Return Predictability and Trends in Earnings Surprises

Mitchell Craig Warachka, Singapore Management University
R. Loh

Abstract

We document that trends in firm-level quarterly earnings surprises predict returns. Trends require consistency between the sign of a firm’s most recent earnings surprise and its prior earnings surprises. The return predictability of trends is not induced by the relatively large earnings surprises that define post-earnings announcement drift. Instead, trends in prior earnings surprises explain more than half of post-earnings announcement drift’s risk-adjusted return. Our evidence indicates that investors underreact to trends and therefore provides partial support for Rabin (2002)’s theory that investor expectations are influenced by the law of small numbers.