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Employee Stock Options, Equity Valuation, and the Valuation of Option Grants Using a Warrant‐Pricing Model

Journal of Accounting Research 2005 43(1), 97-131 open access
ABSTRACT We investigate the use of a warrant‐pricing approach to incorporate employee stock options (ESOs) into equity valuation and to account for the dilutive effect of ESOs in the valuation of option grants for financial reporting purposes. Our valuation approach accounts for the jointly determined nature of ESO and shareholder values. The empirical results show that our stock price estimate exhibits lower prediction errors and higher explanatory powers for actual share price than does the traditional stock price estimate. We use our valuation approach to assess the implications of dilution on the fair‐value estimates of ESO grants. We find that the fair value is overstated by 6% if we ignore the dilutive feature of ESOs. Furthermore, this bias is larger for firms that are heavy users of ESOs, small, and R&D intensive, and for firms that have a broad‐based ESO compensation plan.

Are Auditors Professionally Skeptical? Evidence from Auditors’ Going‐Concern Opinions and Management Earnings Forecasts

Journal of Accounting Research 2014 52(5), 1061-1085 open access
ABSTRACT We examine whether auditors exercise professional skepticism about management earnings forecasts when making going‐concern decisions. Using publicly issued management earnings forecasts as a proxy for earnings forecasts provided by managers to auditors, we find that management earnings forecasts are negatively associated with both auditors’ going‐concern opinions and subsequent bankruptcy. The weight auditors put on management forecasts in the going‐concern decision is not significantly different from the weight implied in the bankruptcy prediction model. Moreover, compared with the bankruptcy model, auditors assign a lower weight to management forecasts they perceive as being less credible, including those (1) issued by managers who issued optimistic forecasts in the previous two years, and (2) predicting high earnings increases or high earnings. Taken together, our evidence is consistent with auditors being professionally skeptical about management earnings forecasts when making going‐concern decisions.

Local information advantage and stock returns: Evidence from social media

Contemporary Accounting Research 2024 41(2), 1089-1119 open access
We examine the information asymmetry between local and nonlocal investors with a large dataset of stock message board postings. We document that abnormal relative postings of a firm, that is, unusual changes in the volume of postings from local versus nonlocal investors, capture locals' information advantage. This measure positively predicts firms' short‐term stock returns as well as those of peer firms in the same city. Sentiment analysis shows that posting activities primarily reflect good news, potentially due to social transmission bias and short‐sales constraints. We identify the information driving return predictability through content‐based analysis. Abnormal relative postings also lead analysts' forecast revisions. Overall, investors' interactions on social media contain valuable geography‐based private information.

The Effect of Annual Report Readability on Analyst Following and the Properties of Their Earnings Forecasts

The Accounting Review 2011 86(3), 1087-1115 open access
ABSTRACT: This study examines the effect of the readability of firms’ written communication on the behavior of sell-side financial analysts. Using a measure of the readability of corporate 10-K filings, we document that analyst following, the amount of effort incurred to generate their reports, and the informativeness of their reports are greater for firms with less readable 10-Ks. Additionally, we find that less readable 10-Ks are associated with greater dispersion, lower accuracy, and greater overall uncertainty in analyst earnings forecasts. Overall, our results are consistent with the prediction of an increasing demand for analyst services for firms with less readable communication and a greater collective effort by analysts for firms with less readable disclosures. Our results contribute to the understanding of the role of analysts as information intermediaries for investors and the effect of the complexity of written financial communication on the usefulness of this information.