Evaluated the usefulness of three approaches for predicting college grades: traditional regression models, high-school-effects models, and hierarchical linear models. Found that both the high-school-effects and the hierarchical linear models were more accurate predictors of freshman GPA than the traditional model, particularly for lower-ability students. Contrary to expectations, the hierarchical model was not more accurate than the high-school-effects model. (EV)