Purpose: This paper aims to investigate the relationship between the students' digital activities and their academic performance through two stages. In the first stage, students' digital activities were studied and clustered based on the attributes of their activity log of learning management system (LMS) data set. In the second stage, the…

Learning Analytics (LA) captures the digital footprint of students' online learning activity. This study describes students' navigational behavior in an e-learning setting by processing the LA data obtained from Blackboard LMS. This is an attempt to understand the navigational behavior of students and the relationship with learning performance.…

The interactive learning is a continuous process, which is full of a large number of learning interaction activities. The data generated between learners and learning interaction activities can reflect the online learning behaviors. Through the correlation analysis among learning interaction activities, this paper discusses the potential…

This study aims to test the self-determination theory (Ryan & Deci, 2000) that relates the type of gamification activities based on the student hybrid player type to the engagement of undergraduate students at a Saudi Arabia public university. By measuring the influence of the type of gamification and the hybrid player types on the student's…

For researchers seeking to improve education, a common goal is to identify teaching practices that have causal benefits in classroom settings. To test whether an instructional practice exerts a causal influence on an outcome measure, the most straightforward and compelling method is to conduct an experiment. While experimentation is common in…

Previous studies have tried to improve students' independence in online mathematics learning. However, the Flipped Learning model integrated with GeoGebra is scarce as none of the existing syntaxes accommodate the model. As the existing syntax is based on three phases: pre-class activity, in-class activity, and post-class activity. This research…

Using a qualitative multiple-case study design, this study explored the strategies employed by five Chinese teachers of English as a Foreign Language (EFL) to design activities that incorporate digital tools and visuals, aiming to enhance parent-involved interactions in online language learning settings. Grounded theory analysis of teachers'…

Google Classroom has been frequently used as an e-learning platform to substitute for Learning Management System (LMS), and the use of its features (Classwork, Stream, People, etc.) varies among teachers with different goals, focuses, and familiarity. However, research has not addressed how the selection of Google Classroom features affects…

Driven by new modes of information dissemination in this digital age and propelled by the necessity for online course delivery during the recent pandemic, online education, the current form of distance education, is not only the trend but the reality of teaching and learning today. It utilizes the internet and computer technology to offer…

Faculty development activities offered within post-secondary educational institutions tend to focus on developing skills instead of directly addressing faculty conceptual views and beliefs that may affect their successful adoption of instruction within the online environment. This qualitative multi-case study bridges a gap in the current…

This study investigated how English learners complete multimodal formative quizzes. Participants included 17,950 students enrolled in a mandatory English for Academic Purposes course at a university in Hong Kong. We retrieved data from Blackboard, a learning management system, and conducted a two-step cluster analysis to examine student…

Online higher education is experiencing growth in enrolment and development which creates a need to continually evaluate the efficacy of online course delivery. Prior research reported that performance in online education is equivalent to traditional face-to-face delivery; however, minimal research exists to identify which elements of course…

In the following paper, the author identifies two overarching challenges in developing effective online learning courses and provides an easy to implement framework to address them. The first challenge is that social activity, a key aspect to learning, often falls short in the development of online learning courses. The second challenge is student…

Due to COVID-19 pandemic, educational departments such schools, colleges, and universities have been experiencing significant disruptions. All teaching and learning activities of face-to-face learning have switched to online learning. This study provides a systemic review of the literature with the aim to investigate the effectiveness, challenges,…