We use highly granular computational linguistics to assess the MD&A section of the 10-K as a whole. Our results show that the content of MD&A can be systematically used to explain the valuation of firms, particularly those undergoing business change, where the value relevance of financial...

We investigate the implications of voluntary forecasting activity on the persistence of actual reported figures. We further explore the impact of managements' error direction (i.e. pessimistic versus optimistic manager) on the persistence of actual reported figures. We finally explore whether...

Analysts' functions are divided into discovery and interpretation roles, but separating between the two is non-trivial. We conjecture that analysts' interpretation skill can be gauged by their forecast revisions following material unanticipated news — in particular following non-earnings 8-K...

We examine how supplier-firm shareholders respond to the earnings announcements of their major customers to test the moderated confidence hypothesis, which predicts overreaction to imprecise signals. In our setting, the moderated confidence hypothesis predicts that supplier shareholders will...

We study whether bond markets efficiently incorporate information about risk. Our results suggest that bond investors underreact to risk information embedded in earnings announcements. A one-standard deviation increase in unexpected risk is associated with a three-day abnormal bond return about...

The investor composition in the US stock market has been undergoing a dramatic shift towards greater institutional ownership. In this paper, we show that the increase in the stock ownership by institutions over time, especially those with focus on short-term performance, is positively related to...

Firms often issue disaggregated earnings forecasts, and prior research reveals benefits to doing so. However, we hypothesize and experimentally find that the benefits of disaggregated forecasts do not necessarily carry over to the time of actual earnings announcements. Rather, disaggregated...