This systematic review sheds light on the role of ontologies in predicting achievement among online learners, in order to promote their academic success. In particular, it looks at the available literature on predicting online learners' performance through ontological machine-learning techniques and, using a systematic approach, identifies the…

In this study, we investigated the impact of collaborative learning practices on the academic success of first generation college (FGC) students in one section of a general chemistry course. We implemented group problem solving and group quizzes during the lecture sessions of General Chemistry 1. Our focus was on understanding how FGC students…

Lecture Capture (LC) material is accepted to be an available and accessible resource for students in universities across the world. This exploratory study investigates the "when viewing" LC material engagement of accounting undergraduate students. Three categories of engagement are defined, Near-Event-Viewing (NEV), Get-Round-to-Viewing…

Background Study: Several meta-analysis studies have investigated the effects of mobile learning on learning performance. However, limited attention has been paid to pedagogy in mobile learning, making quantitative evidence of the effects of pedagogical approaches on learning performance in mobile learning scarce. Filling this gap can therefore…

Generating personalized learning pathways for e-learners is a critical issue in the field of e-learning as it plays a pivotal role in guiding learners towards the successful achievement of their learning objectives. The existing literature has proposed various methods from different perspectives to address this issue, including learner-based,…

This study leverages national data and a quasi-experimental design to examine the influence of enrolling in an exclusively online degree program on students' likelihood of completing their degree. We find that enrolling in an exclusively online degree program had a negative influence on students' likelihood of completing their bachelor's degree or…

Background: During the COVID-19 pandemic, online collaborative problem solving (online CPS) has become one of the most crucial learning methods to develop students' learning performance. However, it remains unclear of the effectiveness of the online CPS method on students' learning performance. Objectives: To explore the overall effect of online…

One of the major objectives of precision education is to improve prediction of educational outcome. This study combined theory-driven and data-driven approaches to address the limitations of current practice of predicting learning outcomes only using a single approach. The study identified the online learning patterns by using students'…

The paper investigates the effect of introducing a course in Web Development for Chinese students on their academic achievements and the basic competencies, using traditional and online approaches. For the experimental learning purposes, 300 students were selected from three universities located in China's largest cities: Shanghai, Beijing, and…

Students enrolled in online courses tend to be less successful as measured by the rate of A's, B's, and C's than students enrolled in face-to-face courses. Yet little work has been done addressing whether these gaps vary depending on students' broader relationship with the university, including whether they are degree-seeking students and whether…

Despite its importance, research on the dynamic nature of student engagement and its relationship with academic success is limited. In this study, we investigate the consistency of student engagement and its relationship to academic achievement. We conduct an analysis of digital trace data on students' interaction with webinars. Specifically, we…

Instructors' attention to students is vital for teaching. However, instructors' level of attention to students, which has the potential to influence students' learning across different lecture types, has yet to be fully explored. The aim of this study was to examine the impacts of the instructor's attention to students and lecture type on…

This article outlines a three-phased approach to enhancing online student-instructor interaction using asynchronous threaded discussions: check-ins. These instructor-initiated touchpoints, a form of Classroom Assessment Technique, are staged throughout the grading period to help affirm online presence, clarify expectations, monitor performance,…

This study aims to compare the impact of hybrid learning and online learning on students' understanding of concepts at the college level. The type of research used in this study was a quasi-experimental control group design. This research data collection technique was obtained from 100 students who attended civic education lectures. The number of…

As an effective teaching method, digital storytelling has gained significant prominence in the field of education in recent years. In contemporary digital storytelling instruction, stories are often presented through interactive whiteboards, computers, smartphones, or tablets. The introduction of immersive virtual reality (IVR) technology makes…