Our examination of the cross-section of expected returns reveals economically and statistically significant compensation (about 6 to 9% per annum) for beta risk when betas are estimated from time-series regressions of annual portfolio returns on the annual return on the equal-weighted market index. The relation between book-to-market equity and returns is weaker than that in Fama and French (1992a). We conjecture that book-to-market results using COMPUSTAT data are affected by a selection bias and provide indirect evidence.

A large body of empirical research in accounting investigates the causes and consequences of accruals quality, reaching numerous influential conclusions. Yet little work has been done to systematically evaluate the validity of the underlying measures of accruals quality. We evaluate these measures using three criteria: (1) Is the measure unaffected by the underlying economic determinants of accruals? (2) Does the measure consistently reflect errors in accruals? (3) Does the measure facilitate tests with sufficient power to detect plausible variation in accrual errors? Using a combination of theoretical modeling and numerical simulations, we show that all measures fail at least one of these criteria. Our evaluation provides new interpretations of existing research and guides the choice of measures and the interpretation of results in future research. Data Availability: Data are available from the public sources identified in the paper.

This paper provides a new approach to test for accrual‐based earnings management. Our approach exploits the inherent property of accrual accounting that any accrual‐based earnings management in one period must reverse in another period. If the researcher has priors concerning the timing of the reversal, incorporating these priors can significantly improve the power and specification of tests for earnings management. Our results indicate that tests incorporating reversals increase test power by around 40% and provide a robust solution for mitigating model misspecification arising from correlated omitted variables.

Prior research examining the ASC 820 fair value hierarchy concludes that Level 3 fair value measurements are significantly less value-relevant than Level 1 and Level 2 fair value measurements. We reevaluate this conclusion using the closed-end fund setting, in which fair value measurements are available for substantially all assets. Contrary to prior research, we find that Level 3 fair values are of similar value relevance to Level 1 and Level 2 fair values. Our findings suggest that the results in previous research are attributable to correlated omitted variable bias arising from the absence of fair value data for most assets. JEL Classifications: M41; G12; G29. Data Availability: Data are publicly available from sources identified in the article.

Implied equity duration was originally developed to analyze the sensitivity of equity prices to discount rate changes. We demonstrate that implied equity duration is also useful for analyzing the sensitivity of equity prices to pandemic shutdowns. Pandemic shutdowns primarily impact short‐term cash flows, thus they have a greater impact on low‐duration equities. We show that implied equity duration has a strong positive relation to U.S. equity returns and analyst forecast revisions during the onset of the 2020 COVID‐19 shutdown. Our analysis also demonstrates that the underperformance of “value” stocks during this period is a rational response to their lower durations.

Following Sloan (1996), numerous studies document that the accrual component of earnings is less persistent than the cash flow component of earnings. Disagreement exists, however, as to the explanation for this result. One stream of literature follows Sloan's lead in arguing that this result is attributable to accounting distortions (Xie 2001; Dechow and Dichev 2002; Richardson et al. 2005). A second stream of literature argues that this result is attributable to a more general growth effect and that growth-related factors such as diminishing returns to new investment explain the lower persistence of accruals (e.g., Fairfield et al. 2003a; Cooper et al. 2005). We provide new evidence indicating that temporary accounting distortions are a significant contributing factor to the lower persistence of the accrual component of earnings. Our evidence indicates that the lower persistence of accruals extends to accruals that are unrelated to sales growth and that extreme accruals are systematically associated with alleged cases of earnings manipulation.