The education sector has been quick to recognize the power of predictive analytics to enhance student success rates. However, there are challenges to widespread adoption, including the lack of accessibility and the potential perpetuation of inequalities. These challenges present in different stages of modeling, including data preparation, model…

In Chile many university students do not persist to graduation. Some students dropped out in the first year, others later. The objective of this study, based on students admitted to but not graduating from selective universities, was to identify factors associated with their academic success and length of persistence before withdrawal. The 707…

Student academic success plays an important role in higher education institutions, as it is often used as a core measure of university performance. Internationally, there is an extensive literature on the predictors of academic success. In addition to intellectual variables, the effects of psychological factors have received increased attention.…

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…

This study uses a logistic regression model to analyze survey data (n = 341) and predict factors influencing online course success for underserved and academically at-risk undergraduate students at a small, broad access, four-year, public Midwestern university. Three blocks of predictor variables, demographic (first generation, low income,…

There have been few research findings related to what specific characteristics or attributes might predict whether students who graduate from programs are likely to secure employment after graduation. The purpose of this non-experimental quantitative study was to identify the characteristics that differ between community college students who…

Veterans and students who are currently members of the U.S. Armed Forces have a long and rich history with higher education. Despite this, little quantitative research exists that examines factors that influence academic outcomes and provide results that can be acted upon by institutions, such as community colleges, to improve the academic…

Considerable research has been conducted on the incremental or individual influences of cognitive skills, self-regulated learning skills, and attitudes toward education on the success of learners in many levels of educational inquiry. In addition, much work has been focused on predicting student success in the first year of college, or examining…

Using data from 11 institutions, the authors investigate enrollments in intermediate microeconomics to determine characteristics of successful and unsuccessful students and follow the retake behavior of unsuccessful students. Successful students are significantly different from unsuccessful ones, and unsuccessful students differ by type…

The COVID-19 pandemic decreased college enrollment and disrupted academic progress, particularly among disadvantaged students and institutions. Just before the start of the pandemic in spring 2020, 31,511 undergraduate students attending colleges of The City University of New York responded to a survey detailing their circumstances. Lasso…

Students who are parents in higher education (HE) in the United States encounter competing demands and challenges while navigating multiple roles as parents, students, and employees. These challenges are multifaceted and can hinder their degree attainment. Using the socio-ecological model, we systematically summarised existing literature published…

This study explored the differences in student success outcomes between students enrolled in non-STEM and STEM corequisite mathematics courses at 18 postsecondary institutions across five academic years in West Virginia, using de-identified student data. The researcher analyzed this extant data to determine if student characteristics were…

Objective: ADHD symptoms are highly prevalent among university students. These symptoms, particularly the inattentive cluster, predispose students to poorer academic performance and worse academic adjustment. Moreover, ADHD symptoms are often comorbid with other common mental disorders; this comorbidity also leads to poor outcomes. South African…

More knowledge is needed regarding the student factors that impact academic reading and success in college beyond traditional measures of college readiness. This study examined the contributions of student factors specified by the Proficient Academic Reader framework--reading literacy skills, metacognitive reading strategies, and reading…

Hispanic first-generation college students (FGCS) experience more potential barriers to college success than continuing generation college students (CGCS). With an eye toward identifying ways to support students in negotiating these barriers, there were three purposes to this study. First was to understand the variability among Hispanic FGCS based…