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Effects of cluster policies on regional innovation networks: Evidence from France

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  • Konan Alain N’Ghauran

    (Univ Lyon, UJM Saint-Etienne, CNRS, GATE L-SE UMR 5824, F-42023 Saint-Etienne, France)

  • Corinne Autant-Bernard

    (Univ Lyon, UJM Saint-Etienne, CNRS, GATE L-SE UMR 5824, F-42023 Saint-Etienne, France)

Abstract

Despite the growing body of literature evaluating cluster policies, it still remains difficult to establish conclusively their structural effects on regional innovation networks. Focusing on the French cluster policy during the period 2005-2010, this study aims at evaluating how cluster policies influence the structure of local innovation networks following network topologies that may be beneficial for regional innovation. Based on a panel data of four periods and 94 NUTS3 French regions, we estimate spatial Durbin models, allowing us to identify direct, indirect and total effects of cluster policies. The results suggest that cluster policies can result in both positive and negative total effects on the structure of local innovation networks depending on regions’ technological specialisation. Beyond the heterogeneous effects, the results also highlight that cluster policies may lead to a regional competition for the strengthening of innovation networks. This finding echoed previous research pointing out the possible "beggar-thy-neighbour" effects of cluster policies.

Suggested Citation

  • Konan Alain N’Ghauran & Corinne Autant-Bernard, 2020. "Effects of cluster policies on regional innovation networks: Evidence from France," Working Papers 2005, Groupe d'Analyse et de Théorie Economique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon.
    • Handle: RePEc:gat:wpaper:2005
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    1. Lee Fleming & Koen Frenken, 2007. "The Evolution Of Inventor Networks In The Silicon Valley And Boston Regions," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 10(01), pages 53-71.
    2. Sakakibara, Mariko, 1997. "Evaluating government-sponsored R&D consortia in Japan: who benefits and how?," Research Policy, Elsevier, vol. 26(4-5), pages 447-473, December.
    3. Junichi Nishimura & Hiroyuki Okamuro, 2011. "R&D productivity and the organization of cluster policy: an empirical evaluation of the Industrial Cluster Project in Japan," The Journal of Technology Transfer, Springer, vol. 36(2), pages 117-144, April.
    4. Nishimura, Junichi & Okamuro, Hiroyuki, 2011. "Subsidy and networking: The effects of direct and indirect support programs of the cluster policy," Research Policy, Elsevier, vol. 40(5), pages 714-727, June.
    5. Holger Graf & Tobias Henning, 2010. "Public Research in Regional Networks of Innovators: A Comparative Study of Four East-German Regions," Springer Books, in: Andreas Freytag & Roy Thurik (ed.), Entrepreneurship and Culture, chapter 0, pages 97-128, Springer.
    6. Shaowei He & Stewart MacNeill & Jinmin Wang, 2014. "Assessing Overall Network Structure in Regional Innovation Policies: A Case Study of Cluster Policy in the West Midlands in the UK," European Planning Studies, Taylor & Francis Journals, vol. 22(9), pages 1940-1959, September.
    7. Jackson, Matthew O. & Wolinsky, Asher, 1996. "A Strategic Model of Social and Economic Networks," Journal of Economic Theory, Elsevier, vol. 71(1), pages 44-74, October.
    8. Doloreux, David & Parto, Saeed, 2005. "Regional innovation systems: Current discourse and unresolved issues," Technology in Society, Elsevier, vol. 27(2), pages 133-153.
    9. Bastien Bernela & Rachel Levy, 2017. "Collaboration networks within a French cluster: Do partners really interact with each other?," Papers in Regional Science, Wiley Blackwell, vol. 96(1), pages 115-138, March.
    10. Joan Crespo & Raphael Suire & Jerome Vicente, 2014. "Lock-in or lock-out? How structural properties of knowledge networks affect regional resilience," Journal of Economic Geography, Oxford University Press, vol. 14(1), pages 199-219, January.
    11. Abdullah Gök & Jakob Edler, 2012. "The use of behavioural additionality evaluation in innovation policy making," Research Evaluation, Oxford University Press, vol. 21(4), pages 306-318, September.
    12. Roberta Capello & Alessandra Faggian, 2005. "Collective Learning and Relational Capital in Local Innovation Processes," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 75-87.
    13. 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.
    14. James P. Lesage, 2008. "An Introduction to Spatial Econometrics," Revue d'économie industrielle, De Boeck Université, vol. 0(3), pages 19-44.
    15. Anne L.J. Ter Wal, 2013. "Cluster Emergence and Network Evolution: A Longitudinal Analysis of the Inventor Network in Sophia-Antipolis," Regional Studies, Taylor & Francis Journals, vol. 47(5), pages 651-668, May.
    16. Andy Pike & Stuart Dawley & John Tomaney, 2010. "Resilience, adaptation and adaptability," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 3(1), pages 59-70.
    17. Marco Bellandi & Annalisa Caloffi, 2009. "An Analysis of Regional Policies Promoting Networks for Innovation," European Planning Studies, Taylor & Francis Journals, vol. 18(1), pages 67-82, July.
    18. 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.
    19. 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.
    20. 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.
    21. Pablo Galaso, 2018. "Network topologies as collective social capital in cities and regions: a critical review of empirical studies," European Planning Studies, Taylor & Francis Journals, vol. 26(3), pages 571-590, March.
    22. Lucena-Piquero, D. & Vicente, Jérôme, 2019. "The visible hand of cluster policy makers: An analysis of Aerospace Valley (2006-2015) using a place-based network methodology," Research Policy, Elsevier, vol. 48(3), pages 830-842.
