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ERIC Number: EJ1344670
Record Type: Journal
Publication Date: 2022-Sep
Pages: 19
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-0007-1013
EISSN: EISSN-1467-8535
Available Date: N/A
Linking Cognitive Processes and Learning Outcomes: The Influence of Cognitive Presence on Learning Performance in MOOCs
Liu, Bowen; Xing, Wanli; Zeng, Yifang; Wu, Yonghe
British Journal of Educational Technology, v53 n5 p1459-1477 Sep 2022
Massively open online courses (MOOCs) offer learners opportunities for self-improvement and knowledge development. Linking cognitive processes and learning outcomes is helpful in supporting students learning with the help of MOOCs. Based on the cognitive presence of the Community of Inquiry framework, this study quantified the effect of cognitive presence on students' learning performance by analysing more than 400,000 posts of 13 MOOCs. First, the study built a highly predictive classification model using a machine learning algorithm to automatically identify the phases of cognitive presence in MOOC forum posts. Subsequently, multilevel modelling was used to analyse the influence of learners' cognitive presence on their learning performance. The results showed that different phases of cognitive presence influenced students' learning differently. The findings help us understand the phases and depth of students' cognitive presence and can be used as the basis for MOOCs to automatically provide appropriate cognitive feedback and support to students.
Wiley. Available from: John Wiley & Sons, Inc. 111 River Street, Hoboken, NJ 07030. Tel: 800-835-6770; e-mail: cs-journals@wiley.com; Web site: https://www-wiley-com.bibliotheek.ehb.be/en-us
Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A
Author Affiliations: N/A