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Earnings beta

Review of Accounting Studies 2021 26(1), 81-122 open access
The literature on cash flow or earnings beta is theoretically well-motivated in its use of fundamentals, instead of returns, to measure systematic risk. However, empirical measures of earnings beta based on either log-linearizing the return equation or log-linearizing the clean-surplus accounting identity are often difficult to construct. I construct simple earnings betas based on various measures of realized and expected earnings and find that an earnings beta based on price-scaled expectations shocks performs consistently well in explaining the cross-section of returns over 1981–2017. I also examine the relation between different measures of beta and several firm characteristics that are either theoretically connected to systematic risk or are empirically associated with returns and find evidence in support of the construct validity of an earnings beta based on price-scaled expectations shocks. Overall, the findings suggest that this easy-to-construct earnings beta can be suitable for future researchers requiring a measure of systematic risk.

Accounting for bubbles: A discussion of Arif and Sul (2024)

Journal of Accounting and Economics 2024 78(2-3), 101717
A signal that identifies asset pricing bubbles would be valuable so investors could reposition their portfolios to weather the bubble, yet ex ante bubble identification has proven illusory. Arif and Sul (2024) study whether industry-level investment in net operating asset (NOA) accruals is an ex ante accounting-based signal that predicts bubbles. Using industry-level price run-ups across 49 countries, they find that NOA accruals predict a higher likelihood of a future crash, lower future returns, and larger analyst forecast errors, especially following run-up periods. The authors attribute these patterns to sentiment-driven overinvestment. My discussion summarizes the contributions of Arif and Sul's findings to the asset pricing bubbles, behavioral finance, and aggregate accruals literatures. I also outline empirical challenges faced by studies investigating bubbles and recommend approaches to further strengthen inferences. Finally, I propose opportunities for future research to integrate deeper accounting knowledge into bubble research.

Management forecasts of volatility

Review of Accounting Studies 2021 26(2), 620-655 open access
We examine the predictive information content of the management forecasts of stock return volatility (i.e., expected volatility) that are disclosed in annual reports. We find that expected volatility predicts near-term and longer-term stock return volatility and earnings volatility incremental to implied volatility, historical volatility, firm characteristics, and alternative measures of uncertainty. We also find that expected volatility reflects managers’ private information about their firms’ future investment activities, such as mergers and acquisitions and R&D intensity. Finally, we find that the predictive power of expected volatility shrinks when managers have stronger incentives to manage earnings. Overall, we provide novel evidence that management forecasts of volatility contain private information about future uncertainty that can help forecast volatility.

Show Me the Money! Dividend Policy in Countries with Weak Institutions

Journal of Accounting Research 2021 59(2), 613-655
We hypothesize that, in weak‐institution countries, firms adjust the ‘timing’ of dividend payments by committing to distribute a percentage of current earnings as dividends, revealing the extent of firm‐level agency conflicts to future investors and facilitating the raising of external capital. Consistent with this hypothesis, we find that, on average, firms in weak‐institution countries have a higher speed of adjustment ( SOA ) to their target payout ratio, pay dividends earlier in the life cycle, and are more likely to disclose a dividend policy committing to pay a minimum percentage of earnings. Within‐country tests show that, in weak‐institution countries, the firms with the highest SOA dividend policies have fewer agency problems and an increased ability to raise external capital. Finally, returns tests around earnings announcements show that high‐ SOA dividend policies are associated with larger market reactions to earnings in weak‐institution countries. Collectively, our findings suggest that dividend policy helps to alleviate agency conflicts in weak‐institution countries between firms and (future) investors.

Do common inherited beliefs and values influence CEO pay?

Journal of Accounting and Economics 2017 64(2-3), 346-367 open access
We use the ethnicity of CEOs across 31 countries as a proxy for their common inherited beliefs and values and find an ethnicity effect in CEO variable pay. We find that the ethnicity effect in variable pay is not driven by the ethnicity effects in corporate policy decisions, and that changes in CEO compensation are significantly larger when CEOs are replaced with a person from a different ethnicity. Our estimated ethnicity effect captures the future time reference and religion of CEOs’ ancestors. Finally, we find an ethnicity effect in performance-firing sensitivities (i.e., the sensitivity to being fired due to poor performance).

Are CEOs Rewarded for Luck? Evidence from Corporate Tax Windfalls

Journal of Finance 2025 80(4), 2255-2302 open access
Focusing on the one‐off tax gains and losses (i.e., windfalls) associated with the 2017 Tax Cuts and Jobs Act, we reexamine whether CEOs are rewarded for luck. We find that weakly monitored CEOs are compensated for the windfall tax gains but not penalized for the corresponding tax losses. No such pattern is observed for CEOs facing greater pay scrutiny. The pay for windfalls cannot be explained as rewards for CEOs’ efforts, talents, political activities, or as firms sharing their tax gains with all executives. The results are more consistent with rent extraction by CEOs facing weak pay scrutiny.

Growth Matters: Disclosure and Risk Premium

The Accounting Review 2022 97(4), 259-286
Theoretical work generally predicts a negative association between disclosure and risk premium, where additional disclosure reduces estimation risk or information asymmetry. However, empirical studies frequently report mixed results. Recent theoretical studies suggest that the association between disclosure and risk premium is not necessarily always negative, and could be positive (or less negative). For example, Dutta and Nezlobin (2017) show that disclosure can be associated with higher risk premium when conditioned on a firm's growth rates. Similarly, Johnstone (2016) shows that higher signal quality can lead to higher risk premium. Motivated by these studies, we re-examine the association between disclosure and risk premium, conditional on growth. Using various proxies for risk premium, disclosure, and growth, we provide robust evidence that while the unconditional association between disclosure and risk premium is ambiguous, the conditional association is negative for lower growth firms but is less negative (or positive) for higher growth firms. Data Availability: Additional analyses are available from the authors upon request.

The Role of Disclosure and Information Intermediaries in an Unregulated Capital Market: Evidence from Initial Coin Offerings

Journal of Accounting Research 2022 60(1), 129-167 open access
Using an international sample of 2,113 initial coin offerings (ICOs), we explore the role of disclosure and information intermediaries in the unregulated crypto‐tokens market. First, we document substantial cross‐sectional variation in the voluntary disclosure practices of ventures seeking to raise capital through ICOs, such as the extent of information released in a prospectus‐type document called a white paper; releasing the technical source code; and communicating through social media platforms. Second, we find that, even with limited disclosure verifiability, ventures with higher levels of disclosure have a greater ability to raise capital. Finally, we find that this association is stronger in the presence of mechanisms that lend credibility to ventures’ voluntary disclosures, such as internal governance practices or external scrutiny from information intermediaries. Overall, our results suggest that voluntary disclosure and information intermediaries facilitate the functioning of ICOs as an alternative capital market.