Undergraduate students often have a choice about the modality in which they complete a particular course (in-person or online), and their decisions can be more complex than scholarship suggests. Most studies of modality choice have relied exclusively on closed-form, quantitative surveys; and this approach has denied students the opportunity to…

Background: Learners in a given massive open online course (MOOC) are usually provided with the same learning materials, guided by the same syllabus, and assessed in the same format. This "one-size-fits-all" approach constrains learners' ability to reap the optimal benefits from online learning. Objectives: This study aims to…

Pupils' subject choices at the level of secondary education critically determine the tertiary fields of study that they can pursue. This study used multinomial logistic regression models to investigate the extent to which the final report card grades of ninth-grade students predicted their choices of subject combinations at the senior general…

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 this paper, we examine the impact of a change to federal financial aid policy that gave aided students increased access to course retaking. Prior to Fall 2011, students receiving federal financial aid could not count repeated coursework toward their full-time enrollment count, despite many universities rolling out course retaking and grade…

What happens when college students cannot enroll in the courses they want? Using conditional random assignment to oversubscribed courses at a large public university, we find that a course shutout reduces the probability that a student ever takes any course in the corresponding subject by 30%. Course shutouts are particularly disruptive for female…

This prospective study adopted Vygotsky's concept of perezhivanie to examine students' lived experiences in learning mathematics and how they were related to subject choice plans and actual decisions. Most research has considered students' mathematics subject choice as a decision predictable using important cognitive and social variables. Due…

A common conclusion drawn from publicly available Higher Education Statistics Agency (HESA) data releases is that Higher Music Education (HME) courses have a predominantly male population. However, HESA data has key issues when examining HME courses: which courses are reported as 'music' courses to HESA; how do universities decide which courses…

Higher-level mathematics courses in upper secondary school serve as a critical filter to future educational courses and careers in Science, Technology, Engineering and Mathematics (STEM). However, the percentage of senior school students in Australia undertaking higher-level mathematics courses is decreasing. Given that these courses provide…

The number of students opting for science subjects, particularly biology, beyond compulsory school level has been decreasing substantially in recent decades in Mauritius. This decline is of major concern when scientific literacy and the need for science-based employment are considered fundamental to face both local and global challenges. Although…

Establishing early academic momentum via credit accumulation is strongly associated with community college student success. Using data from one of the nation's largest and most racially diverse community college systems, our quasi-experimental study examined how different first-semester credit loads influenced persistence. For part-time students…

Students' postsecondary course-taking is of interest to researchers, yet has been difficult to study at large scale because administrative transcript data are rarely standardized across institutions or state systems. This paper uses machine learning and natural language processing to standardize college transcripts at scale. We demonstrate the…

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…

In the fall of 2019, the City University of New York (CUNY) Office of Academic Affairs (OAA) provided colleges with updated guidance for designing and delivering evidence-based corequisite courses and set a timeline for the phaseout of traditional, standalone remediation by fall 2022. This CAPR report describes findings from research exploring the…

Natural phenomena and scientific issues are intrinsically interdisciplinary. Students need to study a variety of academic disciplines in the natural sciences to explain a phenomenon or its related problems. Our goal in the current study was to examine the epistemological foundation of students' interdisciplinary understanding of carbon cycling…