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The impact of client defaults on inflated rating of credit rating agencies: Evidence from China

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  • Huang, Rui
  • Hooy, Chee-Wooi

Abstract

This study examines whether issuer client defaults influence credit rating agencies (CRAs) to reduce inflated ratings. Using data of Chinese listed companies from 2010 to 2023, the empirical results indicate that when the issuers served by a CRA experiences more defaults, the CRA is more likely to reduce inflated rating when serving other issuers. Further analysis reveals that state-owned enterprises, lower rating tier issuers and issuers with geographical proximity to CRAs are more significantly affected by defaults. Overall, our findings suggest that client defaults exert a corrective impact on CRA behavior to provide more accurate rating.

Suggested Citation

  • Huang, Rui & Hooy, Chee-Wooi, 2025. "The impact of client defaults on inflated rating of credit rating agencies: Evidence from China," Finance Research Letters, Elsevier, vol. 85(PA).
  • Handle: RePEc:eee:finlet:v:85:y:2025:i:pa:s1544612325011365
    DOI: 10.1016/j.frl.2025.107878
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    1. Mathis, Jérôme & McAndrews, James & Rochet, Jean-Charles, 2009. "Rating the raters: Are reputation concerns powerful enough to discipline rating agencies?," Journal of Monetary Economics, Elsevier, vol. 56(5), pages 657-674, July.
    2. Attig, Najah & Driss, Hamdi & El Ghoul, Sadok, 2021. "Credit ratings quality in uncertain times," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 75(C).
    3. Bonsall, Samuel B., 2014. "The impact of issuer-pay on corporate bond rating properties: Evidence from Moody׳s and S&P׳s initial adoptions," Journal of Accounting and Economics, Elsevier, vol. 57(2), pages 89-109.
    4. Bedendo, Mascia & Cathcart, Lara & El-Jahel, Lina, 2018. "Reputational shocks and the information content of credit ratings," Journal of Financial Stability, Elsevier, vol. 34(C), pages 44-60.
    5. Amir Saadaoui & Mohamed Kriaa, 2019. "Sovereign Credit_Rating Disclose and Bond Liquidity under Sovereign Debt Crisis," Business and Management Research, Business and Management Research, Sciedu Press, vol. 8(2), pages 1-9, June.
    6. Qiankun Gu & Wanfa Lin & Yan Sheng & Haoyu Wang, 2022. "Corporate Private Information and Credit Ratings: Evidence from Corporate Geographic Distance," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(11), pages 3215-3232, September.
    7. Patrick Bolton & Xavier Freixas & Joel Shapiro, 2012. "The Credit Ratings Game," Journal of Finance, American Finance Association, vol. 67(1), pages 85-112, February.
    8. Livingston, Miles & Poon, Winnie P.H. & Zhou, Lei, 2018. "Are Chinese credit ratings relevant? A study of the Chinese bond market and credit rating industry," Journal of Banking & Finance, Elsevier, vol. 87(C), pages 216-232.
    9. Shan, Junhui & Liu, Guanhua & Zhang, Lin, 2024. "Does the impact of credit rating downgrade on bond returns vary by region: Empirical evidence from China," Finance Research Letters, Elsevier, vol. 70(C).
    10. Wang, Yuyue & Fang, Hongyan & Luo, Ronghua, 2022. "Does state ownership affect rating quality? Evidence from China's corporate bond market," Economic Modelling, Elsevier, vol. 111(C).
    11. Afonso, António & Furceri, Davide & Gomes, Pedro, 2012. "Sovereign credit ratings and financial markets linkages: Application to European data," Journal of International Money and Finance, Elsevier, vol. 31(3), pages 606-638.
    12. Dominique C. Badoer & Cem Demiroglu & Christopher M. James, 2019. "Ratings Quality and Borrowing Choice," Journal of Finance, American Finance Association, vol. 74(5), pages 2619-2665, October.
    13. Becker, Bo & Milbourn, Todd, 2011. "How did increased competition affect credit ratings?," Journal of Financial Economics, Elsevier, vol. 101(3), pages 493-514, September.
    14. Toscano, Francesca, 2020. "Does the Dodd-Frank Act reduce the conflict of interests of credit rating agencies?," Journal of Corporate Finance, Elsevier, vol. 62(C).
    15. Jaspreet Kaur & Madhu Vij & Ajay Kumar Chauhan, 2023. "Signals influencing corporate credit ratings—a systematic literature review," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 50(1), pages 91-114, March.
    16. Dong, Yi & Hou, Qiannan & Ni, Chenkai, 2021. "Implicit government guarantees and credit ratings," Journal of Corporate Finance, Elsevier, vol. 69(C).
    17. Abad, Pilar & Ferreras, Rodrigo & Robles, M-Dolores, 2019. "Informational role of rating revisions after reputational events and regulation reforms," International Review of Financial Analysis, Elsevier, vol. 62(C), pages 91-103.
    18. Mascia Bedendo & Lara Cathcart & Lina El-Jahel, 2018. "Reputational shocks and the information content of credit ratings," Post-Print hal-01706032, HAL.
    19. Bongaerts, Dion, 2014. "Alternatives for issuer-paid credit rating agencies," Working Paper Series 1703, European Central Bank.
    20. Kreps, David M. & Wilson, Robert, 1982. "Reputation and imperfect information," Journal of Economic Theory, Elsevier, vol. 27(2), pages 253-279, August.
    21. Wang, Wenlong & Huang, Yuqin & Watson, John & Yang, Bowen, 2023. "The intra-regional spillover effects of bond defaults: Evidence from the Chinese corporate debt market," Pacific-Basin Finance Journal, Elsevier, vol. 77(C).
    22. Dominique C Badoer & Cem Demiroglu, 2019. "The Relevance of Credit Ratings in Transparent Bond Markets," The Review of Financial Studies, Society for Financial Studies, vol. 32(1), pages 42-74.
    23. Patrick Behr & Darren J. Kisgen & Jérôme P. Taillard, 2018. "Did Government Regulations Lead to Inflated Credit Ratings?," Management Science, INFORMS, vol. 64(3), pages 1034-1054, March.
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