The impact of bond rating changes on corporate bond prices: New evidence from the over-the-counter market

I study the information content of bond ratings changes using daily corporate bond data from TRACE. Abnormal bond returns over a two-day event window that includes the downgrade (upgrade) are negative (positive) and statistically significant, although the reaction to upgrades is economically small. Monthly abnormal bond returns around downgrades and upgrades are statistically significant but overstate the magnitude of the reaction relative to two-day abnormal returns. Unlike the bond market, the stock market reaction to upgrades is statistically insignificant. Evidence suggests that the differing inferences on the effect of upgrades in the two markets can be attributed to wealth transfer effects rather than relative market inefficiencies. In the cross-section, the bond market response is stronger for rating changes that appear more surprising, rating changes of lower rated firms, and upgrades that move the firm from speculative grade to investment grade.     

The information content of issuer rating changes: Evidence for the G7 stock markets

We study the firm-specific and intra-industry stock market effects of issuer credit rating changes and negative watch list placements for the G7 countries. We show that both the information content and the information transfer effects of these rating signals differ considerably in terms of magnitude and in terms of direction across the G7 countries. In particular, conditional on the type of rating change we find significant contagion effects for the US, the UK and Italy, but not for the other G7 countries. Moreover, we show that in some countries abnormal industry portfolio returns associated with rating downgrades and negative watch list signals tend to be more negative for more concentrated and more heavily levered industries. Overall, our results shed new light on country-specific differences in the relevance of credit ratings as risk indicators from an equity investor's perspective, and they may also be of interest to both risk managers and financial market supervisors striving to develop more accurate credit risk models and to better assess the systemic relevance of credit ratings.     

Good and bad credit contagion: Evidence from credit default swaps

This study examines the intra-industry information transfer effect of credit events, as captured in the credit default swaps (CDS) and stock markets. Positive correlations across CDS spreads imply that contagion effects dominate, whereas negative correlations indicate competition effects. We find strong evidence of contagion effects for Chapter 11 bankruptcies and competition effects for Chapter 7 bankruptcies. We also introduce a purely unanticipated event, in the form of a large jump in a company's CDS spread, and find that this leads to the strongest evidence of credit contagion across the industry. These results have important implications for the construction of portfolios with credit-sensitive instruments.     

Intra-industry transfer effects of credit risk news: Rated versus unrated rivals

We examine the information transfer effect of bond-rating adjustments on industry rivals. Our research is based on the premise that the transfer effect is influenced by the rated status of rivals, i.e., whether the rival’s debt is rated by any credit rating agency. The results reveal that credit rating adjustments induce different/stronger effects. First, the intra-industry transfer effects (on returns and risk) are stronger on rated rivals than on unrated rivals. Second, the credit risk news produces lower co-movements between the returns of the two types of rivals. Third, the differential effect is stronger in the manufacturing industry, in the riskiest industries and in the industries with the lowest competition levels. Interestingly, our results suggest that credit rating news is more relevant for rivals with access to the public debt market (such as re-rated firms) than for rivals that focus on other sources of funding.     

The flight‐to‐quality effect: a copula‐based analysis

We derive and estimate a copula combining the features of the Frank and Gumbel copulas to analyse the relationship between equity and long‐term bond returns. Our analysis of quarterly returns from 1952 to 2003 finds that, in general, there is a positive relationship between equity returns and bond returns. In extreme situations, however, there is approximately a one‐in‐seven chance of a flight‐to‐quality effect where large negative equity returns are associated with large positive bond returns.     

Credit Contagion from Counterparty Risk

Standard credit risk models cannot explain the observed clustering of default, sometimes described as "credit contagion." This paper provides the first empirical analysis of credit contagion via direct counterparty effects. We find that bankruptcy announcements cause negative abnormal equity returns and increases in CDS spreads for creditors. In addition, creditors with large exposures are more likely to suffer from financial distress later. This suggests that counterparty risk is a potential additional channel of credit contagion. Indeed, the fear of counterparty defaults among financial institutions explains the sudden worsening of the credit crisis after the Lehman bankruptcy in September 2008.     

The Consequences of Issuing Convertible Bonds: Dilution and/or Financial Restructuring?

Historically, most convertible bond (CB) issues have been converted to equity sooner or later. The announcement of a CB issue will bring about a future dilution of the firm's capital, and is often followed by a drop in share price. However, a CB issue by itself creates future value for the shareholders if it enables the firm to make profitable investments. It can also issue a positive signal regarding the restructuring of the firm's financial liabilities and its attempts to optimise its financial structure. These positive effects, if they occur, will develop gradually after the issue, and cannot be identified by a simple short‐term event analysis of a CB issue announcement. In this paper, we test the significance of the dilution effect, coupled with a possible value creation effect, using data from the French stock market. We introduce a comparison between dilutive convertibles and non‐dilutive exchangeable bonds. By integrating different corrections and by selecting a window of analysis over a longer period after the announcement of the issue, we show that the negative cumulative average abnormal returns generally observed in previous studies become non‐significant. This absence of global incidence is indicative of large differences in individual behaviour by issuers of CBs, and leads us to take into account the strategic choices linked to the issue of a CB. Two goals, often described as ‘investment financing’ or ‘financial restructuring’, may exist when issuing, and may appear to explain the size of the abnormal returns.     

