Completion of remedial mathematics has been identified as one of the keys to college success. However, completion rates in remedial mathematics have been low and are of much debate across America. This study leverages machine learning techniques in trying to predict and understand completion rates in remedial mathematics. The purpose of this study…

While students have enrolled in college at increased rates since 1996, graduation rates have remained mostly stagnant (NCES, 2022). First-generation Appalachian students, specifically, had lower college completion rates but higher college enrollment rates than their peers (ARC, 2018). Since 2007, researchers have supported the use of non-cognitive…

The purpose of this study is to measure the appropriateness of the existing admissions requirements as related to the likelihood of graduation. We employ a five-year sample of students admitted into the graduate program and selected a cutoff date to allow sufficient time for most of each cohort to complete their studies. Following the general…

Background: Increasing the persistence of engineering transfer students can help meet the US national priority of increasing the number of engineering graduates. Many transfer students experience a decrease in their grade point average (GPA) at their receiving institution, known as transfer shock, which can lead to them leaving the institution.…

This correlational study utilized secondary, longitudinal data to examine the extent to which student-influenced and institution-influenced factors predict the academic success and degree completion of engineering transfer students at public four-year institutions in North Carolina. The sample included students who transferred from community…

This paper reports the results of a four-state collaboration--Illinois, New York, Texas, and Virginia--that uses Student Unit Record Database Systems that track students from high school into college. The goal is to determine whether it is possible to accurately predict whether individual students will not graduate using very early indicators…

College completion rates declined from the 1970s to the 1990s. We document that this trend has reversed--since the 1990s, college completion rates have increased. We investigate the reasons for the increase in college graduation rates. Collectively, student characteristics, institutional resources, and institution attended do not explain much of…

While achievement gaps have been widely studied, less attention has been given to how these gaps relate to students' patterns of "academic mobility"-- that is, how students' relative academic standing changes from early to later grades. Using rich administrative data from Washington state, we apply an academic mobility framework to…

This longitudinal study evaluated the efficacy of a summer bridge program (SBP) and other support services on college graduation rates at a small liberal arts school in Purchase, NY. Financially disadvantaged students (n = 136) receiving a scholarship and a summer bridge curriculum within the Manhattanville Achievement Program were compared to…

This study examines a broad array of potential indicators for early warning and college readiness indicator systems for different subgroups of English Learners in high school. Using data from 2008 through 2021 from the Chicago Public Schools, the study follows cohorts of students from eighth grade through college graduation, using logistic…

Students with Emotional Disturbance (ED) graduate from high school with a standard diploma at rates far below their peers. The present study utilised archival data of former high school students with ED and a nondisabled comparison group to examine graduation-related predictor variables. The results indicated that grade point average and…

High school GPAs (HSGPAs) are often perceived to represent inconsistent levels of readiness for college across high schools, while test scores (e.g., ACT scores) are seen as comparable. This study tests those assumptions, examining variation across high schools of both HSGPAs and ACT scores as measures of academic readiness for college. We find…

High school GPAs (HSGPAs) are often perceived to represent inconsistent levels of readiness for college across high schools, whereas test scores (e.g., ACT scores) are seen as comparable. This study tests those assumptions, examining variation across high schools of both HSGPAs and ACT scores as measures of academic readiness for college. We found…

Most recently, overall national baccalaureate degree completion rates were reported at 58.3% compared to 15.8% for transfer students who began their postsecondary enrollment at 2-year public institutions (Shapiro, Dundar, Huie, Wakhungu, Bhimdiwala, & Wilson, 2018). While several researchers have noted the numerous challenges and barriers…

Students with disabilities experience more than the usual number of challenges in their postsecondary education experiences. Students with disabilities typically receive support services from an administrative unit assigned to assist them. But these assigned administrators and their staff often have difficulty identifying the factors that are most…