We show evidence that consistent with category-learning behavior, investors allocate more attention to macroeconomic news than to firm-specific news, such as earnings announcements. Despite the distracting effect of macroeconomic news on investor attention, we find that earnings announcements with concurrent macroeconomic news announcements actually have significantly stronger immediate market response and weaker post-earnings announcement drift. We hypothesize that the combined total attention to macroeconomic news and earnings announcements helps investors understand both the systematic and firm-specific components of earnings surprises. Consistent with the hypothesis, our results show that the macroeconomic news effect is mainly driven by firms with high exposure to macroeconomic news. Moreover, we show that the effect is stronger when macroeconomic news contains more information and for firms with greater information uncertainty. Finally, we provide evidence that macroeconomic news helps reduce stock return uncertainty and enhance stock price efficiency.

Using a clean sample of private equity placements over the period of 1999 to 2012, we examine the determinants of the discounts on private placements. Classifying various determinants into three categories, namely risk, illiquidity, and marketability, we show that risk and marketability are significant determinants of the discount on private placements over the entire sample period. However, we identify a structural break in the relation between the discount on private placements with illiquidity and, to a lesser degree, marketability. Specifically, we find that liquidity is a more important determinant during the pre-2003 period, but marketability becomes a more important determinant during the post-2003 period. We attribute the structural break to substantial changes in market microstructure during our sample period. Lower transaction costs make illiquidity less of a concern for investors, whereas more active trading by investors calls for a higher discount for the lack of marketability.