债券违约对流动性影响的传染效应研究

2014年以来我国信用债市场违约事件频发,信用风险的积聚可能引发债券市场流动性恶化。本文以2014―2019年交易所和银行间市场信用债为研究对象,实证考察违约事件对债券流动性影响的传染效应。研究发现:违约事件在同一发行主体的债券之间具有流动性传染效应,当公司的某期债券出现违约时,公司其他未到期债券的流动性水平显著下降;违约事件对同行业其他公司债券的流动性具有传染效应,当行业中出现债券违约事件时,行业内其他公司的债券流动性显著降低;违约事件爆发越密集或者违约事件越严重,对债券流动性的负面影响越大,而且民营企业债受到的影响要大于国有企业债,低信用等级债受到的影响要大于高信用等级债;在市场密集爆发违约事件或出现较为严重的违约事件时期,宏观流动性增加能够改善债券流动性。     

Valuation Effects of Short Sale Constraints: the Case of Corporate Takeovers

We examine the relation between the degree of short sale constraints for acquiring firms' equity and post takeover stock performance. We find that negative long‐run abnormal returns appear to decline (in economic and statistical terms) as the extent and persistence of institutional block‐holder ownership increase, after accounting for the size, book‐to‐market and method of payment effects. In the spirit of Miller (1977) , such evidence implies that the degree of short sale constraints serves as an important determinant of acquiring firms' short‐run overpricing. It appears that the presence of concentrated institutional presence mitigates and in most cases eliminates, through effective arbitrage, any short‐run overpricing that may be responsible for the long‐run underperformance of acquirers, preserving in this way efficiency in the takeover markets.     

The Importance of Industry and Country Effects in the EMU Equity Markets

Most empirical studies find that country effects are larger than industry effects in stock returns, although industry effects have gained in importance recently. Our results support the dominance of country effects relative to industry and common effects in the EMU equity markets in the 1975–2001 period. However, there is an increasing importance of industry effect relative to country effect in the 1990s. In fact, industry effects is similar in magnitude to country effect in the post‐euro period. The evolution of the ratio of country to industry effect is explained by the decrease in the cross‐sectional variance of interest rate movements across EMU countries. Thus, there is evidence that nominal convergence has reduced the differences between national equity markets.     

INDUSTRY EFFECTS OF ANALYST STOCK REVISIONS

We examine the industry valuation effects of analyst stock revisions and identify the variables that influence these effects. Our results show that industry rivals experience significant abnormal returns in response to revision announcements. Although the mean stock price response suggests contagion effects, there is also evidence of significant competitive effects. The valuation effects are influenced by the magnitude of the rated firm's announcement return, along with analyst‐specific and industry‐specific characteristics. However, the sensitivity of the valuation effects to these characteristics is conditioned on whether the industry effects are contagious or competitive.     

The reaction of emerging market credit default swap spreads to sovereign credit rating changes

This paper examines the effect of sovereign credit rating change announcements on the CDS spreads of the event countries, and their spillover effects on other emerging economies’ CDS premiums. We find that positive events have a greater impact on CDS markets in the two-day period surrounding the event, and are more likely to spill over to other emerging countries. Alternatively, CDS markets anticipate negative events, and previous changes in CDS premiums can be used to estimate the probability of a negative credit event. The transmission mechanisms for positive events are the common creditor and competition in trade markets.     

A Conditional Assessment of the Relationships between the Major World Bond Markets

This paper uses a bivariate GARCH framework to examine the lead‐lag relations and the conditional correlations between 10‐year US government bond returns and their counterparts from the UK, Germany, and Japan. We find that while mean and volatility spillovers exist between the major international bond markets, they are much weaker than those between equity markets. The results also indicate that the correlations between the US and other major bond market returns are time varying and are driven by changing macroeconomic and market conditions. However, in contrast to the finding that the benefits of international diversification in equity markets evaporate during high‐stress periods, we find that the benefits of diversification across major government bond markets do not decrease during periods of extremely high bond market volatility or following extremely negative US and foreign bond returns.     

Managerial ability and bond rating changes

This study examines the relation between managerial ability and bond credit rating changes. We attempt to add to the credit rating agency literature by exploring the role managerial ability plays in the initial bond rating assignments and in rating changes. We predict firms with more‐able managers are more likely to have higher bond ratings and to be more able to have a positive influence on rating changes. We find a significant and positive relation between managerial ability and change in credit ratings, suggesting that more‐able managers can take effective actions to improve their credit ratings.     

