While there is an existing scholarly debate on whether less research-oriented universities disrupt or enable higher education success, we know less about students' actual study patterns beyond static indicators, such as completion or dropout. To address this gap, this article analyzes the study trajectories of bachelor's students at German…

The heterogeneous data acquired by educational institutes about students' careers (e.g., performance scores, course preferences, attendance record, demographics, etc.) has been a source of investigation for Educational Data Mining (EDM) researchers for over two decades. EDM researchers have primarily focused on course-specific data analyses of…

Academic institutions dedicate a substantial effort to ensure the academic success of their students. At the course level, teachers recommend learning paths (RLPs) for students to guarantee the achievement of their learning outcomes. In terms of performance, these kinds of approaches are deemed more effective than others based uniquely on…

Internships are considered "high-impact practices" offering students transformative opportunities to develop new skills and professional identities while immersed in workplace culture. They have also been pinpointed as key to improving student success and employment within science, technology, engineering, and mathematics (STEM) fields.…

Critical thinking is essential in academia and the workforce. Although writing can be used as a pedagogical tool for fostering deeper subject matter understanding, increased retention, and critical thinking, relatively few science courses are writing based. This writing-based introductory science course provided an opportunity for students to…

Social origin affects not only access to higher education but also how students proceed through higher education. Based on the argument that an advantageous family background facilitates linear study trajectories through parents' provision of cultural and economic resources, this article investigates study trajectories in Germany and the United…

This study aimed to examine the learning progression (LP) model of scientific imagination among undergraduate students using the Scientific Imagination Test-Verbal (SIT-Verbal) and investigated the influence of students' demographic characteristics including gender, age, and discipline on their scientific imagination. Six hundred and sixteen…

Educational process mining aims (EPM) to help teachers understand the overall learning process of their students. Although deep learning models have shown promising results in many domains, the event log dataset in many online courses may not be large enough for deep learning models to approximate the probability distribution of students' learning…

Understanding how students with low socioeconomic status finance their tuition over time can help us comprehend the impact of students' decisions on their subsequent curricular progress, graduation, or dropout. This work presents a curricular analytics approach using process mining techniques to study educational funding trajectories as processes.…

The in-between space ignites learning as individuals journey from dependence on the institution to independence from the institution. This space has hitherto been holistically undefined in the context of higher arts education. The study aims to explore such experiences within the lifeworld of student scholars in the fields of arts and design.…

Quantum information science and engineering (QISE) is a rapidly developing field that leverages the skills of experts from many disciplines to utilize the potential of quantum systems in a variety of applications. It requires talent from a wide variety of traditional fields, including physics, engineering, chemistry, and computer science, to name…

Supervision in higher education (HE) often balances the tension between fostering student autonomy and providing sufficient guidance, especially within undergraduate programs. This paper explores an under-researched area: the dynamics of group supervision in undergraduate education, specifically how students challenge their supervisor's expertise.…

There has been increasing interest in understanding the higher education experiences of students who spent time 'in care' as children, who tend to have to overcome strong barriers to educational success. Care-experienced students often thrive in higher education, although little is currently known about those who build on this success to pursue…

Learning an L2 is often said to transform an individual into a new (and improved) version of the self. This mixed-method study investigated (1) whether, and if so, in what way such a transformation occurs within the L2 learner self; and (2) whether current theories of self and motivation in the fields of SLA and psychology adequately address L2…

My dissertation consists of three chapters in the field of labor and education economics. The first chapter studies the impact of early morning classes on students' educational trajectories. The second chapter explores how college course shutouts affects students' educational outcomes. The third chapter investigates the impact of kindness on wage…