In online courses, discussion forums play a key role in enhancing student interaction with peers and instructors. Due to large enrolment sizes, instructors often struggle to respond to students in a timely manner. To address this problem, both traditional machine learning (ML) (e.g., Random Forest) and deep learning (DL) approaches have been…

This study explores the combination of course structure, prompt type, and characteristics of discussion posts and their relationships with intersubjectivity. A content analysis measured the intersubjectivity of peer responses by analyzing the interaction analysis model (IAM) phase of each post and comparing with the IAM phase of the previous post.…

Background: Instructors often try to promote student engagement with discussion boards in learning management systems (LMS) like Canvas. Although convenient, alternatives like the social media platform Reddit may be more effective. Method: A non-randomized controlled trial compared the use of Canvas and Reddit in two sections of two undergraduate…

Sentiments expressed on massive open online course (MOOC) discussion forums significantly influence learning effectiveness and academic performance. The evolution of learning sentiments on MOOC discussion forums is a dynamic process; however, a gap exists in the current understanding of the interplay between evolving sentiments and their impact on…

Teacher feedback is the key to online collaborative discussion. To investigate the effects of different forms of teacher feedback intervention on learners' cognitive and emotional interactions in online collaborative discussion, this study collected collaborative discussion text data of online collaborative learners. Based on the framework of…

Online discussion is one of the frequently used learning activities in an e-learning process. Learners can exchange opinions and thoughts with their peers through online discussion, stimulate their different viewpoints on the discussion topics, and enhance the learning effectiveness of e-learning. However, most learners mainly take an effort on…

This study uses self-determination theory to examine the effect of gamification on the students' behavioral, emotional, and cognitive engagement in online discussion forums by providing more instructor badges than automatic badges and using a quasi-experimental one-group pretest-posttest design. Behavioral engagement was measured using the number…

Over the past 20 years, researchers have begun to examine data from asynchronous computer-mediated student discussions in courses. Some results have shown students to demonstrate lower or mid-level thinking skills, while others suggest students routinely demonstrate higher-order thinking skills. The authors investigated the relationship between…

A Massive Open Online Course (MOOC) is a model for delivering learning content online to any person who wants to take a course, with no limit on attendance. The MOOC industry is growing rapidly, fueled by students interested in free higher-education learning, and the universities and venture capitalists willing to fund the courses. This paper…

Collaborative problem solving (CPS) is a 21st-century skill essential for learning gains, workplace success, and tackling increasingly complicated global problems. Group diversity plays a vital role during collaborative activities, especially in a digital space. Although CPS involves dynamic communication behaviors, few studies have considered the…

The free inquiry approach based on blended learning is a learning approach that is carried out by combining face-to-face and online lectures which gives students the freedom to find problems and solve problems independently, design procedures or steps collaboratively by sharing and discussing with friends. Hence, this learning approach is…

Having discussions and working together in groups with other learners is the indicator of the collaboration aspect of engagement. Collaborative engagement can be fostered through active learning approaches, since they provide more opportunities for interaction among learners. In Process Oriented Guided Inquiry Learning (POGIL) classrooms, small…

The website Reddit has received scant attention from educational researchers despite the presence of numerous teaching-related subreddits that host thousands of threaded conversations. The purpose of this study was to provide an initial comparison of discussions occurring in several different affinity spaces on Reddit. Because of the lack of…

As the number of students learning in online and flipped contexts grows, an important question arises: to what extent is it necessary to have places or activities where students interact regarding course content? The present paper looked at three flipped learning environments: one with no online collaboration, one featuring an online discussion…

Evaluation of "e-Learning", or arguably "e-Delivery", is difficult. One reason is that comparisons are often made between different courses delivered using various delivery modes, making such comparisons hard to justify. The Business School at a university in the United Kingdom reportedly delivers the same postgraduate course…