We survey 344 buy-side analysts from 181 investment firms and conduct 16 detailed follow-up interviews to gain insights into the activities of buy-side analysts, including the determinants of their compensation, the inputs to their stock recommendations, their beliefs about financial reporting quality, and the role of sell-side analysts in buy-side research. One important finding is that 10-K or 10-Q reports are more useful than quarterly conference calls and management earnings guidance for determining buy-side analysts׳ stock recommendations. Our results also suggest that sell-side analysts add value by providing buy-side analysts with in-depth industry knowledge and access to company management.

We find that firms grant more rank and file stock options when involved in financial reporting violations, consistent with managements’ incentives to discourage employee whistle-blowing. Violating firms grant more rank and file options during periods of misreporting relative to control firms and to their own option grants in non-violation years. Moreover, misreporting firms that grant more rank and file options during violation years are more likely to avoid whistle-blowing allegations. Although the Dodd-Frank Act (2010) offers financial rewards to encourage whistle-blowing, our findings suggest that firms discourage whistle-blowing by giving employees incentives to remain quiet about financial irregularities.

ABSTRACT Although the differential persistence of accruals and operating cash flows is a firm-specific phenomenon, research seeking to exploit the differential persistence of these earnings components typically employs cross-sectional forecasting models. We find that a model based on firm-specific estimates of the differential persistence of accruals and operating cash flows is incrementally useful for out-of-sample forecasting relative to state-of-the-art cross-sectional models. In doing so, we show that firm-specific estimates of differential persistence are particularly useful when forecasting earnings for more stable firms (e.g., more profitable, lower growth, and less levered firms). We also demonstrate that a trading strategy exploiting investors' fixation on earnings and based on firm-specific estimates of differential persistence earns statistically and economically significant excess returns that are incremental to those generated by trading strategies based on the size of accruals. These results suggest that firm-specific estimates of differential persistence are incrementally informative for forecasting and valuation. JEL Classifications: M41.