While there is consensus that taking advanced coursework in high school is strongly related to subsequent academic outcomes, well-qualified Students of Color are less likely than White students to take advanced high school courses. K12 schools have sought strategies to encourage more qualified Students of Color to take advanced courses in…

In higher education, academic advising is crucial to students' decision-making. Data-driven models can benefit students in making informed decisions by providing insightful recommendations for completing their degrees. To suggest courses for the upcoming semester, various course recommendation models have been proposed in the literature using…

Prior to the COVID-19 pandemic, online credit recovery (OCR) was the most popular use of distance learning in high schools in the United States. With high course failure rates during the height of the COVID-19 pandemic, high schools have turned to OCR to help students recover lost credit. This study examined the potential consequences of…

This memorandum provides information on Advanced Placement (AP) and International Baccalaureate (IB) course enrollment, exam participation, and exam performance during the 2023-2024 school year. During the 2023-2024 school year, 136 AP or IB courses were offered across high schools. Among the 25 comprehensive high schools, all offered AP courses,…

Considering the ubiquity, large volume of similar courses, and the huge cost of a course, it becomes imperative to understand factors affecting MOOCs course enrolments. This paper aims to investigate how the home page elements of a MOOC influence students' enrolments. The elements in the home page include course category, course description, team…

Taking advanced courses in high school predicts a broad array of positive postsecondary and labor market outcomes. Yet students from historically disadvantaged groups and low-income backgrounds have long been underrepresented in these courses. To address this problem, more than 60 districts in Washington state implemented a policy that…

Elective curriculums require undergraduates to choose from a large roster of courses for enrollment each term. It has proven difficult to characterize this fateful choice process because it remains largely unobserved. Using digital trace data to observe this process at scale at a private research university, together with qualitative student…

This article examines the relationship between student course evaluations and course selection by quantifying how changes in undergraduate course ratings correlate with changes in enrollments at a large research university in the northeastern United States. We find that an improvement in a course's overall course rating (from year t-1 to year t)…

This article presents the details of a business analytics minor that we created at our institution in the fall of 2019. In the two years since, our program has successfully met our enrollment goals. Out of over 50 minors offered at our institution, our business analytics minor is currently ranked fourth in enrollment. In this article we will…

In recent years there has been a significant growth in the number of online courses known as MOOCs available via online providers such as edX and Coursera. The result has been a marked reduction in the clarity around the different course offerings and this has created a need to reconsider the classification schemes for MOOCs to help inform…

Following national trends in both mathematics placement and developmental mathematics coursework progression, this study investigates alternative placement options that remove a developmental mathematics barrier for as many students as possible by providing alternative placement pathways. By allowing students to be placed directly into the…

This article explores gender dynamics in popular music education, focusing on the perspectives of modern band teachers across the United States. Drawing from existing literature and a survey of 390 modern band educators, the study examines the extent to which modern band teachers perceive their own gender identities influence student participation…

Using a natural experiment which randomized class times to students, this study reveals that enrolling in early morning classes lowers students' course grades and the likelihood of future STEM course enrollment. There is a 79% reduction in pursuing the corresponding major and a 26% rise in choosing a lower-earning major, predominantly influenced…

Data mining of course enrollment and course description records has soared as institutions of higher education begin tapping into the value of these data for academic and internal research purposes. This has led to a more than doubling of papers on course prediction tasks every year. The papers often center around a single prediction task and…

This study examined one strategy for dev-ed math reform, the Dana Center Math Pathways (DCMP) model. The DCMP model encouraged students to enroll in a college-level math course best suited to their field of interest and, at the time of inquiry, used a compression approach, condensing sequences of two or more developmental courses into a shorter,…