Background: Forums in massive open online courses (MOOCs) enable written exchanges on course content; hence, they can potentially facilitate learners' cognitive engagement. Given the myriad of MOOC forum messages, this engagement is commonly analysed automatically through the linguistic features of the messages. Assessing linguistic features of…

Providing an active learning environment and engaging students in classroom discussion could be quite challenging. This study used a quasi-experimental method to manipulate students' incentives for participation in group discussion to investigate its impact on students' learning outcomes. Two research methods courses taught over four years by the…

This dissertation investigates the role of multimedia applications in enhancing student engagement in higher education, with a particular focus on the dynamics of asynchronous discussion forums and lurking behaviors. Leveraging multimedia applications facilitates dynamic, inquiry-based discussions that promote deeper cognitive engagement and…

In this article, the authors offer strategies on how to make use of English language learners' (ELLs') linguistic repertoire and reframe their diverse skills as valuable assets to create more equitable and inclusive learning environments. The authors provide an example of a task that reframes language as an asset. The authors also discuss the…

Teachers who are concerned about introducing inherent biases into their classroom practices may find themselves turning to equity strategies to help randomize and equalize their practices. But these strategies, such as using popsicle sticks to randomize who a teacher calls on to ask a question, can also mitigate inequities in a different direction…

Learners in asynchronous discussion forums are inundated with diverse options when it comes to interaction. This enables the embodiment of various styles of participation. On the other hand, the affective domain tends to be overlooked in the online discussion context. The modeling of discussion activities based on both cognitive and affective…

This descriptive study focuses on using voice activity detection (VAD) algorithms to extract student speech data in order to better understand the collaboration of small group work and the impact of teaching assistant (TA) interventions in undergraduate engineering discussion sections. Audio data were recorded from individual students wearing…

Active learning, a common practice in higher education, has been shown to promote higher order thinking and skills. Class discussions have been chosen to be the medium to incorporate active learning in schools' curriculum. However, the rate of class participation could be low for certain courses. Literature has shown that the fear of negative…

Accelerating advancements in learning analytics and artificial intelligence (AI) offers unprecedented opportunities for improving educational experiences. Without including students' perspectives, however, there is a potential for these advancements to inadvertently marginalize or harm the very individuals these technologies aim to support. This…

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…

Examination of the personal characteristics (i.e., gender, participation styles) of participants and the technical infrastructure (i.e., device type, internet connection type) of Instructional Discussion Forums (IDFs) can provide functional clues for mitigating social anxiety in these settings. In this context, this research investigated variances…

This case study examined the characteristics of classroom discourse during physics lessons in two single-sex high school classes--a boys' vs. a girls' class. All lessons were taught by the same teacher and covered the same topics. For each class, six lessons were recorded, transcribed, and coded and the characteristics of the discussion were…

A core element of student-teacher partnerships, a form of student participation, is their dialogical nature. However, little research attention has been paid to communication in this context. Therefore, this study aims to gain an in-depth understanding of their deliberative communication patterns. Seventeen deliberative episodes, derived from two…

This study investigated students' turn-taking patterns during dialogic collaborative problem solving, with analysis based on the participation-shift analytical framework. 168 primary fourth-grade students were assigned to 42 groups and worked on three mathematical problems for a total of 30 minutes. Group-level analysis revealed that most students…

The need to identify student cognitive engagement in online-learning settings has increased with our use of online learning approaches because engagement plays an important role in ensuring student success in these environments. Engaged students are more likely to complete online courses successfully, but this setting makes it more difficult for…