The aim of this study was to understand the factors that affect returning students' ability to complete their degrees through online degree programs. Logistic regression was used to determine which factors had a significant relationship with persistence to graduation and how they contributed to the odds of students graduating. The findings show…

The purpose of this quantitative correlational-predictive study was to determine if and to what extent students' Cognitive Ability, first-term GPA, and ethnicity predict student graduation status from a CTE college in Texas. Student retention rates continue to be a cause for great concern for higher learning, even more so for CTE institutions.…

What happens when college students are not able to enroll in the courses they want? We use a natural experiment at Purdue University in which first-year students are conditionally randomly assigned to oversubscribed courses. Compared to students who are assigned a requested course, those who are shut out are 40% less likely to ever take the…

There is increasing attention on the retention of international students, with many stakeholders desiring to keep international students for long-term economic growth. This study examined the factors affecting international students choosing to stay in Finland 5 years after initial enrollment, with particular focus on the role graduation plays in…

Close to two million first-year undergraduates enroll in developmental education each year. According to recent national estimates, less than half of students who start in developmental education go on to complete gateway courses and less than one-third eventually earn a degree. However, more research is needed to better assess potential…

Between 2001 and 2005, higher education in Italy went through a considerable process of reform according to the "Bologna Process." This paper evaluates the effects of this process on the academic performance of students. We estimate the difference in graduation probability between students who switched from pre-reform university courses…

At many universities, more than half of students change majors at least once and a large fraction of these students change majors multiple times. The potential causes and effects of these very common behaviors are relatively understudied. This dissertation explores the college major decision-making process, both for initial and subsequent major…

Financing college expenses through an income share agreement (ISA) is an arrangement where the student agrees to pay a fixed percentage of future earned income for a designated period of time in exchange for college funding. Using administrative and survey data for all eligible applicants to a university ISA program, I estimate the adverse…

This study examined the effect of the Arizona Instrument to Measure Standards (AIMS) Scholarship on college cohort retention, college cohort completion, and college cohort time to completion--important student performance markers in an era of fiscal accountability. Over the six-year span (2006 - 2012) of this one year, renewable) full-tuition…

This study analyzes the relationship of completion of a college level personal finance course to undergraduate retention and graduation rates. Through the utilization of comparative data, results demonstrated that students who completed the personal finance course had a significantly higher probability of year to year retention and successful…

In this dissertation, I examine various factors shaping students' trajectories and opportunities later in life. In Chapter 1, I explore the role of grade retention policies. Grade retention as a remedial policy is controversial because the benefits of extra instruction time may not outweigh its costs. Previous research has primarily examined…

Despite the overwhelming evidence that higher education data are nested at various levels, single-level techniques such as regression and analysis of variance are commonly used to investigate student outcomes. This is problematic as a mismatch in methodology and research questions can lead to biased parameter estimates. The purpose of this study…

Food insecurity, a condition of limited access to nutritious food, is a critical issue for college students' health and well-being. In this report, we present results from our project that examines the long-term effects of college students' food insecurity on future socioeconomic status, wealth, and food insecurity using nationally representative…

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…

In response to the high school dropout crisis, which comes with great economic and social costs, early warning systems (EWSs) have been developed to systematically predict and improve student outcomes. The purpose of this study is to evaluate different statistical and machine learning methods to predict high school student performance and improve…