Using a novel dataset containing the forecasts of both buy-side and sell-side analysts, and individual investors, we find that crowdsourced earnings forecasts are more accurate than expert forecasts of sell-side analysts. Examining the economic mechanisms that generate superior crowd forecasts,...

The accounting literature has used the midpoint of range forecasts in various research settings, assuming that the midpoint is the best proxy for managers' earnings expectations revealed in range forecasts. We argue that given managers' asymmetric loss functions regarding earnings surprises,...

Regulators are not always able to anticipate how mandates will translate to financial reporting practice, particularly when managers are able to exercise reporting discretion. When XBRL, the eXtensible Business Reporting Language, was mandated by the SEC, financial analysts were among the...

This paper investigates the informativeness and value relevance of analyst target prices in the context of mergers and acquisitions (M&A). Our results indicate that firms with high 12-month ahead target prices relative to current stock prices are more likely to become a takeover target and offer...

This study examines the impact of analysts' recommendations on stock prices listed on the Karachi Stock Exchange for the period 2006-12. The recommendations are extracted from the daily Morning Shout report published by Khadim Ali Shah Bukhari Securities Ltd (KASB), which provides buy and sell...

Earnings expectation aggregates all available information. However, investors with limited attention are unlikely to behave in such rational fashions. For example, salient information is overweighed in the expectation. This bias could be exploited by sophisticated market participants like...

We study the forecasting behavior of minority sell-side equity analysts. Distinct from the impact of cultural and geographic diversity, we demonstrate that, although minority analyst forecasts have lower accuracy, consistency in their forecasts generates stronger correlation between the...

Through the difference-in-differences (DID) methodology, we find that the connection of China’s high-speed railway (HSR) as an exogenous shock could improve analysts’ forecast performance, leading to more accurate forecasts, decrease the dispersion between analysts, stimulate more forecast...

During times when the Chinese government wished to prop up the market, sell-side analysts from brokerages with significant government ownership issued relatively less pessimistic (or more optimistic) earnings forecasts, earnings-forecast revisions, and stock recommendations; they were also...

We put forward a model in which analysts are uncertain about a firm's earnings process. Faced with the possibility of using a misspecified model, analysts issue forecasts that are robust to model misspecification. We estimate that this mechanism explains approximately 60% of the autocorrelation...