We show that the predictive power of MSCORE is related to its ability to forecast the
persistence of current-year accruals, and is most pronounced among low-accrual
(ostensibly high earnings-quality) stocks. Most of the incremental power derives from
measures of firms’ predisposition to manipulate, rather than their level of aggressive
accounting (Beneish, Vargus, & Press, 2012).