Districts now have access to a wealth of new information that can help target students with appropriate supports and bring focus and coherence to college readiness efforts. However, the abundance of data has brought its own challenges. Schools and school systems are often overwhelmed with the amount of data available. The capacity of districts to…

This study explored how logit, probit, and more traditional linear regression techniques compare in predicting college student retention, using data provided by registrars from a national sample of colleges and universities. Results showed little practical difference among the techniques, despite theoretical advantages offered by the first two.…

A model of student persistence that considers the role of student finances and student financial aid was investigated in 1980, with a focus on federal campus-based aid. Linear Structural Relations (LISREL), a more versatile technique than traditional path analysis, accounted for 42 percent of the variance in the persistence of 343 new freshmen…

A study with 2,453 college students investigated the construct validity of the student commitment to institution as a factor in academic persistence. Results suggest factors such as institutional quality, practical educational utility, student-institution fit, and loyalty to institution were more predictive of persistence than similarity of…

This paper on postsecondary outcomes illustrates a technique to determine whether or not mainstream models are appropriate for predicting educational outcomes of American Indians (AIs) and Alaskan Native (ANs). It introduces a prominent statistical procedure to assess models with empirical data and shows how the results can have implications for…

This study evaluated effects of two governmental financial aid programs to increase student access to higher education: the Florida Bright Futures Scholarships (FBFS) and the Federal Tuition Tax Credit (FHOPE). The FBFS program, similar to the Georgia HOPE (Helping Outstanding Pupils Educationally) scholarship program, rewards academic performance…

This paper describes an initial effort to provide a carefully reasoned, factually based, systematic analysis of teacher pay in comparison to pay in other occupations available to college-educated workers. It also reports on the sensitivity of these salary comparison estimates to differences in certain characteristics of the labor force, such as…

This study describes the use of event history modeling as a tool for understanding student departure from college. Using data from the National Center for Education Statistics High School and Beyond (HS&B)/Sophomore Cohort longitudinal study a detailed history of individual students' college careers was constructed using a regression-like…