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Limited Investor Attention and Stock Market Misreactions to Accounting Information

The Review of Asset Pricing Studies 2011 1(1), 35-73
We provide a model in which a single psychological constraint, limited attention, explains both under- and overreaction to different earnings components. Investor neglect of earn-ings induces post-earnings announcement drift and the profit anomaly. Neglect of earnings components causes accrual and cash flow anomalies. The model offers empirical implica-tions relating the strength of earnings-related anomalies to the forecasting power of current earnings-related information for future earnings, investor attentiveness, and the volatilities of and correlation between accruals and cash flows. We also show that, owing to atten-tion costs, in equilibrium not all investors choose to attend to earnings or its components. (JEL G12, G14, M41, M43) Market reactions to earnings and earnings components present a striking puzzle. Stock prices on average underreact to earnings surprises (post-earnings an-nouncement drift), but overreact to the operating accruals component of earn-ings.1 Earnings- and accruals-related patterns of return predictability are often referred to as “anomalies, ” “under- ” and “overreaction, ” or reflecting investor “optimism, ” “pessimism, ” or “naı̈veté. ” Such labels offer little guidance as to

Trust and Household Debt

Review of Finance 2018 22(2), 783-812
Using a large sample of US individuals, we show that individuals with higher levels of trust have lower likelihoods of default in household debt and higher net worth. The effect is driven by trust values inherited from cultural and family backgrounds more than by trust beliefs about others. We demonstrate a causal impact of trust on financial outcomes by extracting the component of trust correlated with early-life experiences. The effect of trust is more pronounced among females, those with lower education, lower income, lower financial literacy, and higher debt-to-income ratio. Further evidence suggests that enhancing individuals’ trust, to the right amount, can improve household financial well-being.

Continuing Overreaction and Stock Return Predictability

Journal of Financial and Quantitative Analysis 2016 51(6), 2015-2046
We study the return predictability of a measure of continuing overreaction based on the weighted average of signed volumes. We find that the strategies of buying stocks with upward continuing overreaction and selling stocks with downward continuing overreaction generate significant positive returns and that our measure of continuing overreaction is a better predictor of future returns than past returns. The results are stronger among stocks primarily held by investors more prone to biased self-attribution. Our results provide direct support for the model of return predictability based on overconfidence and biased self-attribution.

Is your surname remunerative? Surname favorability and CEO compensation

Journal of Corporate Finance 2023 83, 102474 open access
We find that CEOs with more favorable surnames receive significantly higher compensation. The estimated effect of surname favorability is unique and incremental to the documented effects of various firm, board, and CEO characteristics. CEOs with French or German surnames receive significantly lower compensation after the French and German governments' opposition to the Iraq war. Surname favorability is not associated with corporate investments, disclosure policies, or firm performances. The results are more pronounced for professional (i.e., non-founder) or short-tenured CEOs and for firms with lower institutional ownership. Surname favorability reduces the likelihood of forced CEO turnover following poor stock performance but is not associated with a CEO's self-serving behaviors. Our results suggest that the effect of surname favorability is attributable to inefficient contracting by the board of directors. Our findings have implications for corporate stakeholders who have committed to the efficient contracting of CEO compensations.

Analysts' Cultural Long‐Term Orientation and Their Information Production

Contemporary Accounting Research 2026 open access
We study how analysts' inherited cultural attitudes to time orientation affect their production of long‐term information and the profitability of their stock recommendations. We find that analysts from long‐term‐oriented cultures exhibit a longer forecast horizon and issue more long‐term forecasts. They also produce more accurate long‐term forecasts and ask more long‐term‐focused questions during conference calls, eliciting greater long‐term disclosure from managers. In addition, they are more likely to use discounted valuation models that explicitly incorporate expectations about firms' long‐term prospects. Further, their stock recommendations are more profitable, consistent with their production of long‐term information enhancing valuation. Our findings highlight the role of cultural long‐term orientation in shaping analysts' information production in capital markets.

An analyst by any other surname: Surname favorability and market reaction to analyst forecasts

Journal of Accounting and Economics 2019 67(2-3), 306-335 open access
We find that forecast revisions by analysts with more favorable surnames elicit stronger market reactions. The effect is stronger among firms with lower institutional ownership and for analysts with non-American first names. Following the 9/11 terrorist attacks, and France and Germany's opposition to the Iraq War, revisions by analysts with Middle Eastern and French or German surnames, respectively, generated weaker market reaction. Surname favorability is not associated with forecast quality, but it has complementary effects with forecast performance on analysts’ career outcomes. Surname favorability mitigates under-reaction to forecast revisions. These findings are distinct from the effects of ethnic, cultural proximity, or in-group bias.