IDEAS home Printed from https://ideas.repec.org/a/eee/finlet/v58y2023ipds1544612323008565.html
   My bibliography  Save this article

Does financial cycle affect corporate bond ratings? – Evidence from macro and micro interaction effects

Author

Listed:
  • Liu, Xiao
  • Wang, Yang
  • Wang, Yiming

Abstract

In recent years, China's bond market defaults frequently, and the credibility of credit rating agencies needs to be tested. The disorganized bond market increases the systemic risk in China, which is not conducive to the smooth operation of the social economy. This paper studies effects of financial cycle on credit rating by constructing a game model between enterprises and credit rating agencies. Regression test results of A-share listed companies from 2010 to 2019 show that the financial cycle can promote the willingness of enterprises to hold bonds, which affects the further game between enterprises and rating agencies and promotes the "pro-cyclical" upgrade of ratings. Further exploration shows that large-scale, non-listed and non-industrial companies are more sensitive to financial cycles. The contributions of this paper are as follows: First, this paper discusses the mechanism by which financial cycle affects credit rating through the influence of corporate bond financing behaviour, and expands a new research perspective for the study of how macroeconomic factors affect credit rating; Second, it clarifies the logic of credit rating changes. In the modelling process of this paper, the influence of complex endogeneity is fully taken into account, and it is verified that when the external credit supply changes, corporate financing decisions will be affected first, and credit ratings will be affected later. The research conclusions of this paper have important implications for how to regulate the behaviour of rating agencies and improve the quality of ratings.

