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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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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. |
format | Online Article Text |
id | pubmed-8890958 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
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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