Aggregate investment and consumption have heterogeneous cyclical implications on firm-level earnings and the cyclical earnings patterns are associated with future abnormal returns. Earnings cyclicalities give rise to an information channel through which anticipated changes in investment and...

What is the link between stock returns and news about economic growth? Using consensus forecasts from the Philadelphia Fed's Survey of Professional Forecasters, I find that the univariate association between stock returns and GDP growth forecast surprises is indistinguishable from zero. While...

Using a financial reporting and valuation model, we investigate the construct validity of Basu's (1997) asymmetric timeliness (AT) regression coefficient as a measure of conditional conservatism in corporate financial reporting. We predict that the AT coefficient will be positive even in the...

We study the emergence of satellite imagery of parking lot traffic across major retailers as a source of alternative data in capital markets. While satellite imagery signals embed timely information for quarterly earnings announcements, stock prices do not incorporate this information prior to...

This paper investigates the usefulness of the real-time macroeconomic news-flow as a leading indicator of firm-level end-of-quarter realized earnings. Using recent advances in macroeconomics, I develop a nowcasting model for quarterly earnings and provide two main findings. First, I show that my...