unusually high (or low) audit fees and their expected relation with accounting quality. Abnormally high or low fees are … can clarify their relation to accounting quality. We show that the “jump” in fee residuals relative to their long …-run “sticky” average is strongly associated with lower accounting quality. Hence, a “jump” in fee residuals is a suitable proxy …