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…

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…

This study proposes a knowledge graph-based big data analysis model for course quality evaluation, aiming to address issues in online education course evaluations such as semantic bias, grammatical deficiencies, vocabulary limitations, false evaluations, information distortion, and imbalanced evaluation categories. The model incorporates three…

Student engagement is an important component in online learning environments; therefore, it is important to understand the most effective methods of student engagement in online education. Many of the current methods for assessing student engagement are linked to student performance in online learning. Using person-centered Classroom Assessment…

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…

Online learning provides students greater access to higher education opportunities when regular, on-campus options are not viable. However, for administrators and educators, online learning can be difficult to assess and ensure quality, which leads institutions to use quality assurance frameworks such as the Blackboard Exemplary Course Program…

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…

As the COVID-19 pandemic caused severe disruption to education enterprises throughout the world, the main response by educational institutions was to move to online learning environments. The purpose of this study was to understand better how instructors could improve online learning for a professional-level week-long short course in a highly…

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…

Purpose: This paper aims to generate knowledge about relevant evaluation topics that align with and represent the unique character of the midwifery programme for students living in the rural and remote areas of Scotland. Design/methodology/approach: The first two central concepts of Practical Participatory Evaluation (P-PE) framed the research…

This paper uses sentiment analysis to measure student satisfaction with college business courses and instructors. The objective is to identify factors that nurture student success and satisfaction in online business courses and to determine if they differ from the characteristics most valued in face-to-face environments. Partial least squares…

This article examines the impact of course modality on student evaluation of courses and professors. Data were collected through the "Student Perception of Instruction" end of course rating form at the University of Central Florida (UCF), which contains nine items and maintains student anonymity. The findings indicate that while course…

This paper aims to have a critical evaluation of an online training module among pre-service and in-service teachers in Pakistan. The aim of this study was to provide a thorough examination of the various aspects that contribute to both satisfaction and dissatisfaction with the training module. This evaluation is critical in the process 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…