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Looking at MOOC discussion data to uncover the relationship between discussion pacings, learners’ cognitive presence and learning achievements

The MOOCs (Massive Open Online Courses) forum carries rich discussion data that contains multi-level cognition-related behavior patterns, which brings the potential for an in-depth investigation into the development trend of the group and individual cognitive presence in discourse interaction. This...

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Detalles Bibliográficos
Autores principales: Liu, Zhi, Kong, Xi, Liu, Sannyuya, Yang, Zongkai, Zhang, Cuishuang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8890958/
https://www.ncbi.nlm.nih.gov/pubmed/35261550
http://dx.doi.org/10.1007/s10639-022-10943-7
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author Liu, Zhi
Kong, Xi
Liu, Sannyuya
Yang, Zongkai
Zhang, Cuishuang
author_facet Liu, Zhi
Kong, Xi
Liu, Sannyuya
Yang, Zongkai
Zhang, Cuishuang
author_sort Liu, Zhi
collection PubMed
description The MOOCs (Massive Open Online Courses) forum carries rich discussion data that contains multi-level cognition-related behavior patterns, which brings the potential for an in-depth investigation into the development trend of the group and individual cognitive presence in discourse interaction. This paper describes a study conducted in the context of an introductory astronomy course on the Chinese MOOCs platform, examining the relationship between discussion pacings (i.e., instructor-paced or learner-paced discussion), cognitive presence, and learning achievements. Using content analysis, lag sequential analysis, logistic regression, and grouped regression approaches, the study analysed the online discussion data collected from the Astronomy Talk course involving 2603 participants who contributed 24,018 posts. The findings of the study demonstrated the significant cognitive sequential patterns, and revealed the significant differences in the distribution of cognitive presence with different discussion pacings and learning achievement groups, respectively. Moreover, we found that the high-achieving learners were mostly in the exploration, integration, and resolution phase, and learner-paced discussion had a greater moderating effect on the relationship between cognitive presence and learning achievements. Based on the findings and discussion, suggestions for improving the learners’ cognitive presence and learning achievements in the MOOC environment are discussed.
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spelling pubmed-88909582022-03-04 Looking at MOOC discussion data to uncover the relationship between discussion pacings, learners’ cognitive presence and learning achievements Liu, Zhi Kong, Xi Liu, Sannyuya Yang, Zongkai Zhang, Cuishuang Educ Inf Technol (Dordr) Article The MOOCs (Massive Open Online Courses) forum carries rich discussion data that contains multi-level cognition-related behavior patterns, which brings the potential for an in-depth investigation into the development trend of the group and individual cognitive presence in discourse interaction. This paper describes a study conducted in the context of an introductory astronomy course on the Chinese MOOCs platform, examining the relationship between discussion pacings (i.e., instructor-paced or learner-paced discussion), cognitive presence, and learning achievements. Using content analysis, lag sequential analysis, logistic regression, and grouped regression approaches, the study analysed the online discussion data collected from the Astronomy Talk course involving 2603 participants who contributed 24,018 posts. The findings of the study demonstrated the significant cognitive sequential patterns, and revealed the significant differences in the distribution of cognitive presence with different discussion pacings and learning achievement groups, respectively. Moreover, we found that the high-achieving learners were mostly in the exploration, integration, and resolution phase, and learner-paced discussion had a greater moderating effect on the relationship between cognitive presence and learning achievements. Based on the findings and discussion, suggestions for improving the learners’ cognitive presence and learning achievements in the MOOC environment are discussed. Springer US 2022-03-03 2022 /pmc/articles/PMC8890958/ /pubmed/35261550 http://dx.doi.org/10.1007/s10639-022-10943-7 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Liu, Zhi
Kong, Xi
Liu, Sannyuya
Yang, Zongkai
Zhang, Cuishuang
Looking at MOOC discussion data to uncover the relationship between discussion pacings, learners’ cognitive presence and learning achievements
title Looking at MOOC discussion data to uncover the relationship between discussion pacings, learners’ cognitive presence and learning achievements
title_full Looking at MOOC discussion data to uncover the relationship between discussion pacings, learners’ cognitive presence and learning achievements
title_fullStr Looking at MOOC discussion data to uncover the relationship between discussion pacings, learners’ cognitive presence and learning achievements
title_full_unstemmed Looking at MOOC discussion data to uncover the relationship between discussion pacings, learners’ cognitive presence and learning achievements
title_short Looking at MOOC discussion data to uncover the relationship between discussion pacings, learners’ cognitive presence and learning achievements
title_sort looking at mooc discussion data to uncover the relationship between discussion pacings, learners’ cognitive presence and learning achievements
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8890958/
https://www.ncbi.nlm.nih.gov/pubmed/35261550
http://dx.doi.org/10.1007/s10639-022-10943-7
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