Comparing Friends and Peer Tutors Amidst COVID-19 Using Social Network Analysis
COVID-19 has drastically changed the teaching patterns of higher education from face-to-face to online learning, and it has also affected students’ engagement socially and academically. Understanding the nature of students’ engagement during online learning can help in identifying related issues so...
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-02-01
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| Series: | Mathematics |
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| Online Access: | https://www.mdpi.com/2227-7390/11/4/1053 |
| _version_ | 1797619497185574912 |
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| author | Nurul Zahirah Abd Rahim Nurun Najwa Bahari Nur Syaza Mohd Azzimi Zamira Hasanah Zamzuri Hafizah Bahaludin Nurul Farahain Mohammad Fatimah Abdul Razak |
| author_facet | Nurul Zahirah Abd Rahim Nurun Najwa Bahari Nur Syaza Mohd Azzimi Zamira Hasanah Zamzuri Hafizah Bahaludin Nurul Farahain Mohammad Fatimah Abdul Razak |
| author_sort | Nurul Zahirah Abd Rahim |
| collection | DOAJ |
| description | COVID-19 has drastically changed the teaching patterns of higher education from face-to-face to online learning, and it has also affected students’ engagement socially and academically. Understanding the nature of students’ engagement during online learning can help in identifying related issues so that various initiatives can be implemented in adapting to this situation. In this study, social network analysis is conducted to gain insights on students’ engagement during COVID-19. Directed and weighted networks were used to visualize and analyze friendship as well as peer tutor networks obtained from online questionnaires answered by all students in the class. Contrasting friends and peer tutors reveals some hidden interactions between students and shines some light on dynamics of the online learning community. The results indicate that, popular and important peer tutors may not be high achievers and thus possibly contributing to the spread of misinformation in the online learning community. By comparing weighted indegree and betweenness centrality values, we suggest approaches to cultivate a healthy online learning community. This study highlights the use of social network analysis to assist and monitor students’ engagement and further formulate strategies in order to make the class a conducive online learning community, particularly in the advent of online learning in higher education institutions. |
| first_indexed | 2024-03-11T08:28:46Z |
| format | Article |
| id | doaj.art-d436c0c246bb4224beecfe9be97d6cf5 |
| institution | Directory Open Access Journal |
| issn | 2227-7390 |
| language | English |
| last_indexed | 2024-03-11T08:28:46Z |
| publishDate | 2023-02-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Mathematics |
| spelling | doaj.art-d436c0c246bb4224beecfe9be97d6cf52023-11-16T21:57:42ZengMDPI AGMathematics2227-73902023-02-01114105310.3390/math11041053Comparing Friends and Peer Tutors Amidst COVID-19 Using Social Network AnalysisNurul Zahirah Abd Rahim0Nurun Najwa Bahari1Nur Syaza Mohd Azzimi2Zamira Hasanah Zamzuri3Hafizah Bahaludin4Nurul Farahain Mohammad5Fatimah Abdul Razak6Department of Mathematical Sciences, Faculty of Science & Technology, Universiti Kebangsaan Malaysia (UKM), Bangi 43600, Selangor, MalaysiaDepartment of Mathematical Sciences, Faculty of Science & Technology, Universiti Kebangsaan Malaysia (UKM), Bangi 43600, Selangor, MalaysiaDepartment of Mathematical Sciences, Faculty of Science & Technology, Universiti Kebangsaan Malaysia (UKM), Bangi 43600, Selangor, MalaysiaDepartment of Mathematical Sciences, Faculty of Science & Technology, Universiti Kebangsaan Malaysia (UKM), Bangi 43600, Selangor, MalaysiaDepartment of Computational and Theoretical Sciences, Kulliyyah of Science, International Islamic University Malaysia, Kuantan 25200, Pahang, MalaysiaKampung Oren, Ulu Tiram, Johor Bahru 81800, Johor, MalaysiaDepartment of Mathematical Sciences, Faculty of Science & Technology, Universiti Kebangsaan Malaysia (UKM), Bangi 43600, Selangor, MalaysiaCOVID-19 has drastically changed the teaching patterns of higher education from face-to-face to online learning, and it has also affected students’ engagement socially and academically. Understanding the nature of students’ engagement during online learning can help in identifying related issues so that various initiatives can be implemented in adapting to this situation. In this study, social network analysis is conducted to gain insights on students’ engagement during COVID-19. Directed and weighted networks were used to visualize and analyze friendship as well as peer tutor networks obtained from online questionnaires answered by all students in the class. Contrasting friends and peer tutors reveals some hidden interactions between students and shines some light on dynamics of the online learning community. The results indicate that, popular and important peer tutors may not be high achievers and thus possibly contributing to the spread of misinformation in the online learning community. By comparing weighted indegree and betweenness centrality values, we suggest approaches to cultivate a healthy online learning community. This study highlights the use of social network analysis to assist and monitor students’ engagement and further formulate strategies in order to make the class a conducive online learning community, particularly in the advent of online learning in higher education institutions.https://www.mdpi.com/2227-7390/11/4/1053student engagementfriendship networkspeer tutor networksCOVID-19online learning communityhigher education |
| spellingShingle | Nurul Zahirah Abd Rahim Nurun Najwa Bahari Nur Syaza Mohd Azzimi Zamira Hasanah Zamzuri Hafizah Bahaludin Nurul Farahain Mohammad Fatimah Abdul Razak Comparing Friends and Peer Tutors Amidst COVID-19 Using Social Network Analysis Mathematics student engagement friendship networks peer tutor networks COVID-19 online learning community higher education |
| title | Comparing Friends and Peer Tutors Amidst COVID-19 Using Social Network Analysis |
| title_full | Comparing Friends and Peer Tutors Amidst COVID-19 Using Social Network Analysis |
| title_fullStr | Comparing Friends and Peer Tutors Amidst COVID-19 Using Social Network Analysis |
| title_full_unstemmed | Comparing Friends and Peer Tutors Amidst COVID-19 Using Social Network Analysis |
| title_short | Comparing Friends and Peer Tutors Amidst COVID-19 Using Social Network Analysis |
| title_sort | comparing friends and peer tutors amidst covid 19 using social network analysis |
| topic | student engagement friendship networks peer tutor networks COVID-19 online learning community higher education |
| url | https://www.mdpi.com/2227-7390/11/4/1053 |
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