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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 2014 57(2-3), 89-109
This study examines whether and how the properties of corporate bond ratings change following Moody׳s and S&P׳s adoptions of the issuer-pay business model in the early 1970s. Regulators and debt market observers have criticized the issuer-pay model for creating an independence problem. However, the issuer-pay model allows for economic bonding between rating agencies and issuers through explicit contractual arrangements, which should improve the flow of nonpublic information. Using a difference-in-difference research design, I find that more optimistic ratings by issuer-pay rating agencies predict greater future profitability, differences between the ratings of issuer-pay and investor-pay rating agencies are associated with narrower secondary bond market bid-ask spreads, and that issuer-pay rating agencies become relatively more accurate and timely predictors of default compared to investor-pay agencies after the adoption of issuer-pay. These results reinterpret the recent findings of optimistic ratings by Jiang et al. (2012) as consistent with more informative bond ratings.

The Disciplining Effect of Credit Default Swap Trading on the Quality of Credit Rating Agencies†

Contemporary Accounting Research 2022 39(2), 1297-1333
This study examines whether credit default swap (CDS) trading initiation can serve as a disciplining mechanism for leading credit rating agencies. Specifically, we investigate whether rating agencies improve their rating quality when an alternative source of credit risk information from CDS threatens to expose inaccuracies in their ratings. Understanding potential drivers of credit rating quality is important given the prominence of credit rating agencies as debt market gatekeepers and perceptions that the agencies have underperformed in providing high‐quality credit risk assessments in recent decades. We hypothesize and find that the initiation of CDS trading improves the accuracy of issuer‐paid credit ratings. This evidence is robust to a number of sensitivity tests including alternative ways of measuring rating accuracy and correction for selection bias. We also find that the timeliness of credit ratings, watch list, and outlook placements improves post‐initiation—particularly for negative shocks to credit risk. This study contributes to the credit rating literature by documenting that CDS trading can help discipline rating agencies. It also contributes to the literature studying the implications of the CDS market.

What Do Management Earnings Forecasts Convey About the Macroeconomy?

Journal of Accounting Research 2013 51(2), 225-266 open access
We decompose quantitative management earnings forecasts into macroeconomic and firm‐specific components to determine the extent to which voluntary disclosure provided by management has macroeconomic information content. We provide evidence that the forecasts of bellwether firms, which are defined as firms in which macroeconomic news explains the greatest amount of variation in the forecasts, provide timely information to the market about the macroeconomy when bundled with earnings announcements. Further, we show that bellwether firms provide timely information about both industry‐specific events and broader economic events. Finally, we document that the macroeconomic news in individual forecasts is more pronounced for bad news and point forecasts.

Firms' use of accounting discretion to influence their credit ratings

Journal of Accounting and Economics 2013 55(2-3), 129-147
This paper examines whether firms that deviate from an empirically modeled (“expected”) credit rating engage in earnings management activities, as measured by abnormal accruals and real activities earnings management. We find evidence that firms use income-increasing (-decreasing) earnings management activities when they are below (above) their expected ratings. We then test whether such actions are successful in helping these firms move toward their expected credit ratings. The results suggest that firms below or above their expected credit ratings may be able to move toward expected ratings through the use of directional earnings management.

When Do Differences in Credit Rating Methodologies Matter? Evidence from High Information Uncertainty Borrowers

The Accounting Review 2017 92(4), 53-79
This study investigates whether and when differences in the credit rating agencies' methodologies result in differences in rating properties. In particular, this study focuses on differences in information processing constraints between a rating agency that utilizes qualitative analysis and direct access to borrowers' management in its rating process (Standard & Poor's) compared to one that does not (Egan Jones Ratings Company) and how these differences affect rating quality. We find that as information uncertainty about borrowers increases, Egan Jones's rating accuracy, informativeness, and timeliness decrease relative to Standard & Poor's. Our findings suggest that Egan Jones's more restricted rating methodology can lead to limitations in information processing and, thus, reductions in Egan Jones's rating quality advantage for borrowers with greater information uncertainty.

Deciphering Tax Avoidance: Evidence from Credit Rating Disagreements

Contemporary Accounting Research 2017 34(2), 818-848 open access
This study investigates the role of tax avoidance in the credit‐rating process and whether differences exist in how rating agencies account for the risk relevance of tax avoidance. Using a sample of initial credit ratings assigned to public debt issuances during 1994–2013, our evidence is consistent with Moody's Investors Service and Standard & Poor's assessing the costs and benefits associated with tax avoidance differently from one another, resulting in more frequent and pronounced rating agency disagreement. Rating agency disagreement over tax avoidance is most evident when it is accompanied by relatively high levels of uncertain tax positions, foreign activities, research and development activities, or tax footnote opacity. We also find evidence that decreases (increases) in tax avoidance or tax footnote disclosure opacity are positively (negatively) associated with the convergence of split ratings. This suggests that firms can exacerbate or mitigate rating agency disagreement subsequent to bond issuance. Our study complements prior research by examining why sophisticated information intermediaries disagree about the risk relevance of tax avoidance. It also sheds light on how firms can influence rating agencies’ understanding of tax avoidance.

Market uncertainty and the importance of media coverage at earnings announcements

Journal of Accounting and Economics 2020 69(1), 101264
We investigate whether increased investor demand for financial information arising from higher market uncertainty leads to greater media coverage of earnings announcements. We also investigate whether greater coverage during times of higher uncertainty further destabilizes financial markets because of greater attention-based trading or, alternatively, improves trading and pricing by lowering investor acquisition and interpretation costs. When uncertainty is higher, we find evidence of greater media coverage of earnings announcements and that the greater coverage leads to improvements in investor informedness, information asymmetry, and intraperiod price timeliness, and greater trade by both retail and institutional investors. In contrast to the media serving an expanded role in improving capital markets during more uncertain times, we fail to find that changes in firm-initiated disclosures lead to similar improvements and find that less frequent analyst forecast revisions exacerbate problems in capital markets during earnings announcements.

State Pension Accounting Estimates and Strong Public Unions

Contemporary Accounting Research 2019 36(3), 1299-1336
Concerns are commonly raised that strong public unions extract generous pension benefits from state governments and are the cause of states' burdensome pension obligations. Prior research (Anzia and Moe 2015) finds evidence supporting such concerns. Consistent with incentives to minimize such perceptions, our findings suggest that state pension plans with stronger public unions select higher discount rates to improve reported funding levels. While riskier asset allocations are used to support the higher discount rates (which equal the expected return on the plan assets), most of the higher rates appear opportunistic. In addition, consistent with a desire to avoid drawing attention to persistent plan underfunding, our evidence indicates that stronger union plans are less likely to select longer amortization periods to recognize pension deficits when underfunding is larger. We do not, however, find evidence for asset smoothing periods being used to delay the recognition of investment losses on plan assets. Together, our findings suggest that stronger union plans take steps to make their pension obligations look less burdensome to the public.