Project-based Learning (PBL) provides an effective environment for collaborative engineering design education. However, it is difficult to assess students' engagement and provide process-oriented feedback on their collaboration due to limited resources and scalability challenges. This paper presents an empirical study examining the application of…

Background: Investigating emotion sequence patterns in the posts of discussion forums in massive open online courses (MOOCs) holds a vital role in shaping online interactions and impacting learning achievement. While the majority of research focuses on the relationship between emotions and interactions in MOOC forum discussions, research on…

Online discussion forums are highly valued by instructors due to their affordance for understanding class activities and learning. However, a discussion forum with a great number of posts requires a large amount of time to view, and help requests are easily overlooked. Various machine-learning--based tools have been developed to help instructors…

Purpose: Synchronous virtual classes are becoming more common as universities expand access. However, instructors can feel hesitant as they move to a new style of teaching, especially if they are not sure their chosen pedagogy will work with virtual instruction. The purpose of this dialogic analysis is to examine the experiences of a dialogic…

Online instructors have identified several issues that must be addressed to facilitate better online learning experiences, including authentic experiential education, building community, technology for remote learning, and supporting learners. Online forums are often used by users to express their frustrations, feelings, jokes, and even…

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…

The use of #digitalpowerups is a technique that involves associating keywords with prompts in online discussion forums, which enables students to have more choice and voice. These powerups not only help structure responses but also enrich discussions and develop academic skills necessary for online assignments. The approach leverages the social…

Instructor participation plays a crucial role in asynchronous online discussions, as the approach taken can potentially impact student performance. This study compared two instructor participation approaches: replying to student posts on public discussion boards and commenting on student posts on private grade pages. It examined the impact on both…

This quasi-experimental study compares text-centered dialogs between two groups of intermediate second language (L2) French learners: traditional face-to-face (FTF) discussion groups; and groups who annotated and discussed texts through the digital social annotated reading (DSAR) platform, "Hypothes.is." All participants read the same…

Previous studies have confirmed the benefits of small group sizes in asynchronous online discussions. However, there is no consistency in which small group size is the optimal option for maximizing students' discussion performance. Moreover, few researchers attempted to apply the smallest group size (i.e., one-on-one) to online discussions and…

Computational risk detection holds promise for shielding particularly vulnerable groups from online harm. A thorough literature review on real-time computational risk detection methods revealed that most research defined 'real-time' as approaches that analyze content retrospectively as early as possible or as preventive approaches to prevent risks…

The move to digital, and now hybrid, education has defamiliarised teaching practices and unsettled experiences of what it means to be and to engage at university. In this article, I examine what new questions evolving teaching and learning practices provoke with regards rethinking notions of the body, and concepts of presence and absence.…

Creating an online learning environment that engages learners beyond the given course period is challenging. Open, participant-driven discussion forums, where participants are provided with greater agency on what to learn, how to learn, and whom to learn with, have a unique potential to help learners engage in learning experiences based on their…

The absence of instructional support during peer feedback prevents students from engaging with peer feedback. This study adopted regulated dialogic feedback as the instructional foundation and investigated its impact on students' engagement using an experimental research design. Students in the experimental group (n = 26) performed the feedback…

Background: Online discussion is one of the commonly used tools to enhance students' interactions and engagements in online courses, but it is not clear how social presence in online discussions impacts students' learning and what kinds of interactions we should encourage. Social network analysis provides a new methodology to investigate how…