Describes a study examining the usefulness of both comprehensive assessment models (utilizing computerized placement tests, high school grade point averages [GPAs] and rank, and student characteristics) and reduced models for predicting community college GPA. Suggests that comprehensive measures, including both academic and nonacademic variables, are very helpful in predicting future success. (20 citations) (MAB)