Using U.S. Department of Education 6-year college graduation rate data for 17 cohorts (1996-2002) to (2012-2018), adverse impact on Black students as compared to White students was evaluated for all 50 states and D.C. Potential relationships between state adverse impact and Black population percentage, geographic location, and political…

In the educational landscape, educational data mining has emerged as an indispensable tool for institutions seeking to deliver exceptional and high-quality education. However, education data revealed suboptimal academic performance among a significant portion of the student population, which consequently resulted in delayed graduation. This…

This study utilized the large-scale, multi-institutional CASSIE dataset to examine the impact of education abroad participation on academic outcomes for first-generation college students. Using robust multivariate matching methodology that effectively minimized self-selection bias, results showed the magnitude of benefit offered by studying abroad…

This study is a follow-up to one on the pass rates of basic writers in a large, urban Midwestern university. Students who came for eight or more mandatory writing center tutorials for their basic writing course passed at a rate of 90% or higher each semester from 2013-2016. The current study examined their graduation rates. These students…

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…

The number of students choosing to study abroad has steadily increased over the past 25 years. Immediately prior to the COVID-19 global pandemic, 10.9% of all undergraduates in the US studied abroad at some point while pursuing their degree. This rapid expansion has largely been welcomed on college campuses due to globalization and the sense that…

Using validation theory as the guiding framework, this qualitative study explored the advising experiences of 16 Hmong college students. Most participants described instances of advising that were academically and interpersonally validating. Several participants also described instances of invalidating advising experiences. This study highlights…

Six-year college graduation rates for Hispanic and White students from 17 cohorts were analyzed using data from the U.S. Department of Education's IPED System. Results from regression analyses confirmed statistically significant positive linear trends for Hispanic and White students and statistically significant differences between the two…

Online courses provide flexible learning opportunities, but research suggests that students may learn less and persist at lower rates compared to face-to-face settings. However, few studies have investigated more distal effects of online education. In this study, we analyzed 6 years of institutional data for three cohorts of students in 13 large…

There is a multitude of studies that have examined graduation rates within the traditional 4- to 6-year time frame. What fails to be captured in these studies are students who are outside the 4- to 6-year time frame. In the present study, we sought to empirically explore a cohort of students who successfully completed their bachelor's degrees at a…

Do older community college students build momentum toward graduation differently than their younger peers? One-third of students in community colleges are 25 years of age or older, and these students tend to have lower rates of graduation than their younger peers. Yet, we know little about how the factors that influence college graduation differ…

A Monte Carlo algorithm is designed to predict the average time to graduate by enrolling virtual students in a degree plan. The algorithm can be used to improve graduation rates by identifying bottlenecks in a degree plan (e.g., low pass rate courses and prerequisites). Random numbers are used to determine whether students pass or fail classes by…

This research explores the suitability of system-based simulation analysis for higher education (HE) policy-planning. A dynamic system model of the Finnish university funding system covering bachelor-level students is presented. The results show that the model captures the nature of the current funding system, which can be considered a zero-sum…

In higher education, many students do not complete their studies within the term allotted. A Dutch university implemented an intervention aimed to reduce this form of academic procrastination. The intervention consisted of three measures: (1) requiring students to acquire all first-year credits within their first year in university, (2) reducing…

The United States faces challenges in retaining students of color (SoC), women, and nonbinary individuals in Science, Technology, Engineering, and Math (STEM). This study explores the impact of a residential bridge program on STEM persistence for these groups. Participants, who were all women or nonbinary individuals and were 56% SoC and 30%…