A study of the ability of different models--including the classification techniques of discriminant analysis, logistic regression, and neural networks--to predict the academic success of master's degree students in business administration suggests that prediction is difficult, but that classification and nonparametric techniques may be…

The survey was administered to high school seniors. Analysis supported 3 of the 4 hypothesized factors: Delay Avoidance (DA), Work Methods (WM), and Teacher Approval (TA). The Educational Acceptance (EA) factor was not supported. Implications for counseling are discussed. (Author/BJG)