ERIC Number: EJ1458056
Record Type: Journal
Publication Date: 2025
Pages: 17
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-1470-3297
EISSN: EISSN-1470-3300
The Dynamics of Social Performance and Cognitive Depth between Students and Teacher in Online Discussion Forums with the SNA and LDA Approach
Wei Xu; Yuhan Chen; Leying Yang
Innovations in Education and Teaching International, v62 n1 p135-151 2025
Online discussion forums are crucial educational tools that facilitate interaction between students and teachers. We created an online discussion forum, with the teacher serving as the moderator. 58 posts and 1,955 comments were collected. We analysed these data through Latent Dirichlet Allocation to determine word cooccurrence and extract key topics from the discussions. We examined how the topics and depth of the discussion changed over time and the roles that the students and teacher played in the forum by using time-series data. The results indicate that the teacher played a crucial role in the forum by initially serving as a moderator and then guiding or prompting students to discuss certain topics. Those who participated more actively achieved higher grades, and those that were passive had lower grades at the end Overall, the online discussion forum enhanced the course by helping students understand the core materials and topics in the course.
Descriptors: Cognitive Processes, Electronic Learning, Discussion (Teaching Technique), Computer Mediated Communication, Teacher Student Relationship, Student Role, Teacher Role, Differences, Prompting, Student Participation, Academic Achievement, Change, College Students, College Faculty, Social Networks, Graphic Arts
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Publication Type: Journal Articles; Reports - Research
Education Level: Higher Education; Postsecondary Education
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A