The Wealth Effects of Reducing Private Placement Resale Restrictions

Recently, the US Securities and Exchange Commission reduced resale restrictions on Rule 144 private placements from 12 months to 6 months with the intention of lowering the cost of equity capital for issuing firms. In Canada, similar regulatory changes were adopted several years ago, providing a unique opportunity to test the wealth effects of reducing private placement resale restrictions. We find that shortening resale restrictions reduces the liquidity portion of offer price discounts, and thus lowers the cost of equity capital for issuing firms, but has no significant effect on announcement‐period abnormal returns after controlling for issuer type. However, there is a fundamental shift in the types of firms making private placements of common stock after the legislation‐induced easing of resale restrictions. Specifically, we find that smaller firms and firms with greater information asymmetry are less likely to issue privately placed common stock after the legislative change, suggesting that the easing of resale restrictions reduces the costly signal that helps to overcome the Myers and Majluf (1984) underinvestment problem.     

Orange County Bankruptcy: Financial Contagion in the Municipal Bond and Bank Equity Markets

We examine the spillover wealth effects of the Orange County, California bankruptcy announcement in December 1994 on municipal bonds, municipal bond funds, and bank stocks. This bankruptcy is prominent because of unprecedented losses and because it was caused by a highly leveraged derivatives strategy rather than a shortage of tax revenues and excess spending. We find contagion in the bond market with significantly negative abnormal returns for municipal bond funds without direct exposure to Orange County and for non‐Orange County municipal bonds. In addition, our findings suggest the contagion spills over to the common stocks of investment and commercial banks that deal in or use derivatives; however, the equities of banks unexposed to derivatives are not affected.     

金融中介机构竞争的市场反应--来自信用评级机构的证据北大核心

目前已有研究认为金融中介机构竞争会带来市场效率的提高,本文利用2012-2017年债券市场的微观数据研究“发行人付费”模式评级机构之间的竞争对评级结果的影响。研究发现,评级机构竞争会导致评级结果膨胀与评级质量下降。进一步研究发现,当评级竞争加剧时,“发行人付费”模式的评级机构会对有较多业务联系的企业放松评级标准,给予更高信用评级。我们的研究也发现评级机构的外资背景、承销商的良好声誉和媒体关注均有助于减小“发行人付费”模式下评级机构竞争的负面影响。同时,债券市场评级竞争还存在对股票市场的溢出效应,评级竞争导致的评级质量下降也降低了股票市场的信息效率。这说明,“发行人付费”模式下的评级机构竞争会降低资本市场的信息效率,“投资者付费”模式的推广和评级行业的对外开放有助于改善国内评级行业的评级质量。本文的研究也为国内债券市场进一步发挥双评级、多评级以及不同模式评级的交叉验证作用提供了一定证据支持。     

Does sovereign debt ratings news spill over to international stock markets?

The evidence here indicates that sovereign debt rating and credit outlook changes of one country have an asymmetric and economically significant effect on the stock market returns of other countries over 1989–2003. There is a negative reaction of 51 basis points (two-day return spread vis-á-vis the US) to a credit ratings downgrade of one notch in a common information spillover around the world. Upgrades, however, have no significant impact on return spreads of countries abroad. Closeness (e.g., geographic proximity) and emerging market status amplify the effect of a spillover. Downgrade spillover effects at the industry level are more pronounced in traded goods and small industries.     

Financial Reporting and Credit Ratings: On the Effects of Competition in the Rating Industry and Rating Agencies' Gatekeeper Role

This paper studies firms' financial reporting incentives in the presence of strategic credit rating agencies and how these incentives are affected by the level of competition in the rating industry and by rating agencies' role as gatekeepers to debt markets. We develop a model featuring an entrepreneur who seeks project financing from a perfectly competitive debt market. After publicly disclosing a financial report, the entrepreneur can purchase credit ratings from rating agencies that strategically choose their rating fees and rating inflation. We derive the following core results: (1) More rating industry competition leads to stronger corporate misreporting incentives if ratings are sufficiently precise or if rating agencies assume a gatekeeper role. Under imperfect rating industry competition, (2) agencies' gatekeeper role primarily weakens firms' misreporting incentives, which then influences rating agencies' strategies, and (3) firms' misreporting and rating agencies' rating inflation can be strategic complements when agencies assume a gatekeeper role. (4) Regulatory initiatives aimed at increasing rating industry competition or at weakening rating agencies' gatekeeper role improve investment efficiency as long as corporate misreporting incentives are not significantly strengthened.     

Labor unions, bargaining power and corporate bond yield spreads: Structural credit model perspectives

This study investigates labor union effects on bond yield spreads from perspectives of structural credit models by employing American bond observations from 2001 to 2007. This research finds that union strength significantly and positively relates to bond yield spreads (this effect is roughly equal to that of issuer rating for one standard deviation change when controlling for well-known variables). The empirical results also show that the positive effects become weaker when management has higher bargaining power. Additionally, union strength volatility significantly and negatively relates to bond yield spreads and capital structure (leverage). The above results are robust when controlling for credit ratings, collinearity concerns, industry effect and tax effect.