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…

Given the increasing popularity of online learning, the study of the user experience in online courses is relevant for the design of meaningful online learning. While there exist many checklists for online course evaluation, they focus on different items and lack consensus of common usability factors. Traditional usability studies focus on…

The proliferation of massive open online courses (MOOCs) highlights the necessity of developing accurate and diagnostic evaluation methods to assess the courses' quality and effectiveness. Hence, this study proposes a diagnostic MOOC evaluation (DME) method that combines the Analytic Hierarchy Process algorithm and learner review mining to…

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 aim of this study was to develop a scale to measure students' blended learning course experience. A total of 792 undergraduate students from Malaysia participated in this study. Exploratory factor analysis (EFA) was employed to evaluate the factor structure of the scale. As a result of EFA, three factors with 19 items that explained 68.06% of…

With the continuous development of education, personalized learning has attracted great attention. How to evaluate students' learning effects has become increasingly important. In information technology courses, the traditional academic evaluation focuses on the student's learning outcomes, such as "scores" or "right/wrong,"…

Evidence can be used to support digital course design. The aim of this paper is to discuss how teachers can develop local evidence to support digital course design. Previous research has focused on how practice can be based on research, while we have a limited understanding of how local evidence is used and produced in practice. Local evidence…

Database files and additional log files of Learning Management Systems (LMSs) contain an enormous volume of data which usually remain unexploited. A new methodology is proposed in order to analyse these data both on the level of both the courses and the learners. Specifically, "regression analysis" is proposed as a first step in the…

Undergraduate psychometrics classes often use computer-intensive active learning projects. However, little research has examined active learning or computer-intensive projects in psychometrics courses. We describe two computer-intensive collaborative learning projects used to teach the design and evaluation of psychological tests. Course…

Online education is used for a variety of purposes in higher education. Two such purposes are improving one's performance over time and understanding one's professional development in the context of online teaching and learning. Relying on data from online staff development courses delivered in five Spanish universities, this article explores…