We investigate whether investors are misled by firms that exclude particular expenses in calculating non-GAAP earnings in order to beat analysts' earnings forecasts. Our empirical analyses suggest that firms that pursue a strategy of non-GAAP reporting to beat analysts' earnings forecasts not...

This paper investigates whether and how the initiation of Credit Default Swaps (CDS) trading affects analyst optimism. First, we document that analyst forecasts become less optimistic after the initiation of CDS trading. Second, we find that the dampening effect of CDS on analyst optimism is...

Crowdsourcing — when a task normally performed by employees is outsourced to a large network of people via an open call — is making inroads into the investment research industry. We shed light on this new phenomenon by examining the value of crowdsourced earnings forecasts. Our sample...

Crowdsourcing — when a task normally performed by employees is outsourced to a large network of people via an open call — is making inroads into the investment research industry. We shed light on this new phenomenon by examining the value of crowdsourced earnings forecasts. Our sample...

Our paper examines the association between components of analysts' earnings surprises and future earnings. We decompose the analysts' earnings surprise into its revenue, pretax margin, pretax income, and tax components. After controlling for current period earnings and discretionary accruals, we...

Under the assumption that audit quality relates positively to unobservable financial reporting reliability, we investigate whether audit quality is associated with the predictability of accounting earnings by focusing on analyst earnings forecast properties. The evidence shows that analysts'...

Managerial behavior differs considerably when managers report quarterly profits versus losses. When they report profits, managers seek to just meet or slightly beat analyst estimates. When they report losses, managers do not attempt to meet or slightly beat analyst estimates. Instead, managers...

We investigate the relation between two market anomalies to provide insights into analysts' role as information intermediaries. Prior research finds that accruals and analyst earnings forecast revisions predict future returns. We find that the accrual and forecast revision strategies generate...

Existing research documents that firms employing relatively high levels of stock option-based compensation more frequently report quarterly earnings that meet or exceed analysts' forecasts. This paper examines the roles of income-increasing accounting choices and management guidance to analysts...

We investigate whether clear disclosure of comprehensive income (CI) facilitates detection of earnings management by buy-side financial analysts and predictably affects their security price judgments. Because analysts and investors often must sort through voluminous footnotes and non-financial...