We examine whether cross-firm return predictability is associated with accounting quality (AQ), and find that stock returns of good AQ firms significantly positively predict one-month-ahead stock returns to industry- and size- matched poor AQ firms. In testing a delayed-information-processing...

We find that IPO firms engage in real and accrual earnings management during the IPO and that big-N audit firms constrain discretionary expenses-based and accrual-based manipulations. The restriction of these forms of earnings management leads IPO firms to resort to a higher level of sales-based...

We find that firms with higher gender and racial diversity of inventors have significantly superior stock returns than firms with more homogeneous inventors. A long-short value-weighted portfolio of firms, ranked on inventor diversity (ID), earned a four-factor alpha of 4.32% per year. The...

Applying a “co-coverage” concept to the Dow Jones Newswire articles, we propose to identify each firm's news-based peers (NBPs) and thereby construct a time-varying firm-centric grouping aimed to augment existing industry classification schemes. The advantage of NBP-augmented schemes over...

In a model where investors disagree about the fundamentals of two stocks, the state price density depends on investor disagreements for both stocks, especially the larger stock. This implies that disagreement among investors in a large firm has a spillover effect on the pricing of other stocks...

Using recent advances in network theory, we estimate the intra-industry connectedness for US publicly traded companies going back to the 1920s. We develop a stock-level composite centrality measure that captures multiple dimensions of a stock's interdependence with its industry peers. Using our...