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Financial spillovers in SME clusters: How inter-firm credit drives collaborative innovation

Author

Listed:
  • Zhao, Boyu
  • Yu, Conglei
  • Wang, Lingli
  • Zhao, Feng

Abstract

This paper aims to reveal the financial spillovers in small and medium-sized enterprises (SMEs) clusters. Based on evidence from Chinese SMEs over the period of 2015 to 2024, this study shows that inter-firm credit significantly improves collaborative innovation performance. The relationship is more significant for firms in regions with less developed capital markets. Further analysis shows that revenue volatility and financial constraints are the core economic channels behind this link. Our conclusions remain robust after dealing with various sensitivity and endogeneity issues. Overall, this paper greatly enriches the financial literature on financial spillovers and innovation.

Suggested Citation

  • Zhao, Boyu & Yu, Conglei & Wang, Lingli & Zhao, Feng, 2025. "Financial spillovers in SME clusters: How inter-firm credit drives collaborative innovation," Finance Research Letters, Elsevier, vol. 84(C).
    • Handle: RePEc:eee:finlet:v:84:y:2025:i:c:s1544612325009870
    DOI: 10.1016/j.frl.2025.107729
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    References listed on IDEAS

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    1. Broadstock, David C. & Matousek, Roman & Meyer, Martin & Tzeremes, Nickolaos G., 2020. "Does corporate social responsibility impact firms' innovation capacity? The indirect link between environmental & social governance implementation and innovation performance," Journal of Business Research, Elsevier, vol. 119(C), pages 99-110.
    2. Chen, Chen & Chen, Yangyang & Hsu, Po-Hsuan & Podolski, Edward J., 2016. "Be nice to your innovators: Employee treatment and corporate innovation performance," Journal of Corporate Finance, Elsevier, vol. 39(C), pages 78-98.
    3. Ullah, Barkat, 2020. "Financial constraints, corruption, and SME growth in transition economies," The Quarterly Review of Economics and Finance, Elsevier, vol. 75(C), pages 120-132.
    4. He, Jie (Jack) & Tian, Xuan, 2013. "The dark side of analyst coverage: The case of innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 856-878.
    5. Ji, Heli & Yu, Zhihai & Tian, Grace (Li) & Wang, David (Han) & Wen, Yue, 2025. "Market competition, environmental, social and corporate governance investment, and enterprise green innovation performance," Finance Research Letters, Elsevier, vol. 77(C).
    6. Sharon Belenzon & Tomer Berkovitz & Luis A. Rios, 2013. "Capital Markets and Firm Organization: How Financial Development Shapes European Corporate Groups," Management Science, INFORMS, vol. 59(6), pages 1326-1343, June.
    7. Vivian W. Fang & Xuan Tian & Sheri Tice, 2014. "Does Stock Liquidity Enhance or Impede Firm Innovation?," Journal of Finance, American Finance Association, vol. 69(5), pages 2085-2125, October.
    8. Lai, Yung-Lung & Hsu, Maw-Shin & Lin, Feng-Jyh & Chen, Yi-Min & Lin, Yi-Hsin, 2014. "The effects of industry cluster knowledge management on innovation performance," Journal of Business Research, Elsevier, vol. 67(5), pages 734-739.
    9. Xu, Bin & Lin, Boqiang, 2025. "How does green credit effectively promote green technology innovation?," International Review of Financial Analysis, Elsevier, vol. 102(C).
    10. Ziyu Jiang & Guojian Ma & Wenyue Zhu, 2022. "Research on the impact of digital finance on the innovation performance of enterprises," European Journal of Innovation Management, Emerald Group Publishing Limited, vol. 25(6), pages 804-820, June.
    11. Muller, Eitan & Peres, Renana, 2019. "The effect of social networks structure on innovation performance: A review and directions for research," International Journal of Research in Marketing, Elsevier, vol. 36(1), pages 3-19.
    12. Wang, Mansi & Yu, Xinxin & Hong, Xinyi & Yang, Xiaotao, 2025. "Can digital finance promote green innovation collaboration in enterprises?," Global Finance Journal, Elsevier, vol. 65(C).
    13. Philippe Aghion & Peter Howitt, 2007. "Capital, innovation, and growth accounting," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 23(1), pages 79-93, Spring.
    14. Zhao, Qiuhan & Wu, Wei & Ge, Yuanqin & Xu, Jing, 2025. "Can intellectual property protection policy enhance enterprise innovation capability? Quasi-natural experimental study," International Review of Financial Analysis, Elsevier, vol. 103(C).
    15. Wang, Wenwen, 2025. "Digital finance and firm green innovation: The role of media and executives," Finance Research Letters, Elsevier, vol. 74(C).
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