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Cluster heterogeneity and efficiency of innovation network—Evidence from Shanghai and Taizhou in China

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  • Guodong Yan
  • Lin Zou

Abstract

There are debates about cluster heterogeneity, network structures, and innovations. The difference in the degree to which firms joined in the internal and external networks of heterogeneous clusters can affect innovation performance. There is still a lack of empirical evidence on how networks or spatial factors can differentially affect innovation efficiency due to cluster heterogeneity. China has endogenous clusters formed by small and medium‐sized firms and numerous clusters mainly based on government planning instrument, such as industrial zones and high‐tech parks. There are controversies over these planned cluster, such as insufficient firm connections and weak innovation effectiveness.Cluster innovation is a complex socio‐economic process that combines endogenous context, exogenous factors and interacts with multi‐spatial relationships. This perspective may explain the differences in which heterogeneous clusters improve efficiency. This paper draws on first‐hand data obtained from 188 questionnaires. The Lingang Equipment Manufacturing Cluster in Shanghai and the Taizhou Machine Tool Manufacturing Cluster in Zhejiang serve as examples of heterogeneous clusters. We combine the cluster's endogenous and exogenous characteristics, network size and strength of network ties, and local and non‐local innovation spaces to discuss the impact on innovation efficiency. Expecting to provide a reference for improving the innovation efficiency of heterogeneous clusters in developing economies. The results suggest that regardless of local or non‐local scales, exogenous clusters have a more pronounced effect of local network size and non‐local tie strength on innovation performance based on demand for proximity to customers and suppliers.

