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Sobol, Marion G. – Research in Higher Education, 1984
Multiple regression analysis was used to establish a scale, measuring college student involvement in campus activities, work experience, technical background, references, and goals. This scale was tested to see whether it improved the prediction of success in graduate school. (Author/MLW)
Descriptors: Academic Achievement, Admission Criteria, Business Administration, Data Analysis
Thomas, Emily H.; Galambos, Nora – Research in Higher Education, 2004
To investigate how students' characteristics and experiences affect satisfaction, this study uses regression and decision tree analysis with the CHAID algorithm to analyze student-opinion data. A data mining approach identifies the specific aspects of students' university experience that most influence three measures of general satisfaction. The…
Descriptors: Student Attitudes, Multiple Regression Analysis, Student Experience, Satisfaction