Online learning has developed rapidly and billions of learners have participated in various courses. However, the high dropout rate is universal and learning performance is not satisfactory. Fortunately, learners have posted a large number of reviews which express their feedback opinions. The fine-grained aspects and opinions existing in reviews…

Massive open online courses (MOOCs) offer rich opportunities to comprehend learners' learning experiences by examining their self-generated course evaluation content. This study investigated the effectiveness of fine-tuned BERT models for the automated classification of topics in online course reviews and explored the variations of these topics…

Introductory classes are often a student's first exposure to foundational knowledge, careers, and faculty in an academic major. The characteristics of introductory exercise science courses, as well as faculty impressions of course benefits and areas for improvement, were explored in this study. Electronic survey data from 181 universities around…

This research assesses the extent to which asynchronous online STEM courses at a public university integrate Merrill's First Principles of Instruction. Through a quantitative content analysis of thirty unique online courses within the College of Arts and Sciences, the study investigates the extent, if any, to which these courses embody principles…

Learner satisfaction is an important element in online learning because it impacts achievement motivation, success, and retention. It was the purpose of this study to develop an instrument that measures the satisfaction of learners in online learning environments. Data were collected from 335 students at higher education institutions. The Online…

COVID-19 has recently driven a shift in formal education environments through the transition from on-campus to online learning. The urgency of this transition has challenged the traditional perception of what a higher education experience should look like for educators and higher education institutions. However, flexibility in the delivery of…

The study aims to examine the role of course evaluation and digital platforms in students' online learning and satisfaction. The target population was students from public and private educational institutes in Pakistan. Data were gathered through an e-questionnaire and 652 responses were analysed using the partial least squares structural equation…

The COVID-19 pandemic had a significant impact on the delivery of undergraduate courses around the world, and this was no different for the Biochemistry Capstone course offered to Weill Cornell Medicine-Qatar's second year pre-medical students during the 2021 spring semester. The course, which was previously delivered in-person and offered an…

The novelty of this study is in developing a conceptual model for predicting the non-linear relationships between human-computer interaction factors and ease of use and usefulness of collaborative web-based learning or e-learning. Ten models (logarithmic, inverse, quadratic, cubic, compound, power, s-curve, growth, exponential, and logistic) were…

Online courses often include interface designs that do not support a positive learner experience. Literature shows a variety of heuristics to detect issues of online courses. While heuristic-based inspection of usability is a dominant method for evaluating digital systems, these methods cannot be easily transferred to online courses. To close this…

Purpose: The purpose of this paper is to present the process of building a model that identifies criteria that determine the quality of virtual postgraduate programs. In the Colombian context, there are no national criteria/standards to evaluate the quality of this type of program. This proposed model is implemented in a public university that has…

Purpose: Online learning and the use of technology-based learning management systems (LMS) are on the rise in higher education. The purpose of this study is to explore how the frequent use of these LMS mediates the relationship between three types of learner interactions and student outcomes. Design/methodology/approach: This was an exploratory…

High-quality digital learning experiences are built on the foundational principles of providing equitable, inclusive, accessible learning environments for all students. In addition, high-quality digital learning experiences are well-organized and thoughtfully designed. These experiences rely on instructional design principles and strategies to…

Online learning has become an important advance in education in the last decade. We developed an online learning system related to land and tree measurements. University students were given pre- and postexposure surveys for two courses offered within the online system. Surveys were designed to assess whether the knowledge level and confidence of…

The COVID-19 pandemic and shift to remote instruction disrupted students' learning and well-being. This study explored undergraduates' incoming course concerns and later perceived challenges in an introductory statistics course. We explored how the frequency of concerns changed with the onset of COVID-19 (N=1417) and, during COVID-19, how incoming…