With limited budgets and increasing enrollment demands, colleges need fast, free, and practical solutions supporting academic success and retention. The Academic Reality Check (ARC) tool helps to predict traditional freshmen awareness of their own academic expectations in college quickly, supporting the financial investment being made by all…

Globally, statistical analyses have found a range of variables that predict the odds of first-year students failing to progress at their Higher Education Institution (HEI). Some of these studies have included students from a range of disciplines. Yet despite the rise in the number of criminology students in HEIs in the UK, little statistical…

Recent national research on the validity of the SAT shows that students with higher SAT scores are more likely to earn higher grades in college, and that SAT scores add about 15% more predictive power above high school grade point average (HSGPA) to estimate students' college performance (Westrick, Marini, Young, Ng, Shmueli, & Shaw, 2019).…

Our study explored how adolescents' experiences and musical preferences might relate to musical identity, and the likelihood of engaging in musical activities as adults. Participants were 170 first-year university students, both music majors and non-music majors. A questionnaire collected participants' responses regarding beliefs about music, as…

Improving graduation rates is one of the biggest missions in many universities across the country and it is surely the case on the campus of this institution. The work here presents a statistical tool box to use early academic performance as a predictor for graduation with logistic regression and machine learning techniques. The methods described…

This study was designed to examine the effect of academic advisor type on retention of first-year, full-time, four-year degree-seeking students at a mid-size research university in the western U.S., while controlling for several predictor variables identified in contemporary and seminal literature as having a potential impact on student retention.…

This paper presents the results of a national validity study examining relationships between new SAT Essay scores and first semester grades in English and writing courses, as well as first-year grade point average (FYGPA) in college. The sample includes more than 180,000 first-year students across 171 four-year institutions. Results show that…

The article presents the findings on students' reasons for studying mechanical engineering. These reasons were covered in terms of extrinsic and intrinsic motivation additionally related to selected independent variables of the sample--students' secondary school Grade Point Average, their gender and the socio-economic status. The research was…

A plethora of research spanning several decades has attempted to understand predictors of retention and graduation in undergraduate bachelor's degree programs. The topic is no less important today, as larger and larger swaths of the American population attend college each year. Studies have demonstrated that key demographic variables, indicators…

This article uses U.S. survey data (N = 15,847) to characterize the evolution of student interest in an astronomy career in the period between middle school and the beginning of college. We find that middle school students have a relatively high interest in astronomy, which sharply declines with every phase of their education. However, many of the…

This study investigated whether formative assessment is a predictor of summative assessment in a university first-year chemistry class. The sample comprised a total of 1687 first-year chemistry students chosen from the 2011 and 2012 cohorts. Both simple and multiple linear regression (SLR and MLR) techniques were applied to perform the primary aim…

Service-learning has roots deep in higher education. Community colleges and service-learning have an organic relationship as they both strive to represent and support their local communities. This study implemented propensity score matching to study the impact of service-learning on student outcomes for community college students. Much of the…

Research has shown consistently that first-generation college students are less prepared academically for college, have a higher risk for dropping out, and are less likely to obtain a degree. This study investigated the effect of first-generation students' participation in a first-year seminar (FYS) on academic achievement and persistence to the…

The purpose of this study was to understand why graduation rates of African American male students from four-year historically Black colleges and universities (HBCUs) within a six-year period were not on par with those of other races and ethnicities and, in particular, whether the reasons African American male students drop out rather than persist…

This investigation sought to determine when colleges should conduct assessments to identify first-year students at risk of dropping out. Thirty-five variables were used to predict the persistence of 2,024 first-year students from four universities in the southeastern United States. The predictors were subdivided into groups according to when they…