Suggested Citation

  • Liu, Xiao & Wang, Yang & Wang, Yiming, 2023. "Does financial cycle affect corporate bond ratings? – Evidence from macro and micro interaction effects," Finance Research Letters, Elsevier, vol. 58(PD).
  • Handle: RePEc:eee:finlet:v:58:y:2023:i:pd:s1544612323008565
    DOI: 10.1016/j.frl.2023.104484
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1544612323008565
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.frl.2023.104484?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Marshall E. Blume & Felix Lim & A. Craig MacKinlay, "undated". "The Declining Credit Quality of US Corporate Debt: Myth or Reality?," Rodney L. White Center for Financial Research Working Papers 3-98, Wharton School Rodney L. White Center for Financial Research.
    2. Anil K. Kashyap & Natalia Kovrijnykh, 2016. "Who Should Pay for Credit Ratings and How?," The Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 420-456.
    3. Samuel B. Bonsall IV & Eric R. Holzman & Brian P. Miller, 2017. "Managerial Ability and Credit Risk Assessment," Management Science, INFORMS, vol. 63(5), pages 1425-1449, May.
    4. Bar-Isaac, Heski & Shapiro, Joel, 2013. "Ratings quality over the business cycle," Journal of Financial Economics, Elsevier, vol. 108(1), pages 62-78.
    5. Skreta, Vasiliki & Veldkamp, Laura, 2009. "Ratings shopping and asset complexity: A theory of ratings inflation," Journal of Monetary Economics, Elsevier, vol. 56(5), pages 678-695, July.
    6. Kraft, Pepa, 2015. "Do rating agencies cater? Evidence from rating-based contracts," Journal of Accounting and Economics, Elsevier, vol. 59(2), pages 264-283.
    7. repec:bla:jfinan:v:53:y:1998:i:4:p:1389-1413 is not listed on IDEAS
    8. 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.
    9. John Y. Campbell & Glen B. Taksler, 2003. "Equity Volatility and Corporate Bond Yields," Journal of Finance, American Finance Association, vol. 58(6), pages 2321-2350, December.
    10. Zhang, Dongyang, 2023. "Can environmental monitoring power transition curb corporate greenwashing behavior?," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 199-218.
    11. Darren J. Kisgen, 2006. "Credit Ratings and Capital Structure," Journal of Finance, American Finance Association, vol. 61(3), pages 1035-1072, June.
    12. Marshall E. Blume & Felix Lim & A. Craig MacKinlay, "undated". "The Declining Credit Quality of US Corporate Debt: Myth or Reality?," Rodney L. White Center for Financial Research Working Papers 03-98, Wharton School Rodney L. White Center for Financial Research.
    13. Kisgen, Darren J., 2009. "Do Firms Target Credit Ratings or Leverage Levels?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(6), pages 1323-1344, December.
    14. Mariano, Beatriz, 2012. "Market power and reputational concerns in the ratings industry," Journal of Banking & Finance, Elsevier, vol. 36(6), pages 1616-1626.
    15. Figlewski, Stephen & Frydman, Halina & Liang, Weijian, 2012. "Modeling the effect of macroeconomic factors on corporate default and credit rating transitions," International Review of Economics & Finance, Elsevier, vol. 21(1), pages 87-105.
    16. Ram T. S. Ramakrishnan & Anjan V. Thakor, 1984. "Information Reliability and a Theory of Financial Intermediation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 51(3), pages 415-432.
    17. repec:fth:pennfi:67 is not listed on IDEAS
    18. Abe de Jong & Marno Verbeek & Patrick Verwijmeren, 2012. "Does Financial Flexibility Reduce Investment Distortions?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 35(2), pages 243-259, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Xia, Han, 2014. "Can investor-paid credit rating agencies improve the information quality of issuer-paid rating agencies?," Journal of Financial Economics, Elsevier, vol. 111(2), pages 450-468.
    2. Valentina Bruno & Jess Cornaggia & Kimberly J. Cornaggia, 2016. "Does Regulatory Certification Affect the Information Content of Credit Ratings?," Management Science, INFORMS, vol. 62(6), pages 1578-1597, June.
    3. Becker, Bo & Milbourn, Todd, 2011. "How did increased competition affect credit ratings?," Journal of Financial Economics, Elsevier, vol. 101(3), pages 493-514, September.
    4. 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.
    5. Krystyniak, Karolina & Staneva, Viktoriya, 2024. "The myth of tightening credit rating standards in the market for corporate debt," Journal of Banking & Finance, Elsevier, vol. 162(C).
    6. Tao Wang, 2016. "Time-Varying Rating Standards and the Distorted Incentives of Credit Rating Agencies," Global Credit Review (GCR), World Scientific Publishing Co. Pte. Ltd., vol. 6(01), pages 21-39.
    7. Chen, Yongmin & Gu, Dingwei & Yao, Zhiyong, 2013. "Rating Inflation versus Deflation: On Procyclical Credit Ratings," MPRA Paper 51159, University Library of Munich, Germany.
    8. Jess N. Cornaggia & Kimberly J. Cornaggia & John E. Hund, 2017. "Credit Ratings Across Asset Classes: A Long-Term Perspective," Review of Finance, European Finance Association, vol. 21(2), pages 465-509.
    9. Agoraki, Maria-Eleni & Gounopoulos, Dimitrios & Kouretas, Georgios P., 2021. "Market expectations and the impact of credit rating on the IPOs of U.S. banks," Journal of Economic Behavior & Organization, Elsevier, vol. 189(C), pages 587-610.
    10. Baker, H. Kent & Dutta, Shantanu & Saadi, Samir & Zhong, Ligang, 2022. "Does media coverage affect credit rating change decisions?," Journal of Banking & Finance, Elsevier, vol. 145(C).
    11. Lawrence J. White, 2013. "Credit Rating Agencies: An Overview," Annual Review of Financial Economics, Annual Reviews, vol. 5(1), pages 93-122, November.
    12. Drago, Danilo & Gallo, Raffaele, 2018. "Do multiple credit ratings affect syndicated loan spreads?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 56(C), pages 1-16.
    13. Hess, Dieter & Immenkötter, Philipp, 2014. "How much is too much? Debt capacity and financial flexibility," CFR Working Papers 14-03, University of Cologne, Centre for Financial Research (CFR).
    14. Hu, Xiaolu & Shi, Jing & Wang, Lafang & Yu, Jing, 2020. "Foreign ownership in Chinese credit ratings industry: Information revelation or certification?," Journal of Banking & Finance, Elsevier, vol. 118(C).
    15. Ozerturk, Saltuk, 2014. "Ratings as regulatory stamps," Journal of Economic Behavior & Organization, Elsevier, vol. 105(C), pages 17-29.
    16. Balios, Dimitris & Thomadakis, Stavros & Tsipouri, Lena, 2016. "Credit rating model development: An ordered analysis based on accounting data," Research in International Business and Finance, Elsevier, vol. 38(C), pages 122-136.
    17. 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.
    18. Bae, Kee-Hong & Driss, Hamdi & Roberts, Gordon S., 2019. "Does competition affect ratings quality? Evidence from Canadian corporate bonds," Journal of Corporate Finance, Elsevier, vol. 58(C), pages 605-623.
    19. Dion Bongaerts & K. J. Martijn Cremers & William N. Goetzmann, 2012. "Tiebreaker: Certification and Multiple Credit Ratings," Journal of Finance, American Finance Association, vol. 67(1), pages 113-152, February.
    20. Gehrig, Thomas & Füss, Roland & Rindler, Philipp B, 2011. "Scattered Trust - Did the 2007-08 financial crisis change risk perceptions?," CEPR Discussion Papers 8714, C.E.P.R. Discussion Papers.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:finlet:v:58:y:2023:i:pd:s1544612323008565. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/frl .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.