Revisiting the empirical linkages between stock returns and trading volume

► This paper investigates the empirical linkages between stock returns and trading volume. ► We find strong evidence of asymmetry in contemporaneous correlation between returns and volume. ► Stock return is capable of predicting trading volume in both bear and bull markets.