This study examined the degree to which change in examination preparation for graduate statistics was related to measures of attribution, expectancy, prior performance, perceived success/failure, and satisfaction. Performance was the single best predictor of change in preparation. Three attribution measures and satisfaction contributed unique predictive variance, whereas expectancy did not. (Author/RD)