In September 2009, Thomson Reuters (TR) discontinued its practice of relying on analysts to determine the treatment of unexpected charges and gains in favor of their immediate exclusion from GAAP earnings. Adopting a difference-in-differences approach, we show that this plausibly exogenous...

Street earnings are non-GAAP earnings, adjusted for consistency with the analyst majority basis and disseminated by forecast data providers (FDPs). We find that the time it takes an FDP to incorporate street earnings in its products (activation delay, hereafter) reflects variation in the...

Our analyses are based on the observation that the portion of change in enterprise value captured in earnings differs according to the source of value change. These sources are: (1) cash flows to/from debt holders, equity holders, and/or cash reserves; and, (2) changes in value of assets in...

Using both investor- and stock-level data, I examine the relation between stockholders' unrealized returns since purchase and the market response to earnings announcements. I demonstrate that stockholders' unrealized gain/loss position moderates their trading behavior in response to earnings...

We present new evidence that highlights the role of information intermediaries in the distribution and processing of earnings estimates in capital markets. We find that the time taken to activate an analyst's earnings forecast in the Thomson Reuters Institutional Brokers' Estimate System is...

We investigate whether management's decision regarding the recognition of the valuation allowance (VA) for deferred tax assets provides incremental information about the persistence of accounting losses. We introduce a classification scheme that assigns loss firm-years into three categories...

We investigate the incremental market reaction to first-time going concern audit reports (GCARs) relative to similarly distressed non-GCAR firms. We utilize a matched-sample research design to show that first-time GCARs are associated with incremental negative abnormal returns and increases in...

We use the k-nearest neighbors (i.e., k-NN) algorithm to forecast a firm’s annual earnings by matching its recent trend in annual earnings to historical earnings sequences of “neighbor” firms. Our forecasts are more accurate than forecasts obtained from the random walk, the regression...

We investigate whether management's decision regarding the recognition of the valuation allowance for deferred tax assets (VA) under ASC 740 provides incremental information about the persistence of accounting losses. We introduce a classification scheme that assigns loss firm-years into three...