Essays on credit ratings
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This PhD thesis consists of three independent empirical research papers about credit
ratings and the connection between credit ratings and the financial market.
A credit rating agency (CRA) is a third-party financial institution providing
assessments and recommendations for other market participants about the
performances of firms, the default risk of financial instruments issued by those firms
and the credit quality of sovereign countries who issue government debts. On account
of the essentiality of information transparency in the modern financial system, the
credit rating industry is gaining importance in terms of its role as an information-provider
for market participants and of its function to reduce the information
asymmetry in the financial market. Due to this significant importance, CRAs may
impact the behaviors of market participants by offering signals about the firms or
financial instruments and hence have a strong influence on the stability of the financial
market. The aim of this PhD thesis is to discuss the relationship between credit ratings
and the financial market from three perspectives: the link between sovereign ratings
and firm’s performances in the context of the European debt crisis, the role of credit
ratings in the pricing of asset-backed securities (ABS) before and after the global
financial crisis, and the motivation of self-interests of the CRA industry.
In the first empirical paper, I investigate the shock of sovereign downgrades and the
association between them with the performances of listed banks which are registered
in the downgraded countries. The previous literature shows the connection between
sovereign ratings and bank performances and hypothesizes some potential channels
(such as the government debt and government guarantee) by which sovereign ratings
impact bank performances. Nonetheless, individual bank ratings are neglected in
these analyses. I fill in this gap by studying the role of bank ratings in the transmission
of effects of sovereign downgrades on bank performances. I find that sovereign rating
downgrades followed by bank rating changes have a stronger impact on the bank
stock returns and Z scores (a proxy of the bank insolvency risk) than those which are
not followed by bank rating changes. To further tease out the independent effect of
sovereign and bank rating downgrades, I take advantage of ‘sovereign-ceiling policy’
which creates the semi-passive bank rating downgrades when the sovereign rating
ceiling has been downgraded. The empirical tests of the banks downgrades triggered
by the sovereign ceiling policy help us to conclude that bank rating downgrades
provide extra information to the market even if they occur no more than two days after
the sovereign ratings are downgraded.
In the second empirical paper, I focus on the ABS market and the role of CRAs in the
determination of ABS prices. I investigate whether the reactions of ABS investors to
credit ratings have significantly changed since the shock of the global financial crisis.
To empirically test the ABS investors’ behavior, I run a series of regressions to study
the correlation between ABS issuance spread and the issuance credit ratings in pre-and
post-crisis periods. I find evidence of a weaker reaction of ABS investors to the
ratings offered by credit rating agencies after the financial crisis. To supplement the
static-regression analysis, I apply event-analysis methods to identify the ABS price
reactions to the rating events in the two periods and identify weaker price reaction
degrees after the crisis. The conclusion is that before the 2008 crisis, ABS investors’
decisions, reflected by both the issuance spread and transaction prices, were
significantly associated with the ratings offered by CRAs while the post-crisis period
has seen a weaker link between spread/prices and CRAs’ announcements, indicating
a smaller influence of CRAs on the ABS market.
The third empirical paper discusses CRA self-interests from the perspective of the
association between rating solicitation status and the conservatism as well as the
quality of rating services. It contributes the literature by applying the gap between
unsolicited and solicited ratings as a measurement to investigate the motivation of
CRAs. Based on a simplified theoretical model, I raise the hypothesis of self-selection
to demonstrate the motivation of firms who do not solicit rating services and the
rationality of rating agencies’ decision to offer ratings with more conservative levels
for unsolicited rating recipients. Firms who realize that their future performances will
deteriorate are less likely to solicit ratings from rating agencies. Rating agencies
capture this signal and offer unsolicited ratings to those firms with a more conservative
rating reflecting the self-selection effect. I empirically test this hypothesis using
Moody’s unsolicited rating data and I obtain two findings. The first finding is that
controlling for fundamental factors, Moody’s unsolicited ratings are lower than
solicited ones. The second finding is that the rating qualities of both types of ratings
are not significantly different from each other.
My research contributes to both the academic literature and the practical field of the
credit rating industry by providing a comprehensive discussion on the connection
between a variety of credit rating services (sovereign ratings, firm ratings and bank
ratings) and the market reactions (issuance and transaction prices, insolvency risk
and default risk) in different cases (the structured finance products, the sovereign
ceiling policy and the issuance of unsolicited ratings). The study also investigates the
shock of two recent financial crises (global financial crisis and European debt crisis)
on the credit rating industry, which provides suggestive findings for the regulators who
are willing to take some actions to intervene in the CRA industry in order to enhance
the stability of financial markets in the post-crisis era.
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