We revisit the literature on using accounting earnings to estimate firm-level systematic risk, using macroeconomic indicators rather than listed-firm indexes to measure aggregate risk. Conventional listed-firm indexes reflect an unrepresentative subset of aggregate assets and thus are expected...

Book value of equity consists of two economically different components: retained earnings and contributed capital. We predict that book-to-market strategies work because the retained earnings component of the book value of equity includes the accumulation and, hence, the averaging of past...

The relation between aggregate earnings and aggregate returns is complex and not fully understood. For example, in contrast to firm-level relations, prior literature finds aggregate earnings changes and aggregate stock returns are negatively related. This paper constructs new measures of...

Recent research shows that the implied cost of capital (ICC), measured from analyst forecasts and current stock prices, positively predicts returns at the aggregate level. In contrast, there is a strong negative relation between ICC and future returns in the cross-section. We hypothesize that...

This study demonstrates that the cross-sectional variation of systematic risk and systematic liquidity has increased from 1963 to 2008. Both have increased significantly for large-capitalization companies but have declined significantly for small-cap companies. These findings have several...