In the past only academic variables have performed well in the prediction of attrition. Ideally, persons in higher education would like to predict attrition prior to its occurrence, but many academic variables are not available until after the fact. Thus, the isolation of those motivational and personality variables which identify individuals as…

First-year graduate students were asked to respond to a biographical questionnaire which emphasized motivational variables in addition to the usual demographic variables. It was hypothesized that the students could select from a group of ability measures the one best indicator of how well they would do in graduate school. To test this hypothesis…

A theory, which proposed a hierarchy of determinants of student ratings of instruction, was tested. Situational variables such as class size, elective enrollment, and grade expectancy were hypothesized to be only indicators of more potent determiners. These motivational constructs were diversity of enrollment motives and subject matter interests,…