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Supply network structure and firm tail risk

Author

Listed:
  • Zhuo, Rongsheng
  • Qiao, Zheng
  • Li, Ao
  • Sang, Bo
  • Cai, Yu

Abstract

This paper examines how supply network structure affects financial stability, specifically for systemic tail risks in capital markets. We construct supply networks using data from the top five clients and suppliers disclosed in the annual reports of Chinese A-share listed companies from 2009 to 2022, and measures node-level supply network structure. Our findings indicate that improved supply network structure reduces firms’ systemic tail risks, primarily through information efficiency and risk diversification mechanisms. The effect is more pronounced with heightened analyst and media attention, superior corporate disclosures, closer proximity to clients or suppliers, and fewer financial constraints. This study provides insights into building resilient supply chains and mitigating financial risks.

Suggested Citation

  • Zhuo, Rongsheng & Qiao, Zheng & Li, Ao & Sang, Bo & Cai, Yu, 2025. "Supply network structure and firm tail risk," Research in International Business and Finance, Elsevier, vol. 79(C).
  • Handle: RePEc:eee:riibaf:v:79:y:2025:i:c:s0275531925003514
    DOI: 10.1016/j.ribaf.2025.103095
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    References listed on IDEAS

    as
    1. Jin, Li & Myers, Stewart C., 2006. "R2 around the world: New theory and new tests," Journal of Financial Economics, Elsevier, vol. 79(2), pages 257-292, February.
    2. Bryan Kelly & Hao Jiang, 2014. "Editor's Choice Tail Risk and Asset Prices," The Review of Financial Studies, Society for Financial Studies, vol. 27(10), pages 2841-2871.
    3. Wu, Shan & Liu, Yilong & Song, Ziyu & Zhou, Yuqin & Guo, Wenjing, 2024. "Network structure, dynamic evolution and block characteristics of sovereign debt risk: The global evidence," Research in International Business and Finance, Elsevier, vol. 72(PA).
    4. Yoon Hee Kim, 2017. "The Effects of Major Customer Networks on Supplier Profitability," Journal of Supply Chain Management, Institute for Supply Management, vol. 53(1), pages 26-40, January.
    5. Shi, Jinyan & Yang, Jianheng & Li, Yanxi, 2020. "Does supply network location affect corporate investment efficiency?," Research in International Business and Finance, Elsevier, vol. 51(C).
    6. repec:dau:papers:123456789/4392 is not listed on IDEAS
    7. Beat Reber & Agnes Gold & Stefan Gold, 2022. "ESG Disclosure and Idiosyncratic Risk in Initial Public Offerings," Journal of Business Ethics, Springer, vol. 179(3), pages 867-886, September.
    8. Aloui, Riadh & Ben Jabeur, Sami & Mefteh-Wali, Salma, 2022. "Tail-risk spillovers from China to G7 stock market returns during the COVID-19 outbreak: A market and sectoral analysis," Research in International Business and Finance, Elsevier, vol. 62(C).
    9. Larcker, David F. & So, Eric C. & Wang, Charles C.Y., 2013. "Boardroom centrality and firm performance," Journal of Accounting and Economics, Elsevier, vol. 55(2), pages 225-250.
    10. repec:dau:papers:123456789/10840 is not listed on IDEAS
    11. Yael V. Hochberg & Alexander Ljungqvist & Yang Lu, 2007. "Whom You Know Matters: Venture Capital Networks and Investment Performance," Journal of Finance, American Finance Association, vol. 62(1), pages 251-301, February.
    12. Tuugi Chuluun & Andrew Prevost & John Puthenpurackal, 2014. "Board Ties and the Cost of Corporate Debt," Financial Management, Financial Management Association International, vol. 43(3), pages 533-568, September.
    13. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    14. Artyom Durnev & Randall Morck & Bernard Yeung & Paul Zarowin, 2003. "Does Greater Firm‐Specific Return Variation Mean More or Less Informed Stock Pricing?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 41(5), pages 797-836, December.
