Problems with using stepwise analytic methods are discussed, and better alternatives are illustrated. To make the illustrations concrete, an actual data set, involving responses of 91 medical school admissions directors to 30 variables, was used. The 30 variables involved perceptions of barriers to medical school with respect to characteristics of…

This study analyzed the retention and completion rates of international students seeking a master's degree at an American university. Records of 866 international students from 1987-2002 were investigated. Of these, 622 graduated, 92 dropped out of the program, and 152 are still active. Predictor variables analyzed to determine retention to degree…

Evaluates the effectiveness of five admission models in predicting student performance in a Masters of Business Administration program. Found the regression model predicts graduate success better than the other models, but none of the models improved upon the admission officer's judgment. (Author/JAC)