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Title: Market-implied ratings and their divergence from credit ratings
Authors: Hasan, I
Shen, J 
Zhang, G
Poon, WPH
Issue Date: Jun-2023
Source: Journal of financial research, Summer 2023, v. 46, no. 2, p. 251-289
Abstract: In this article, we investigate the divergence between credit ratings (CRs) and Moody's market-implied ratings (MIRs). Our evidence shows that rating gaps provide incremental information to the market regarding issuers' default risk over CRs alone in the short horizon and outperform CRs over extended horizons. The predictive ability of rating gaps is greater for more opaque and volatile issuers. Such predictability was more pronounced during the 2008 financial crisis but weakened in the post–Dodd–Frank Act period. This finding is consistent with credit rating agencies’ efforts to improve their performance when facing regulatory pressure. Moreover, our analysis identifies rating-gap signals that do (do not) lead to subsequent Moody's actions to place issuers on negative outlook and watchlists. We find that negative signals from MIR gaps have a real economic impact on issuers’ fundamentals such as profitability, leverage, investment, and default risk, thus supporting the recovery-efforts hypothesis.
Publisher: Wiley-Blackwell
Journal: Journal of financial research 
ISSN: 0270-2592
EISSN: 1475-6803
DOI: 10.1111/jfir.12325
Rights: © 2023 The Southern Finance Association and the Southwestern Finance Association.
This is the peer reviewed version of the following article: Hasan, Iftekhar; Shen, Jianfu; Zhang, Gaiyan; Poon, Winnie P. H.(2023). Market‐implied ratings and their divergence from credit ratings. Journal of Financial Research, 46(2), 251-289., which has been published in final form at https://doi.org/10.1111/jfir.12325. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Use of Self-Archived Versions. This article may not be enhanced, enriched or otherwise transformed into a derivative work, without express permission from Wiley or by statutory rights under applicable legislation. Copyright notices must not be removed, obscured or modified. The article must be linked to Wiley’s version of record on Wiley Online Library and any embedding, framing or otherwise making available the article or pages thereof by third parties from platforms, services and websites other than Wiley Online Library must be prohibited.
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