Analyst forecasts, Analyst forecast errors, Correlated forecast errors, Private information

We assess how forms of disagreement among investors affect a firm's cost of capital. Firms experience a lower cost of capital if investors perceive that other investors are ignoring relevant disclosures (perceived errors of omission), but a higher cost of capital if investors perceive that others are responding to irrelevant disclosures (perceived errors of commission). The impact of these two sources of disagreement on the cost of capital is determined by the distribution of opinion and the nature of disclosure. For example, even though aggregated disclosures reveal less to investors, aggregated disclosures may decrease the cost of capital by eliminating disagreement associated with perceived errors of commission. These and additional results arise because the cost of capital is driven not only by investors’ uncertainty about the firm's future earnings performance, but also by investors’ uncertainty about the evolution of beliefs, which partly determines the path of prices.

This paper considers how the presence of a speculative investor, who bets on a firm's future earnings report, affects how the firm's management manipulates that report. We examine the influence of the speculator's information on earnings management behavior, quality of reported earnings, and stock price efficiency. We also provide predictions for, and interpretations of, short‐window event studies and long‐window association studies.

This paper analyzes a communication game between a sender and receiver with misaligned incentives. Because of the misalignment, in equilibrium, the sender's privately observed information is not perfectly communicated. We study the relation between the quality of the sender's information and the quality of the information communicated. We establish that the quality of information communicated is a non‐monotonic function of the quality of the sender's information, and it is maximized when the sender has imperfect information. We suggest that our model applies to a setting where an equity research analyst communicates information about a firm's value to investors.

We decompose quantitative management earnings forecasts into macroeconomic and firm‐specific components to determine the extent to which voluntary disclosure provided by management has macroeconomic information content. We provide evidence that the forecasts of bellwether firms, which are defined as firms in which macroeconomic news explains the greatest amount of variation in the forecasts, provide timely information to the market about the macroeconomy when bundled with earnings announcements. Further, we show that bellwether firms provide timely information about both industry‐specific events and broader economic events. Finally, we document that the macroeconomic news in individual forecasts is more pronounced for bad news and point forecasts.