billand & David Frachisse & Nadine Massard, 2007. "Social distance versus spatial distance in R&D cooperation: Empirical evidence from European collaboration choices in micro and nanotechnologies," Papers in Regional Science, Wiley Blackwell, vol. 86(3), pages 495-519, August.
    13. Manfred Paier & Thomas Scherngell, 2011. "Determinants of Collaboration in European R&D Networks: Empirical Evidence from a Discrete Choice Model," Industry and Innovation, Taylor & Francis Journals, vol. 18(1), pages 89-104.
    14. Mario Maggioni & Teodora Uberti, 2011. "Networks and geography in the economics of knowledge flows," Quality & Quantity: International Journal of Methodology, Springer, vol. 45(5), pages 1031-1051, August.
    15. Fafchamps, Marcel & Gubert, Flore, 2007. "The formation of risk sharing networks," Journal of Development Economics, Elsevier, vol. 83(2), pages 326-350, July.
    16. 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.
    17. Bonte, Werner & Keilbach, Max, 2005. "Concubinage or marriage? Informal and formal cooperations for innovation," International Journal of Industrial Organization, Elsevier, vol. 23(3-4), pages 279-302, April.
    18. 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.
    19. Branstetter, Lee & Sakakibara, Mariko, 1998. "Japanese Research Consortia: A Microeconometric Analysis of Industrial Policy," Journal of Industrial Economics, Wiley Blackwell, vol. 46(2), pages 207-233, June.
    20. Mario Maggioni & Teodora Uberti, 2011. "Networks and geography in the economics of knowledge flows," Quality & Quantity: International Journal of Methodology, Springer, vol. 45(5), pages 1065-1066, August.
    21. Shapiro, Carl & Willig, Robert D, 1990. "On the Antitrust Treatment of Production Joint Ventures," Journal of Economic Perspectives, American Economic Association, vol. 4(3), pages 113-130, Summer.
    22. Venkatesh Bala & Sanjeev Goyal, 2000. "A Noncooperative Model of Network Formation," Econometrica, Econometric Society, vol. 68(5), pages 1181-1230, September.
    23. J. Scott Long & Jeremy Freese, 2006. "Regression Models for Categorical Dependent Variables using Stata, 2nd Edition," Stata Press books, StataCorp LP, edition 2, number long2, March.
    24. repec:dau:papers:123456789/4392 is not listed on IDEAS
    25. Uwe Cantner & Andreas Meder, 2007. "Technological proximity and the choice of cooperation partner," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 2(1), pages 45-65, June.
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    Cited by:

    1. 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.
    2. 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.
    3. Federica Bertamino & Raffaello Bronzini & Marco De Maggio & Davide Revelli, 2016. "Local policies for innovation: the case of technology districts in Italy," Questioni di Economia e Finanza (Occasional Papers) 313, Bank of Italy, Economic Research and International Relations Area.
    4. 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.

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    More about this item

    Keywords

    R&D cooperation; innovation networks; firm behaviour; dyadic regession.;
    All these keywords.

    JEL classification:

    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

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