In studies that generate course recommendations based on similarity, the typical enrollment data used for model training consists only of one record per student-course pair. In this study, we explore and quantify the additional signal present in course transaction data, which includes a more granular account of student administrative interactions…

There is a body of research which highlights the importance of students studying mathematics at an advanced level, hence policy-makers worldwide look for ways to increase the uptake of advanced mathematics. In Ireland, the Government announced the introduction of a Bonus Points Initiative which came into effect in 2012, in an attempt to increase…

Assembly Bill (AB) 705 transformed California community colleges by placing all students into transfer-level mathematics, including students with learning disabilities (SWLD). This multimethod study of one community college district explores the impact of AB 705 on SWLD. The sequential multimethod design includes three phases: 1) document…

In three studies, college student participants read a description of ambiguous (i.e., neither explicitly positive nor explicitly negative) academic feedback from a faculty member. Evaluations of the ambiguous feedback were compared across participants' gender identities and levels of social and intellectual belonging in their academic majors and…

Understanding the relationship between high-risk courses and Fall-to-Fall retention is essential to enhance student persistence and academic achievement in higher education institutions. The purpose of this study is to examine the relationship between high-risk courses and Fall-to-Fall retention of first-time, full-time students. The course data…

Introduction: A significant share of young adults lack the skills needed for the 21st-century workforce, contributing to persistent shortages of workers in middle-skill jobs--positions requiring more than a high school diploma but less than a bachelor's degree (U.S. Bureau of Labor Statistics, 2022). In response, policymakers have increasingly…

The purpose of this study was to examine patterns in high school career and technical education (CTE) coursetaking by gender and race/ethnicity across two cohorts of students over time. Using high school transcript data from the Education Longitudinal Study of 2002 (ELS:2002) and the High School Longitudinal Study of 2009 (HSLS:09), we examined…

Mathematics education faculty working in mathematics departments are commonly involved in teaching undergraduate mathematics courses, teaching and supervising postgraduate students of mathematics education, and developing mathematics teachers (pre-service and/or in-service). This paper proposes a new elective course that can be taken by either…

Gaining insight into course choices holds significant value for universities, especially those who aim for flexibility in their programs and wish to adapt quickly to changing demands of the job market. However, little emphasis has been put on utilizing the large amount of educational data to understand these course choices. Here, we use network…

Encouraging persistence, success, and interest in science, technology, engineering, and mathematics (STEM) fields of study continues to be a point of emphasis across the United States. While there does exist a body of research exploring STEM education and STEM learning, less is understood about the informal factors that may encourage STEM pursuit.…

General Education (GE) is a distinctive feature of U.S. higher education. Regional accreditation standards emphasize the inclusion of a GE component in degree programs, the identification of learning outcomes, and the assessment of those outcomes. Although GE reform is occurring on many campuses, the role of student choice of GE courses has…

This quantitative research study sought to determine the impact social media advertising had on 15 community college courses. The enrollment data was collected from these 15 courses after they had been advertised using social media, and it was compared to the enrollment data for these same courses when they were offered in 2020. The social media…

Addressing the participation rates in senior secondary mathematics courses in Australian schools remains a critically important issue. In this paper, the authors report on quantitative findings from a study in which all year 11 and year 12 (aged 17-18 years) Australian Tertiary Admissions Ranking (ATAR) students in Western Australia were invited…

For many years, the United States (U.S.) has been the country with the largest number of immigrants. As a result, policy about immigrant students' success becomes crucial since it carries not only ethical implications but also economic and societal implications. While there have been other alternatives for students' success, such as Career and…

In a higher education context, students are expected to take charge of their learning by deciding "what" to learn and "how" to learn. While the learning analytics (LA) community has seen increasing research on the "how" to learn part (i.e., researching methods for supporting students in their learning journey), the…