About one-third of college students drop out before finishing their degree. The majority of those remaining will take longer than 4 years to complete their degree at "4-year" institutions. This problem emphasizes the need to identify students who may benefit from support to encourage timely graduation. Here we empirically develop machine…

Multiple factors influence a student's success in high school graduation. Individual factors such as disability, racial or ethnic identity, and gender may result in inequity in the school environment, interfering with learning and possibly leading to poorer educational outcomes. This secondary analysis of student educational records (N = 3,782)…

Higher education has been touted as critical to social mobility, even greater longevity; however, these benefits accrue with degree completion, and many students who begin college never earn a degree. Using the most recent Integrated Postsecondary Education Data System (IPEDS), we sought to understand variation in college completion rates and test…

Poverty levels, socioeconomic status, and financial aid are key factors influencing college graduation rates. This study examined enrollment and graduation data in the College of Agriculture & Life Sciences, North Carolina State University. The study revealed scholarships and work-study recipients graduated above the average graduation rate.…

This paper reports on the results of a study of 6,654 unique students on the type of research-related activities (e.g., undergraduate research and internships) they participated in while at California State Polytechnic University, Pomona (Cal Poly Pomona). Results indicate that the odds of graduating for students who participated in…

Students with various Diagnostic and Statistical Manual of Mental Disorders, 5th edition (DSM-5) diagnoses have increasingly enrolled in colleges and universities. Although graduation rates are lower for this group, some students succeed, and mentoring programs are increasingly part of this success. The purpose of this article is to describe a…

This paper documents several facts about graduate program graduation rates using administrative data covering public and nonprofit graduate students in Texas. Despite conventional wisdom that most graduate students complete their programs, only 58 percent of who started their program in 2004 graduated within 6 years. Between the 2004 and 2013…

This study addresses an underexplored aspect of diversity at four-year research universities: the impact of international students on their domestic peers. I explore the peer effects of international students, assessing how their presence influences domestic students' academic outcomes. Using the classroom setting as a natural experimental…

This paper aims to illustrate the extent to which structural changes and institutional modifications within the higher education landscape influenced the rates of completion, dropout, and changes in the subject of study of Swiss university students between 1975 and 2018. Using administrative data, our results indicate that the completion rate and…

STEM preparation--especially high school math course-taking--is a key predictor of college entrance. Previous research suggests that high school English learners (ELs) not only take fewer advanced math courses but also enroll in college at much lower rates than non-ELs--a group that includes former ELs. In the present study, we alter the analytic…

This brief analyzes 4-year graduation rates among students ever classified as English learners (ever-ELs) and those never classified as English learners (never-ELs) at the intersections of gender, race/ethnicity, and neighborhood income. We follow two cohorts of New York City students who entered ninth grade in 2013-2014 and 2014-2015 (N =…

This brief analyzes 4-year graduation rates among students ever classified as English learners (ever-ELs) and those never classified as English learners (never-ELs) at the intersections of gender, race/ethnicity, and neighborhood income. We follow two cohorts of New York City students who entered ninth grade in 2013-2014 and 2014-2015 (N =…

Certain introductory engineering courses have been termed gateway courses, due to high failure rates resulting in many students leaving engineering altogether. In one such course, thermodynamics, instructors intentionally formed peer-led study groups (PLSGs) with an undergraduate teaching aide (UGTA) playing a supportive facilitator role instead…

The academic achievement gap among students educated under similar resources and learning environments has been a critical issue over the past century. Exploring and identifying potential solutions to narrow these gaps is imperative, considering the profound influence these disparities have on a student's prospects. Decades of research have…

Every year, the Student Transitions Project (STP) collects post-secondary enrolment and credential completion data from the twenty-five British Columbia (B.C.) public post-secondary institutions and links this data to secondary school enrolment information via encrypted personal education numbers (PENs). Now comprising 22 complete academic years…