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Innovation networks and cluster dynamics

Author

Listed:
  • Benoît Desmarchelier

    (The University of Lille)

  • Linjia Zhang

    (Xi’an Jiaotong-Liverpool University)

Abstract

Contributions in terms of clusters life cycle indicate that intense interactions between a variety of agents within a cluster are essential to its success. Despite being accepted by the literature, to our knowledge, this view has not yet been confirmed by analyses of large temporal networks of interactions within industrial clusters. The paper proposes to fill this gap and to show that network analysis can explain clusters success, failure, and transition from one phase of the life cycle to another. In this perspective, we build and study the innovation networks of three clusters over a 10-year period. We find that clusters’ growth is all but smooth and that low assortativity and preferential attachment among agents can constitute safeguards against clusters decline. These observations support contributions advocating for non-deterministic life cycles in which clusters can still grow, even after a period of pronounced decline.

Suggested Citation

  • Benoît Desmarchelier & Linjia Zhang, 2018. "Innovation networks and cluster dynamics," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 61(3), pages 553-578, November.
    • Handle: RePEc:spr:anresc:v:61:y:2018:i:3:d:10.1007_s00168-018-0882-5
    DOI: 10.1007/s00168-018-0882-5
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    1. Klepper, Steven, 2010. "The origin and growth of industry clusters: The making of Silicon Valley and Detroit," Journal of Urban Economics, Elsevier, vol. 67(1), pages 15-32, January.
    2. Beaudry, Catherine & Schiffauerova, Andrea, 2009. "Who's right, Marshall or Jacobs? The localization versus urbanization debate," Research Policy, Elsevier, vol. 38(2), pages 318-337, March.
    3. Alasdair Reid & Bernard Musyck, 2000. "Industrial Policy in Wallonia: A Rupture with the Past?," European Planning Studies, Taylor & Francis Journals, vol. 8(2), pages 183-200, April.
    4. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    5. Audretsch, David B. & Feldman, Maryann P., 2004. "Knowledge spillovers and the geography of innovation," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 61, pages 2713-2739, Elsevier.
    6. Glaeser, Edward L & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1992. "Growth in Cities," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1126-1152, December.
      • Edward L. Glaeser & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1991. "Growth in Cities," NBER Working Papers 3787, National Bureau of Economic Research, Inc.
      • Glaeser, Edward Ludwig & Kallal, Hedi D. & Scheinkman, Jose A. & Shleifer, Andrei, 1992. "Growth in Cities," Scholarly Articles 3451309, Harvard University Department of Economics.
    7. repec:hal:pseose:hal-00975554 is not listed on IDEAS
    8. Allen Scott, 2006. "Entrepreneurship, Innovation and Industrial Development: Geography and the Creative Field Revisited," Small Business Economics, Springer, vol. 26(1), pages 1-24, February.
    9. Réka Albert & Hawoong Jeong & Albert-László Barabási, 2000. "Error and attack tolerance of complex networks," Nature, Nature, vol. 406(6794), pages 378-382, July.
    10. Cooke, Philip, 2001. "Regional Innovation Systems, Clusters, and the Knowledge Economy," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(4), pages 945-974, December.
    11. Lionel Fontagné & Pamina Koenig & Florian Mayneris & Sandra Poncet, 2013. "Cluster Policies And Firm Selection: Evidence From France," Journal of Regional Science, Wiley Blackwell, vol. 53(5), pages 897-922, December.
    12. Béatrice Van Haeperen & Martine Lefèvre & Marcus Dejardin, 2009. "Plan Marshall wallon : une évaluation ex ante en référence à la politique industrielle et d'innovation," Reflets et perspectives de la vie économique, De Boeck Université, vol. 0(1), pages 161-177.
    13. Lynne Hamill & Nigel Gilbert, 2009. "Social Circles: A Simple Structure for Agent-Based Social Network Models," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 12(2), pages 1-3.
    14. Jorge Niosi & Majlinda Zhegu, 2005. "Aerospace Clusters: Local or Global Knowledge Spillovers?," Industry and Innovation, Taylor & Francis Journals, vol. 12(1), pages 5-29.
    15. Benoît Desmarchelier & Faridah Djellal & Faïz Gallouj, 2015. "KIBS and the Dynamics of Industrial Clusters: a Complex Adaptive Systems Approach," Working Papers halshs-01188568, HAL.
    16. Ron Martin & Peter Sunley, 2011. "Conceptualizing Cluster Evolution: Beyond the Life Cycle Model?," Regional Studies, Taylor & Francis Journals, vol. 45(10), pages 1299-1318, November.
    17. Lionel Fontagné & Pamina Koenig & Florian Mayneris & Sandra Poncet, 2013. "Cluster Policies And Firm Selection: Evidence From France," Journal of Regional Science, Wiley Blackwell, vol. 53(5), pages 897-922, December.
    18. Scott, Allen J., 1991. "The aerospace-electronics industrial complex of Southern California: The formative years, 1940-1960," Research Policy, Elsevier, vol. 20(5), pages 439-456, October.
    19. Desmarchelier, Benoît & Djellal, Faridah & Gallouj, Faïz, 2013. "Knowledge intensive business services and long term growth," Structural Change and Economic Dynamics, Elsevier, vol. 25(C), pages 188-205.
    20. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
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    Cited by:

    1. Desmarchelier, Benoît & Djellal, Faridah & Gallouj, Faïz, 2020. "Mapping social innovation networks: Knowledge intensive social services as systems builders," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
    2. Elena-Madalina Vatamanescu & Wioletta Wereda & Jacek Woźniak, 2020. "Communication And Knowledge Management In Innovative Enterprises – Literature Review Perspective," Nowoczesne Systemy Zarządzania. Modern Management Systems, Military University of Technology, Faculty of Security, Logistics and Management, Institute of Organization and Management, issue 2, pages 41-55.
    3. Yuanyuan Wan & Gang Zeng & Jiawei Wang & Lin Zou, 2025. "‘Buzz-and-Pipeline’ Dynamics in AI Innovation Network: A Case Study of Zhangjiang National Innovation Demonstration Zone, Shanghai," Land, MDPI, vol. 14(1), pages 1-18, January.
    4. Walheer, Barnabé & Zhang, Linjia & Luo, Yingchan, 2020. "Bidirectional technological spillover in the Chinese star-rated hotel sector: An empirical investigation," Economic Modelling, Elsevier, vol. 86(C), pages 210-226.
    5. König, Michael D. & Rogers, Tim, 2023. "Endogenous technology cycles in dynamic R&D networks," European Economic Review, Elsevier, vol. 158(C).
    6. Tobias Koenig & Thomas Brenner, 2024. "Decline or renewal? Factors influencing the evolution of mature industrial clusters," Papers in Evolutionary Economic Geography (PEEG) 2418, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2024.

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    More about this item

    JEL classification:

    • R0 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights

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