Data mining provides both systematic and systemic ways to detect patterns of student engagement among students at hundreds of institutions. Using traditional statistical techniques alone, the task would be significantly difficult--if not impossible--considering the size and complexity in both data and analytical approaches necessary for this…

The few studies focusing on the relationships between higher education expenditures and student outcomes have produced contradictory results. This study hypothesized that the lack of consistent relationships is a function of the fact that the effects of expenditures on outcomes are mediated by student engagement. Furthermore, it is expected that…

This report is an abridged version of work performed for the National Postsecondary Education Cooperative to synthesize the relevant literature and emerging findings related to student success, broadly defined (Kuh and others, 2006). The author's purpose is to provide an informed perspective on policies, programs, and practices that can make a…

Studies of the relationships between higher education expenditures and student outcomes are relatively rare. The present research examined the relationships between higher education expenditures and students' engagement in educationally purposeful activities. Findings indicate that the relationships between expenditures and student engagement are…

Academic selectivity plays a dominant role in the public's understanding of what constitutes institutional excellence or quality in undergraduate education. In this study, we analyzed two independent data sets to estimate the net effect of three measures of college selectivity on dimensions of documented good practices in undergraduate education.…