Colleges have increasingly turned to predictive analytics to target at-risk students for additional support. Most of the predictive analytic applications in higher education are proprietary, with private companies offering little transparency about their underlying models. We address this lack of transparency by systematically comparing two…

While much is known about faculty time allocation, we know very little about how traditional managerial factors influence faculty time allocation behaviors. We know even less about the possible downsides associated with relying on these traditional managerial factors. Using survey data from the National Science Foundation/Department of Energy…

Prior research studies associated the employment of part-time faculty with student degree and/or certificate completion (Benjamin, 2002; Ehrenberg & Zhang, 2005; Jacoby, 2006; Leslie & Gappa, 2002; Umbach, 2008; Umbach & Wawrzynski, 2005). To date, institutional-level data have been utilized to investigate whether such employment…

The purpose of this chapter is to discuss the conceptual, methodological, and statistical challenges in selecting appropriate peer institutions for comparative purposes. The authors' approach embraces a Western scientific tradition that physical things and phenomena can be "reduced into a set of key variables--identifiable parts--that make key…

While e-learning is now characterized by a past and trends within that past, there continues to be uncertainty about how e-learning is defined and conceptualized, whether or not we like e-learning, and whether or not it is as meaningful to us as face to face learning. The purpose of this study was to document the e-learning perceptions of students…

College student self-reported gains are used frequently in institutional research and in general research on college outcomes (Gonyea, 2005). These self-report measures serve not only to identify experiences and programs associated with student growth but also to draw comparisons across colleges and universities. The vast majority of institutions…

This methodological note illustrates how a commonly used calculation of the Delta-p statistic is inappropriate for categorical independent variables, and this note provides users of logistic regression with a revised calculation of the Delta-p statistic that is more meaningful when studying the differences in the predicted probability of an…

Using multi-institutional data from the Cooperative Institutional Research Program's (CIRP) annual survey of entering freshmen, the Higher Education Research Institute's (HERI) Faculty Surveys, campus registrars' offices, and IPEDS data, we evaluated the extent to which peer institutional retention climates and faculty perceived campus climates…

Studying factors that predict bachelor's degree attainment has generated considerable empirical interest over the past few decades. Relatively few studies, however, have focused on community college transfer students and the unique factors that predict their educational outcomes. Utilizing the National Education Longitudinal Study of 1988 and…

It has been more than a decade since the U.S. Congress enacted the "Student Right-to-Know and Campus Security Act," which requires colleges and universities to make public their six-year degree completion rates. Based on the "Student Right-to-Know and Campus Security Act," prospective students and their parents are being encouraged to make…