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Mitigating financing constraints under economic uncertainty: The role of implicit government guarantees in China

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  • Bi, Sifeng
  • Wei, Na
  • Du, Anna Min
  • Zhou, Tiran

Abstract

In the context of economic policy uncertainty (EPU), firms face significant financing constraints, especially in accessing credit. To address this, governments often provide implicit government guarantees (IGG) to alleviate these constraints. This study examines the effects of EPU on firm credit financing activities from an IGG perspective, using a sample of Chinese A-share listed firms from 2010 to 2020. The findings indicate that EPU negatively impacts firm credit financing activities, but the presence of IGG mitigates these effects. The heterogeneous analysis reveals that IGG primarily benefits firms taking more risks or facing severe financial constraints. Regionally, IGG is more effective in provinces with lower marketisation and higher fiscal strength, helping distressed firms secure more bank credit at lower costs. These results have important implications for policymakers, shareholders, and stakeholders regarding the role of IGG in moderating the impact of EPU on firm credit financing activities.

Suggested Citation

  • Bi, Sifeng & Wei, Na & Du, Anna Min & Zhou, Tiran, 2025. "Mitigating financing constraints under economic uncertainty: The role of implicit government guarantees in China," Research in International Business and Finance, Elsevier, vol. 76(C).
    • Handle: RePEc:eee:riibaf:v:76:y:2025:i:c:s0275531925000753
    DOI: 10.1016/j.ribaf.2025.102819
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    as
    1. Huang, Yun & Luk, Paul, 2020. "Measuring economic policy uncertainty in China," China Economic Review, Elsevier, vol. 59(C).
    2. Nguyen, Thanh Cong, 2022. "Economic policy uncertainty: The probability and duration of economic recessions in major European Union countries," Research in International Business and Finance, Elsevier, vol. 62(C).
    3. Segal, Gill & Shaliastovich, Ivan & Yaron, Amir, 2015. "Good and bad uncertainty: Macroeconomic and financial market implications," Journal of Financial Economics, Elsevier, vol. 117(2), pages 369-397.
    4. Andrew Greenland & Mihai Ion & John Lopresti, 2019. "Exports, investment and policy uncertainty," Canadian Journal of Economics, Canadian Economics Association, vol. 52(3), pages 1248-1288, August.
    5. Hassett, Kevin A & Metcalf, Gilbert E, 1999. "Investment with Uncertain Tax Policy: Does Random Tax Policy Discourage Investment?," Economic Journal, Royal Economic Society, vol. 109(457), pages 372-393, July.
    6. Pan, Wei-Fong & Wang, Xinjie & Yang, Shanxiang, 2019. "Debt maturity, leverage, and political uncertainty," The North American Journal of Economics and Finance, Elsevier, vol. 50(C).
    7. Idanna Kaplan‐Appio, 2002. "Estimating the Value of Implicit Government Guarantees to Thai Banks," Review of International Economics, Wiley Blackwell, vol. 10(1), pages 26-35, February.
    8. Guofu Tan & Justin Yifu Lin, 1999. "Policy Burdens, Accountability, and the Soft Budget Constraint," American Economic Review, American Economic Association, vol. 89(2), pages 426-431, May.
    9. Wang, Yizhong & Chen, Carl R. & Huang, Ying Sophie, 2014. "Economic policy uncertainty and corporate investment: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 26(C), pages 227-243.
    10. Boubakri, Narjess & Cosset, Jean-Claude & Saffar, Walid, 2013. "The role of state and foreign owners in corporate risk-taking: Evidence from privatization," Journal of Financial Economics, Elsevier, vol. 108(3), pages 641-658.
    11. Nguyen, Canh Phuc & Le, Thai-Ha & Su, Thanh Dinh, 2020. "Economic policy uncertainty and credit growth: Evidence from a global sample," Research in International Business and Finance, Elsevier, vol. 51(C).
    12. Jory, Surendranath R. & Khieu, Hinh D. & Ngo, Thanh N. & Phan, Hieu V., 2020. "The influence of economic policy uncertainty on corporate trade credit and firm value," Journal of Corporate Finance, Elsevier, vol. 64(C).
    13. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    14. Dong, Yi & Hou, Qiannan & Ni, Chenkai, 2021. "Implicit government guarantees and credit ratings," Journal of Corporate Finance, Elsevier, vol. 69(C).
    15. Chung, Kee H. & Elder, John & Kim, Jang-Chul, 2010. "Corporate Governance and Liquidity," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(2), pages 265-291, April.
    16. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    17. 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.
    18. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    19. Ling Feng & Yingying Liu & Jie Fang, 2023. "Implicit government guarantees and bank risk," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 36(1), pages 1015-1039, March.
    20. Danisman, Gamze Ozturk & Ersan, Oguz & Demir, Ender, 2020. "Economic policy uncertainty and bank credit growth: Evidence from European banks," Journal of Multinational Financial Management, Elsevier, vol. 57.
    21. Irina Ervits, 2023. "CSR reporting in China’s private and state-owned enterprises: A mixed methods comparative analysis," Asian Business & Management, Palgrave Macmillan, vol. 22(1), pages 55-83, February.
    22. Ben S. Bernanke, 1983. "Irreversibility, Uncertainty, and Cyclical Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 98(1), pages 85-106.
    23. Bordo, Michael D. & Duca, John V. & Koch, Christoffer, 2016. "Economic policy uncertainty and the credit channel: Aggregate and bank level U.S. evidence over several decades," Journal of Financial Stability, Elsevier, vol. 26(C), pages 90-106.
