This article presents the first iteration of the video analytics system VA4ME that enables the logging of video interactions in Moodle without the need to provide the videos by a separate plugin or website. Instead, the logging plugin injects, if allowed within a course, JavaScript code that logs video interactions and transforms these logs into…

Learning affective state is determinate to online learning. Different affective states are associated with different online learning behaviors. Given the behavioral indicators of different affective states are still to be explored, this study constructed a data-driven online learning affective state detector by analyzing the learning log data of…

The purpose of this study was to investigate the use of predictive video analytics in online courses in the literature. A systematic literature review was performed based on a hybrid search strategy that included both database searching and backward snowballing. In total, 77 related publications published between 2011 and April 2023 were…

Learning analytics dashboards (LADs) provide educators and students with a comprehensive snapshot of the learning domain. Visualizations showcasing student learning behavioral patterns can help students gain greater self-awareness of their learning progression, and at the same time assist educators in identifying those students who may be facing…

Exploring teachers' identities while teaching in the Fourth Industrial Revolution (4IR) is essential. Such assists teachers to reflect, improving their teaching through various networks. Identities are conscious thoughts interrogating subconscious thoughts that drive teachers to understand their personal needs. Eleven teachers, registered for a…

Many college students struggle to adopt effective study strategies. Although many academic support centers disseminate resources on study strategies and help students to strengthen these skills, students do not fully utilize the resources or support. This study explored using an online asynchronous discussion (OAD) board as a space to embed five…

Faculty members play a valuable role in the reputation of higher education institutions and adult learners' academic success. It is imperative for faculty members to be adept at using the institution's learning management system to maintain their instructional materials and teach using a technological system. The purpose of this study was to…

The use of videos in teaching has gained impetus in recent years, especially after the increased attention towards remote learning. Understanding students' video-related behaviour through learning (and video) analytics can offer instructors significant potential to intervene and enhance course designs. Previous studies explored students' video…

The present study aimed to examine the mediator role of academic self-efficacy and the moderator role of gender in the relation between attitude towards distance education and academic life satisfaction. The Study Group consisted of 452 participants who were studying at 3 different state universities in Turkey. The Attitude Scale towards Distance…

Massive Open Online Courses (MOOCs) can be considered an important tool for professionals to reskill and upskill as well as a cost-efficient way to stay relevant. However, evidence-based research is still needed to identify why specific categories of people, especially professionals, take paid MOOCs. The paper aims to analyze the factors that…

This study investigates factors that stimulate better academic performance for female students in learning quantitative topics, such as those involving mathematical-related tasks. We explore the differences in self-regulated learning (e.g., sources of motivation and execution of learning strategies), learning behaviors, and learning achievement of…

This paper reports an evaluation of a mobile web application, "MyFeedBack", that can deliver both feedback and marks on assignments to students from their lecturer. It enables them to use any device anywhere, any time to check on, and receive their feedback. It keeps the feedback private to the individual student. It enables and…

The recent popularity of computational thinking (CT) and the desire to apply CT in our daily lives have prompted the need for a successful pedagogical technique for learning CT in K-12 education. The application of co-design pedagogical techniques has the potential to improve students' CT learning through knowledge sharing and the creation of…