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  • Guodong Yan & Lin Zou, 2024. "Cluster heterogeneity and efficiency of innovation network—Evidence from Shanghai and Taizhou in China," Growth and Change, Wiley Blackwell, vol. 55(3), September.
    • Handle: RePEc:bla:growch:v:55:y:2024:i:3:n:e12729
    DOI: 10.1111/grow.12729
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    1. Peng-Fei Li & Harald Bathelt & Jici Wang, 2012. "Network dynamics and cluster evolution: changing trajectories of the aluminium extrusion industry in Dali, China," Journal of Economic Geography, Oxford University Press, vol. 12(1), pages 127-155, January.
    2. Jensen, Morten Berg & Johnson, Bjorn & Lorenz, Edward & Lundvall, Bengt Ake, 2007. "Forms of knowledge and modes of innovation," Research Policy, Elsevier, vol. 36(5), pages 680-693, June.
    3. 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.
    4. Mirko Titze & Matthias Brachert & Alexander Kubis, 2014. "Actors and Interactions—Identifying the Role of Industrial Clusters for Regional Production and Knowledge Generation Activities," Growth and Change, Wiley Blackwell, vol. 45(2), pages 163-190, June.
    5. Neil M Coe & Henry Wai-chung Yeung, 2019. "Global production networks: mapping recent conceptual developments," Journal of Economic Geography, Oxford University Press, vol. 19(4), pages 775-801.
    6. Tan, Justin, 2006. "Growth of industry clusters and innovation: Lessons from Beijing Zhongguancun Science Park," Journal of Business Venturing, Elsevier, vol. 21(6), pages 827-850, November.
    7. Maskell, Peter & Malmberg, Anders, 1999. "Localised Learning and Industrial Competitiveness," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 23(2), pages 167-185, March.
    8. Ekaterina Turkina & Ari Van Assche & Raja Kali, 2016. "Structure and evolution of global cluster networks: evidence from the aerospace industry," Journal of Economic Geography, Oxford University Press, vol. 16(6), pages 1211-1234.
    9. Pascal Ricordel, 2024. "Domestic or export: What is basic at the NUTS 2 regional level? A spatial endogenous regional growth model applied in the EU," Growth and Change, Wiley Blackwell, vol. 55(1), March.
    10. Lazerson, Mark H & Lorenzoni, Gianni, 1999. "The Firms That Feed Industrial Districts: A Return to the Italian," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 8(2), pages 235-266, June.
    11. Scott A. Brave & Richard H. Mattoon, 2020. "Explaining urban economic growth through cluster complementarity," Growth and Change, Wiley Blackwell, vol. 51(1), pages 4-33, March.
    12. Binz, Christian & Truffer, Bernhard, 2017. "Global Innovation Systems—A conceptual framework for innovation dynamics in transnational contexts," Research Policy, Elsevier, vol. 46(7), pages 1284-1298.
    13. Gebreeyesus, Mulu & Mohnen, Pierre, 2013. "Innovation Performance and Embeddedness in Networks: Evidence from the Ethiopian Footwear Cluster," World Development, Elsevier, vol. 41(C), pages 302-316.
    14. Bell, Martin & Albu, Michael, 1999. "Knowledge Systems and Technological Dynamism in Industrial Clusters in Developing Countries," World Development, Elsevier, vol. 27(9), pages 1715-1734, September.
    15. Jing Li & Changhui Zhou & Edward J. Zajac, 2009. "Control, collaboration, and productivity in international joint ventures: theory and evidence," Strategic Management Journal, Wiley Blackwell, vol. 30(8), pages 865-884, August.
    16. Simon Rodan & Charles Galunic, 2004. "More than network structure: how knowledge heterogeneity influences managerial performance and innovativeness," Strategic Management Journal, Wiley Blackwell, vol. 25(6), pages 541-562, June.
    17. Reynolds, Elisabeth B. & Uygun, Yilmaz, 2018. "Strengthening advanced manufacturing innovation ecosystems: The case of Massachusetts," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 178-191.
    18. Tsu-Lung Chou & Jung-Ying Chang & Te-Chuan Li, 2014. "Government Support, FDI Clustering and Semiconductor Sustainability in China: Case Studies of Shanghai, Suzhou and Wuxi in the Yangtze Delta," Sustainability, MDPI, vol. 6(9), pages 1-27, August.
    19. Bill McEvily & Akbar Zaheer, 1999. "Bridging ties: a source of firm heterogeneity in competitive capabilities," Strategic Management Journal, Wiley Blackwell, vol. 20(12), pages 1133-1156, December.
    20. Ash Amin & Patrick Cohendet, 2004. "Architectures of knowledge : Firms, capabilities, and communities," Post-Print hal-00279605, HAL.
    21. Ron Boschma & Anne L. J. ter Wal, 2007. "Knowledge Networks and Innovative Performance in an Industrial District: The Case of a Footwear District in the South of Italy," Industry and Innovation, Taylor & Francis Journals, vol. 14(2), pages 177-199.
    22. Ganau, Roberto & Grandinetti, Roberto, 2021. "Disentangling regional innovation capability: what really matters?," LSE Research Online Documents on Economics 114921, London School of Economics and Political Science, LSE Library.
    23. Aiqi Wu & Cassandra C. Wang & Shengxiao Li, 2015. "Geographical knowledge search, internal R&D intensity and product innovation of clustering firms in Zhejiang, China," Papers in Regional Science, Wiley Blackwell, vol. 94(3), pages 553-572, August.
    24. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    25. Paul Krugman, 1997. "Pop Internationalism," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262611333, December.
    26. Elisa Giuliani, 2007. "The selective nature of knowledge networks in clusters: evidence from the wine industry," Journal of Economic Geography, Oxford University Press, vol. 7(2), pages 139-168, March.
    27. Cooke, Philip, 2002. "Regional Innovation Systems: General Findings and Some New Evidence from Biotechnology Clusters," The Journal of Technology Transfer, Springer, vol. 27(1), pages 133-145, January.
    28. Wang, Ming-Chao & Chen, Pei-Chen & Fang, Shih-Chieh, 2018. "A critical view of knowledge networks and innovation performance: The mediation role of firms' knowledge integration capability," Journal of Business Research, Elsevier, vol. 88(C), pages 222-233.
    29. Y. H. Dennis Wei, 2015. "Network Linkages and Local Embeddedness of Foreign Ventures in China: The Case of Suzhou Municipality," Regional Studies, Taylor & Francis Journals, vol. 49(2), pages 287-299, February.
    30. Marco Bellandi, 2021. "Factors Supporting or Hindering the Place-based Structure of Commons in Local Productive Systems," REGION, European Regional Science Association, vol. 8, pages 1-14.
    31. Harald Bathelt & Peng-Fei Li, 2014. "Global cluster networks--foreign direct investment flows from Canada to China," Journal of Economic Geography, Oxford University Press, vol. 14(1), pages 45-71, January.
    32. Roberto Ganau & Roberto Grandinetti, 2021. "Disentangling regional innovation capability: what really matters?," Industry and Innovation, Taylor & Francis Journals, vol. 28(6), pages 749-772, July.
    33. Pengfei Li & Harald Bathelt, 2018. "Location strategy in cluster networks," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(8), pages 967-989, October.
    34. Jeremy Howells & Ronnie Ramlogan & Shu-Li Cheng, 2012. "Innovation and university collaboration: paradox and complexity within the knowledge economy," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 36(3), pages 703-721.
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