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Spillover Effects of Fraud Allegations and Investor Sentiment

Contemporary Accounting Research 2020 37(2), 982-1014
We examine whether a stock price spillover effect spreads through the method of listing or country of origin and whether this spillover effect changes when investor sentiment shifts. Using a sample of fraud allegations against Chinese companies that became public through Chinese reverse mergers (CRMs), we investigate whether firms that experienced negative spillover effects on their stock prices are those from the same country and/or with the same method of listing as the firms accused of fraud. We first show that the negative spillover effect channeled through the firm's country of origin becomes stronger when investor sentiment about Chinese companies becomes pessimistic, as evinced by significant declines in the stock prices of non‐fraudulent Chinese companies, including both CRMs and Chinese IPOs. Second, we show that the negative spillover effects on CRMs are stronger than those on Chinese IPOs and non‐Chinese reverse mergers, suggesting that both country and listing method are applicable to CRMs. Our findings indicate that (i) investor sentiment plays an important role in the spillover process involving fraud allegations and (ii) while the two channels could coexist, negative spillover effects that spread through the country of origin play a more prominent role than those that spread through the method of listing.

Who Herds? Who Doesn't? Estimates of Analysts’ Herding Propensity in Forecasting Earnings

Contemporary Accounting Research 2017 34(1), 374-399
We develop parametric estimates of the imitation‐driven herding propensity of analysts and their earnings forecasts. By invoking rational expectations, we solve an explicit analyst optimization problem and estimate herding propensity using two measures: First, we estimate analysts’ posterior beliefs using actual earnings plus a realization drawn from a mean‐zero normal distribution. Second, we estimate herding propensity without seeding a random error, and allow for nonorthogonal information signals. In doing so, we avoid using the analyst's prior forecast as the proxy for his posterior beliefs, which is a traditional criticism in the literature. We find that more than 60 percent of analysts herd toward the prevailing consensus, and herding propensity is associated with various economic factors. We also validate our herding propensity measure by confirming its predictive power in explaining the cross‐sectional variation in analysts’ out‐of‐sample herding behavior and forecast accuracy. Finally, we find that forecasts adjusted for analysts’ herding propensity are less biased than the raw forecasts. This adjustment formula can help researchers and investors obtain better proxies for analysts’ unbiased earnings forecasts.

Acquirer Internal Control Weaknesses in the Market for Corporate Control

Contemporary Accounting Research 2018 35(1), 211-244
This paper examines how disclosures regarding internal controls, required by sections 302 and 404 of the Sarbanes‐Oxley Act of 2002 ( SOX ), affect the market for corporate control. We hypothesize that acquirers with internal control weaknesses ( ICW s) make suboptimal acquisition decisions based on poor‐quality information generated by their ineffective controls over financial reporting. We expect that such acquirers will be more likely to misestimate the value of their targets or the potential synergies from mergers, thereby overpaying for completed deals. Using a treatment sample of acquisitions made by acquirers that have disclosed ICW s and two matched control samples without ICW disclosures, we document that ICW acquirers experience a substantially more negative market response to acquisition announcements and have lower future performance than the two matched control samples without ICW disclosures. Overall, our results suggest that ineffective internal controls hinder decision making related to mergers and acquisitions (M&A).

Incentive Contracting and Value Relevance of Earnings and Cash Flows

Journal of Accounting Research 2009 47(3), 647-678
Accounting performance measures such as earnings and cash flows are useful for both valuation and performance evaluation purposes. However, little evidence exists on whether there is any association between these two roles. In this study, we provide large sample empirical evidence that the value relevance of earnings explains a significant amount of the cross‐sectional variation in the pay‐sensitivity of earnings and the incremental value relevance of cash flows explains variation in the marginal pay‐sensitivity of cash flows. We document that while both value relevance and compensation weight on earnings decline from the subperiod of 1993 to 1997 to the subperiod of 1998 to 2003, both value relevance and compensation weight on cash flows increase from the earlier subperiod to the later subperiod. Overall, our results provide additional evidence that value relevance of a performance measure plays a significant role in its use for performance evaluation.

Market Valuation of Intangible Asset: Evidence on SG&A Expenditure

The Accounting Review 2019 94(6), 61-90
In this paper, we investigate the stock market valuation of the intangible asset created by selling, general, and administrative (SG&A) expenditure. Although GAAP requires immediate expensing of SG&A, prior studies show that current SG&A generates future economic benefits, suggesting that it creates an intangible asset. We find that the contemporaneous stock market seems to recognize some of the intangible asset value implicit in SG&A. Positive subsequent returns can be earned in firms with a high SG&A intangible asset value. These excess returns are more likely due to investor mispricing than to risk compensation. Furthermore, we find that both analysts' long-term growth forecast revisions and one-year-ahead forecast errors are positively associated with the future value created by current SG&A, indicating that analysts partially incorporate the intangible SG&A asset value into their forecasts. Overall, the evidence suggests that the capital market only partially recognizes the intangible asset value created by SG&A expenditure.

Managerial sentiment and short‐term operating decisions: Evidence from terrorist attacks

Contemporary Accounting Research 2025 42(3), 1776-1808
Using terrorist attacks and mass shootings as an exogenous source driving psychological changes in managerial sentiment, we explore the causal effect of managerial sentiment on firms' short‐term operating decisions. Employing cost stickiness to measure short‐term operating decisions on resource allocation and cost control, we find that firms located in the attacked metropolitan areas experience a significant decline in the degree of cost stickiness. We further find that the effect is more pronounced for firms that have inexperienced and less confident CEOs, when attack events are more salient, and when managers have lower prior exposure to negative events in their personal experiences. We also explore inventory management as another form of short‐term operating decisions and find that firms exhibit reduced asymmetric inventory management and a lower level of abnormal inventory holdings in postattack periods. Overall, our study suggests that shocks caused by exogenous negative events affect managerial sentiment, which in turn shapes managers' short‐term operating decisions.

How does credit risk affect cost management strategies? Evidence on the initiation of credit default swap and sticky cost behavior

Journal of Corporate Finance 2023 80, 102401 open access
In this paper, we examine the effect of credit defaults swaps (CDS) initiation on reference firms' cost management strategies. CDS contracts provide insurance protection for creditors, inducing a shift in bargaining power from borrowers to creditors and an excessive incidence of bankruptcy. Anticipating more intransigent creditors in debt renegotiations and higher bankruptcy risk, CDS firms are incentivized to mitigate risk through decreasing cost stickiness after CDS initiation, as cost stickiness lowers liquidity and triggers early covenant violations. We find that, on average, CDS initiation is associated with a decline in reference firms' cost stickiness. This association is more pronounced for less liquid, financially distressed, and lower credit quality firms. We also find that CDS firms with a reduction in cost stickiness will exhibit lower future bankruptcy risk than CDS firms without such as reduction in stickiness. Collectively, our findings suggest that the CDS-induced “empty creditor problem” causes reference firms to undertake more conservative cost management practices to alleviate downside risk.