    23. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    24. Falck, Oliver & Heblich, Stephan & Kipar, Stefan, 2010. "Industrial innovation: Direct evidence from a cluster-oriented policy," Regional Science and Urban Economics, Elsevier, vol. 40(6), pages 574-582, November.
    25. Anne Ter Wal & Ron Boschma, 2009. "Applying social network analysis in economic geography: framing some key analytic issues," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 739-756, September.
    26. Melissa A. Schilling & Corey C. Phelps, 2007. "Interfirm Collaboration Networks: The Impact of Large-Scale Network Structure on Firm Innovation," Management Science, INFORMS, vol. 53(7), pages 1113-1126, July.
    27. Lee, Lung-fei & Yu, Jihai, 2010. "A Spatial Dynamic Panel Data Model With Both Time And Individual Fixed Effects," Econometric Theory, Cambridge University Press, vol. 26(2), pages 564-597, April.
    28. Gianfranco Piras, 2014. "Impact estimates for static spatial panel data models in R," Letters in Spatial and Resource Sciences, Springer, vol. 7(3), pages 213-223, October.
    29. Jakob Edler & Paul Cunningham & Abdullah Gök & Philip Shapira (ed.), 2016. "Handbook of Innovation Policy Impact," Books, Edward Elgar Publishing, number 16121.
    30. Grillitsch, Markus, 2018. "Place-based entrepreneurship and innovation policy for industrial diversification," Papers in Innovation Studies 2018/3, Lund University, CIRCLE - Centre for Innovation Research.
    31. Annalisa Caloffi & Federica Rossi & Margherita Russo, 2015. "What Makes SMEs more Likely to Collaborate? Analysing the Role of Regional Innovation Policy," European Planning Studies, Taylor & Francis Journals, vol. 23(7), pages 1245-1264, July.
    32. Ron Boschma & Ron Martin (ed.), 2010. "The Handbook of Evolutionary Economic Geography," Books, Edward Elgar Publishing, number 12864.
    33. Gino Cattani & Simone Ferriani, 2008. "A Core/Periphery Perspective on Individual Creative Performance: Social Networks and Cinematic Achievements in the Hollywood Film Industry," Organization Science, INFORMS, vol. 19(6), pages 824-844, December.
    34. Frank van der Wouden & David L. Rigby, 2019. "Co‐inventor networks and knowledge production in specialized and diversified cities," Papers in Regional Science, Wiley Blackwell, vol. 98(4), pages 1833-1853, August.
    35. Rossi, Federica & Caloffi, Annalisa & Russo, Margherita, 2016. "Networked by design: Can policy requirements influence organisations' networking behaviour?," Technological Forecasting and Social Change, Elsevier, vol. 105(C), pages 203-214.
    36. De Noni, Ivan & Ganzaroli, Andrea & Orsi, Luigi, 2017. "The impact of intra- and inter-regional knowledge collaboration and technological variety on the knowledge productivity of European regions," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 108-118.
    37. Olivier Brossard & Inès Moussa, 2014. "The French cluster policy put to the test with differences-in-differences estimates," Economics Bulletin, AccessEcon, vol. 34(1), pages 520-529.
    38. James P. LeSage, 2014. "What Regional Scientists Need to Know about Spatial Econometrics," The Review of Regional Studies, Southern Regional Science Association, vol. 44(1), pages 13-32, Spring.
    39. Eric Braune & Xavier Mahieux & Anne-Laure Boncori, 2016. "The Performance of Independent Active SMEs in French Competitiveness Clusters," Industry and Innovation, Taylor & Francis Journals, vol. 23(4), pages 313-330, May.
    40. Olivier Brossard & Inès Moussa, 2014. "The French cluster policy put to the test with differences-in-differences estimates," Post-Print halshs-01228857, HAL.
    41. Pablo D'Este & Frederick Guy & Simona Iammarino, 2013. "Shaping the formation of university--industry research collaborations: what type of proximity does really matter?," Journal of Economic Geography, Oxford University Press, vol. 13(4), pages 537-558, July.
    42. Roberto P. Camagni, 1995. "The Concept Of Innovative Milieu And Its Relevance For Public Policies In European Lagging Regions," Papers in Regional Science, Wiley Blackwell, vol. 74(4), pages 317-340, October.
    43. Markus Grillitsch & Bjørn Asheim, 2018. "Place-based innovation policy for industrial diversification in regions," European Planning Studies, Taylor & Francis Journals, vol. 26(8), pages 1638-1662, August.
    44. Annalisa Caloffi & Federica Rossi & Margherita Russo, 2017. "A tale of persistent network additionality, with evidence from a regional policy," Working Papers 38, Birkbeck Centre for Innovation Management Research, revised May 2017.
    45. Ron Boschma & Koen Frenken, 2010. "The Spatial Evolution of Innovation Networks: A Proximity Perspective," Chapters, in: Ron Boschma & Ron Martin (ed.), The Handbook of Evolutionary Economic Geography, chapter 5, Edward Elgar Publishing.
    46. Maja Bucar & Gabriel Rissola, 2018. "Place-based Innovation Ecosystems: Ljubljana start-up ecosystem and the Technology Park Ljubljana (Slovenia)," JRC Research Reports JRC114454, Joint Research Centre.
    47. Lee Fleming & Charles King & Adam I. Juda, 2007. "Small Worlds and Regional Innovation," Organization Science, INFORMS, vol. 18(6), pages 938-954, December.
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    More about this item

    Keywords

    Cluster; Regional innovation; Innovation network; Policy evaluation;
    All these keywords.

    JEL classification:

    • L52 - Industrial Organization - - Regulation and Industrial Policy - - - Industrial Policy; Sectoral Planning Methods
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • R58 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Regional Development Planning and Policy

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