There is widespread concern, both in the private and public sectors, about perceived declines in U.S. college graduates in STEM fields. In our sample, the proportion of science majors has remained steady over the sample period; however, the number entering our college intending to major in STEM fields has fallen. In this paper we use…

This is the fifth in a series of articles describing an attrition prediction and intervention project at the University of South Florida (USF) in Tampa. The project was originally presented in the 83(2) issue (Miller 2007). The statistical model for predicting attrition was described in the 83(3) issue (Miller and Herreid 2008). The methods and…

The objective of this study is to determine if minority and female students are more likely to persist in a science, technology, engineering, and math (STEM) major when they enroll in classes taught by instructors of their own race or gender. Using data from public 4-year universities in the state of Ohio, I analyze first semester STEM courses to…

Using longitudinal administrative data from a large elite research university, this paper analyzes the role of peers and grades in determining major persistence in the life and physical sciences. In the physical sciences, analyses using within-course, across-time variation show that ex-ante measures of peer quality in a student's introductory…

Using student level data, the characteristics of STEM and Non-STEM students are examined for attributes associated with academic success. We use fixed effects models to analyze the variables' role in attaining graduation and college GPA and find preparation and ability, as evidenced by Advanced Placement course work, mathematical ability, gender,…

Student retention is an important issue for all university administrators and faculty due to the potential negative impact of student attrition. In this study, retention rates will be studied with data from sophomore students who initially enrolled in the 2002 academic year at Arizona State University, following these students through their junior…

The main aim of this study was to gain a better understanding of why students abandon their studies, or perform less well than expected given their high school grades, and to develop predictive models that can help identify those students most at-risk at the time they enter college. This will allow teachers and those responsible for student…

A study demonstrated the use of logistic regression in conjunction with a new structural equations modeling technique for a university attrition study. The results and their methodological implications are discussed. (MSE)

Distance education cannot escape comparisons to traditional classes, and critics of distance education frequently point to the higher drop rate in distance education as evidence of its lower educational quality. While David Diaz and Ryan Cartnal note that this conclusion is a debatable one, they acknowledge that reducing drop rates in online…

The Bean and Metzner Nontraditional Undergraduate Student Attrition Model appeared to be a good model to address community college student attrition because it takes into account the environmental variables that colleges must consider to enhance persistence. A study was conducted to determine how well the Bean and Metzner Model fit with community…

Analyzes first-year retention rates for the 16 colleges of the South Carolina Technical College System, focusing on first-time freshmen enrolling full-time during the fall 1990 and 1991 semesters. Reveals that regional employment and the ratio of instructional and support expenditures per student to regional income per job are the most predictive…

Considers how institutions can retain minority group students (MGSs) and ensure that they obtain degrees. Discusses traits identified in the literature that affect MGSs' social integration, including student/student interactions, satisfaction with college life, social isolation, social support, and self-esteem. Institutions must meet students'…

Two reports of student nonpersistence at the University of Maryland, College Park (UMCP), are provided, taken from the Maryland Longitudinal Study. The first study, which examined four questions regarding students who become nonpersisters, found the following: nonpersisters had poor high school and first-semester study habits, were apt to have…

This study investigates pre-enrollment factors, particularly those related to computer confidence, in relation to persistence in the community college. Data on sex, ethnicity, reading level, high school grade point average (GPA), goal for attending college, and self-reported ability to use five computer application programs were gathered from 543…

This paper briefly reviews the literature on the common factors in effective college student retention programs, then presents a study assessing the impact of the institution's mission effectiveness as distinct from other determinants of student retention. The assessment of retention predictors and the effects of the school's mission were…