    15. Yael V. Hochberg & Alexander Ljungqvist & Yang Lu, 2010. "Networking as a Barrier to Entry and the Competitive Supply of Venture Capital," Journal of Finance, American Finance Association, vol. 65(3), pages 829-859, June.
    16. Liu, Jianan & Stambaugh, Robert F. & Yuan, Yu, 2019. "Size and value in China," Journal of Financial Economics, Elsevier, vol. 134(1), pages 48-69.
    17. Pietro A. Bianchi, 2018. "Auditors’ Joint Engagements and Audit Quality: Evidence from Italian Private Companies," Contemporary Accounting Research, John Wiley & Sons, vol. 35(3), pages 1533-1577, September.
    18. Maggie Chuoyan Dong & Zhiqiang Liu & Yimin Yu & Jin-Hui Zheng, 2015. "Opportunism in Distribution Networks: The Role of Network Embeddedness and Dependence," Production and Operations Management, Production and Operations Management Society, vol. 24(10), pages 1657-1670, October.
    19. Marcel Fafchamps & Flore Gubert, 2007. "Risk Sharing and Network Formation," American Economic Review, American Economic Association, vol. 97(2), pages 75-79, May.
    20. El-Khatib, Rwan & Fogel, Kathy & Jandik, Tomas, 2015. "CEO network centrality and merger performance," Journal of Financial Economics, Elsevier, vol. 116(2), pages 349-382.
    21. Kao, Ta-Wei (Daniel) & Simpson, N.C. & Shao, Benjamin B.M. & Lin, Winston T., 2017. "Relating supply network structure to productive efficiency: A multi-stage empirical investigation," European Journal of Operational Research, Elsevier, vol. 259(2), pages 469-485.
    22. Chabi-Yo, Fousseni & Ruenzi, Stefan & Weigert, Florian, 2018. "Crash Sensitivity and the Cross Section of Expected Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(3), pages 1059-1100, June.
    23. Huang, Zhigang & Zhang, Weilan, 2024. "Exploring the Spillover effects of tail risk fluctuations in the RMB exchange rate—The time-frequency and quantile connectivity perspective," Research in International Business and Finance, Elsevier, vol. 72(PB).
    24. Hosseini, Seyedmohsen & Ivanov, Dmitry & Dolgui, Alexandre, 2019. "Review of quantitative methods for supply chain resilience analysis," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 125(C), pages 285-307.
    25. Rossi, Alberto G. & Blake, David & Timmermann, Allan & Tonks, Ian & Wermers, Russ, 2018. "Network centrality and delegated investment performance," Journal of Financial Economics, Elsevier, vol. 128(1), pages 183-206.
    26. Riadh Aloui & Sami Ben Jabeur & Salma Mefteh-Wali, 2022. "Tail-risk spillovers from China to G7 stock market returns during the COVID-19 outbreak: A market and sectoral analysis ?," Post-Print hal-05238302, HAL.
    27. van Oordt, Maarten R. C. & Zhou, Chen, 2016. "Systematic Tail Risk," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(2), pages 685-705, April.
    28. Bryan Kelly & Ľuboš Pástor & Pietro Veronesi, 2016. "The Price of Political Uncertainty: Theory and Evidence from the Option Market," Journal of Finance, American Finance Association, vol. 71(5), pages 2417-2480, October.
    29. Sreedhar T. Bharath & Tyler Shumway, 2008. "Forecasting Default with the Merton Distance to Default Model," The Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1339-1369, May.
    30. Gregory W Brown & Philip Howard & Christian T Lundblad, 2022. "Crowded Trades and Tail Risk," The Review of Financial Studies, Society for Financial Studies, vol. 35(7), pages 3231-3271.
    31. Fafchamps, Marcel & Gubert, Flore, 2007. "The formation of risk sharing networks," Journal of Development Economics, Elsevier, vol. 83(2), pages 326-350, July.
    32. Ahern, Kenneth R., 2017. "Information networks: Evidence from illegal insider trading tips," Journal of Financial Economics, Elsevier, vol. 125(1), pages 26-47.
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    JEL classification:

    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance

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