A model using four categories of college applicants (enrollment deposit paid, deposit not yet paid, applicants not yet admitted, and those who have not yet applied) that allows forecasting of freshman enrollment from any point in the admission process and simulates the effects of trends and strategies on enrollment is outlined. (MSE)

The relationship of student major choice and other individual characteristics as reported in the American College Testing Program's (ACT) pre-college Assessment Program to persistence in the college major is examined for Michigan State University students. Implications for program planning are discussed. (MSE)

A survey of graduating university students (n=165) investigated factors influencing their satisfaction with their majors. Career-related learning, communication skills, and parental influence in choice of major were the best predictors of satisfaction with major. Perceived quality of instruction and career opportunities/services were also highly…

Argues that assessment, outcomes measurement, and prediction of attrition are separate but highly interrelated phenomena, with none meaningfully understood without reference to the other two. Suggests that the assessment process be the initial exercise, followed by periodic outcomes measurement used in conjunction with the assessment data to…

Precollege quantitative measures were used to predict college persistence in natural sciences for high-achieving high school graduates. High school grades in math and science and the highest math Scholastic Aptitude Test (SAT) score were positive predictors. A Math 2 achievement test test score or projected score was the strongest predictor.…

It is more important than ever for colleges and universities to manage the resources they have and guard against unnecessary loss. Student bad debt is one loss that can be resolved. A study identified certain predictors of student bad debt, including academic indicators and student characteristics, and offers suggestions to institutions for…