    24. Joel F. Houston & Liangliang Jiang & Chen Lin & Yue Ma, 2014. "Political Connections and the Cost of Bank Loans," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 52(1), pages 193-243, March.
    25. MARA FACCIO & RONALD W. MASULIS & JOHN J. McCONNELL, 2006. "Political Connections and Corporate Bailouts," Journal of Finance, American Finance Association, vol. 61(6), pages 2597-2635, December.
    26. C. Edward Fee & Charles J. Hadlock & Joshua R. Pierce, 2009. "Investment, Financing Constraints, and Internal Capital Markets: Evidence from the Advertising Expenditures of Multinational Firms," The Review of Financial Studies, Society for Financial Studies, vol. 22(6), pages 2361-2392, June.
    27. Zhou, Yuqin & Liu, Zhenhua & Wu, Shan, 2022. "The global economic policy uncertainty spillover analysis: In the background of COVID-19 pandemic," Research in International Business and Finance, Elsevier, vol. 61(C).
    28. Ulziisukh, Selenge & Wei, Zelong, 2022. "Behind the Political Connections Under Emerging Democracies," Management and Organization Review, Cambridge University Press, vol. 18(4), pages 686-716, August.
    29. Bin Liu & Charles Cullinan & Junrui Zhang & Fangjun Wang, 2016. "Loan guarantees and the cost of debt: evidence from China," Applied Economics, Taylor & Francis Journals, vol. 48(38), pages 3626-3643, August.
    30. R?diger Bachmann & Steffen Elstner & Eric R. Sims, 2013. "Uncertainty and Economic Activity: Evidence from Business Survey Data," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(2), pages 217-249, April.
    31. Waisman, Maya & Ye, Pengfei & Zhu, Yun, 2015. "The effect of political uncertainty on the cost of corporate debt," Journal of Financial Stability, Elsevier, vol. 16(C), pages 106-117.
    32. Kenneth S. Chan & Xianxiang Xu & Yuanhua Gao, 2015. "The China Growth Miracle: The Role of the Formal and the Informal Institutions," The World Economy, Wiley Blackwell, vol. 38(1), pages 63-90, January.
    33. Allen, Franklin & Carletti, Elena & Goldstein, Itay & Leonello, Agnese, 2018. "Government guarantees and financial stability," Journal of Economic Theory, Elsevier, vol. 177(C), pages 518-557.
    34. An, Heng & Chen, Yanyan & Luo, Danglun & Zhang, Ting, 2016. "Political uncertainty and corporate investment: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 36(C), pages 174-189.
    35. Simon Gilchrist & Egon Zakrajsek, 2012. "Credit Spreads and Business Cycle Fluctuations," American Economic Review, American Economic Association, vol. 102(4), pages 1692-1720, June.
    36. Cui, Xin & Wang, Chunfeng & Sensoy, Ahmet & Liao, Jing & Xie, Xiaochen, 2023. "Economic policy uncertainty and green innovation: Evidence from China," Economic Modelling, Elsevier, vol. 118(C).
    37. Taeyoung Doh & Keunkwan Ryu, 2004. "Analysis of loan guarantees among the Korean Chaebol affiliates," International Economic Journal, Taylor & Francis Journals, vol. 18(2), pages 161-178.
    38. Lei Zhao, 2018. "Market†based estimates of implicit government guarantees in European financial institutions," European Financial Management, European Financial Management Association, vol. 24(1), pages 79-112, January.
    39. Xiaoqian Zhang & Zhiwei Wang, 2023. "Implicit Government Guarantee and Corporate Investment: Evidence from China’s Belt and Road Initiative," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 59(2), pages 528-541, January.
    40. Tabash, Mosab I. & Farooq, Umar & Ashfaq, Khurram & Tiwari, Aviral Kumar, 2022. "Economic policy uncertainty and financing structure: A new panel data evidence from selected Asian economies," Research in International Business and Finance, Elsevier, vol. 60(C).
    41. Liu, Tianming & Xiong, Haifang & Li, Yifei & Wang, Zhiqiang, 2023. "The flight to safety during credit recovery: The role of implicit government guarantees," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    42. Valencia, Fabián, 2017. "Aggregate uncertainty and the supply of credit," Journal of Banking & Finance, Elsevier, vol. 81(C), pages 150-165.
    43. Wan, Rui & Fan, Wencheng & Wang, Xiaoping, 2024. "Local government financing vehicle restructuring, implicit government guarantees and debt financing costs: Evidence from the Chinese municipal corporate bond market," Economic Systems, Elsevier, vol. 48(2).
    44. Toni M. Whited & Jake Zhao, 2021. "The Misallocation of Finance," Journal of Finance, American Finance Association, vol. 76(5), pages 2359-2407, October.
    45. Taufiq Arifin & Rezaul Kabir & Katherin Marthon & Sutaryo Sutaryo, 2022. "Are transactional political connections more valuable to firms than relational political connections?," Economic and Political Studies, Taylor & Francis Journals, vol. 10(3), pages 266-278, July.
    46. Shuang Jin & Wei Wang & Zilong Zhang, 2023. "The Real Effects of Implicit Government Guarantee: Evidence from Chinese State-Owned Enterprise Defaults," Management Science, INFORMS, vol. 69(6), pages 3650-3674, June.
    47. Asim Ijaz Khwaja & Atif Mian, 2005. "Do Lenders Favor Politically Connected Firms? Rent Provision in an Emerging Financial Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(4), pages 1371-1411.
    48. Walker, Thomas & Zhang, Xueying & Zhang, Aoran & Wang, Yulin, 2021. "Fact or fiction: Implicit government guarantees in China’s corporate bond market," Journal of International Money and Finance, Elsevier, vol. 116(C).
    49. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
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