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Supply chain finance and soft budget constraints: A nonlinear threshold effect perspective from China's listed companies

Author

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  • Chen, Rui
  • Huang, Qiqing

Abstract

This research examines how supply chain finance (SCF) affects financial distress through textual analysis, focusing on budgetary soft constraints. The study finds that listed companies engaging in SCF significantly reduce their financial distress risk. The mechanism test shows that SCF primarily eases financial distress by reducing strategic burdens and improving budgetary soft constraints rather than by addressing social burdens. Heterogeneity analysis indicates that SCF’s positive impact on budgetary soft constraints is pronounced in companies with formal contracts (state-owned enterprises), but it does not mitigate the negative effects of political connections (informal contracts). Additionally, SCF has a positive effect on firms with less efficient investment and financing activities. Findings offer empirical insights into improving corporate budgetary soft constraints, optimizing the investment and financing environment, and achieving sustainable development goals, helping enterprises make informed decisions on SCF to address financial difficulties.

Suggested Citation

  • Chen, Rui & Huang, Qiqing, 2025. "Supply chain finance and soft budget constraints: A nonlinear threshold effect perspective from China's listed companies," Finance Research Letters, Elsevier, vol. 82(C).
  • Handle: RePEc:eee:finlet:v:82:y:2025:i:c:s1544612325008190
    DOI: 10.1016/j.frl.2025.107560
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    1. Lin, Justin Yifu, 2021. "State-owned enterprise reform in China: The new structural economics perspective," Structural Change and Economic Dynamics, Elsevier, vol. 58(C), pages 106-111.
    2. Trkman, Peter & McCormack, Kevin, 2009. "Supply chain risk in turbulent environments--A conceptual model for managing supply chain network risk," International Journal of Production Economics, Elsevier, vol. 119(2), pages 247-258, June.
    3. Zhang, Shangfeng & Li, Xiujie & Zhang, Chaojie & Luo, Jiayu & Cheng, Can & Ge, Wanjun, 2023. "Measurement of factor mismatch in industrial enterprises with labor skills heterogeneity," Journal of Business Research, Elsevier, vol. 158(C).
    4. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    5. Victor Chen & Jing Li & Daniel Shapiro & Xiaoxiang Zhang, 2014. "Ownership structure and innovation: An emerging market perspective," Asia Pacific Journal of Management, Springer, vol. 31(1), pages 1-24, March.
    6. David J Teece, 2008. "Capturing Value from Technological Innovation: Integration, Strategic Partnering, and Licensing Decisions," World Scientific Book Chapters, in: Technological Know-How, Organizational Capabilities, And Strategic Management Business Strategy and Enterprise Development in Competitive Environments, chapter 12, pages 237-252, World Scientific Publishing Co. Pte. Ltd..
    7. Andrea F. Presbitero & Roberta Rabellotti, 2014. "Geographical Distance And Moral Hazard In Microcredit: Evidence From Colombia," Journal of International Development, John Wiley & Sons, Ltd., vol. 26(1), pages 91-108, January.
    8. Bennihi, Aymen Salah & Bouriche, Lahcene & Schneider, Friedrich, 2021. "The informal economy in Algeria: New insights using the MIMIC approach and the interaction with the formal economy," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 470-491.
    9. Li, Zhaohua & Yamada, Takeshi, 2015. "Political and economic incentives of government in partial privatization," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 169-189.
    10. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    11. Pan, Ailing & Xu, Lei & Li, Bin & Ling, Runze, 2020. "The impact of supply chain finance on firm cash holdings: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 63(C).
    12. Klapper, Leora, 2006. "The role of factoring for financing small and medium enterprises," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 3111-3130, November.
    13. Cai, Kelly & Zhu, Hui, 2020. "Customer-Supplier relationships and the cost of debt," Journal of Banking & Finance, Elsevier, vol. 110(C).
    14. Li, Lixing, 2008. "Employment burden, government ownership and soft budget constraints: Evidence from a Chinese enterprise survey," China Economic Review, Elsevier, vol. 19(2), pages 215-229, June.
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    Cited by:

    1. Fan, Congying & Peng, Ke, 2025. "How does supply chain finance drive corporate green transition? The role of credit resource availability," Finance Research Letters, Elsevier, vol. 86(PA).
    2. Chen, Zhicheng & Wang, Heng & Wu, Qichun, 2025. "From data to decision: How supply chain network restructuring resolves cost stickiness?," Finance Research Letters, Elsevier, vol. 86(PA).

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    Keywords

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    JEL classification:

    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • 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
    • F65 - International Economics - - Economic Impacts of Globalization - - - Finance
    • D53 - Microeconomics - - General Equilibrium and Disequilibrium - - - Financial Markets

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