Digital Learning Platforms and Peer Influence: Analysis of Performance and Collaboration

被引:0
作者
Pesovski, Ivica [1 ]
Jolakoski, Petar [1 ,2 ]
Kubincova, Zuzana [3 ]
Herzog, Michael [4 ]
Trajkovik, Vladimir [5 ]
机构
[1] Brainster Next Coll, Skopje, North Macedonia
[2] Macedonian Acad Sci & Arts, Res Ctr Comp Sci & Informat Technol, Skopje, North Macedonia
[3] Comenius Univ, Bratislava, Slovakia
[4] Magdeburg Stendal Univ, Magdeburg, Germany
[5] Ss Cyril & Methodius Univ, Fac Comp Sci & Engn, Skopje, North Macedonia
来源
EMERGING TECHNOLOGIES FOR EDUCATION, PT II, SETE 2023 | 2024年 / 14607卷
关键词
peer nomination; peer collaboration; collaborative learning; network analysis; student performance; gpa correlation; peer interaction; student network centrality; learning analytics;
D O I
10.1007/978-981-97-4246-2_17
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This study investigates the relationship between peer collaboration and student success, with a focus on identifying central figures among a cohort of 47 freshmen in a higher education setting. Utilizing digital learning platforms, students were surveyed biweekly over the course of an academic year to determine collaboration patterns, resulting in a total of 14 surveys. Participants were asked to identify up to five peers with whom they collaborated most intensively during the preceding two weeks. Through the application of network analysis, the study identified central figures within the student community, analyzing their role in influencing academic performance and collaboration dynamics. An interesting and unexpected linear relationship was found between students' grade point average (GPA) and both the nominations received and given. The findings reveal complex interactions between peer influence, collaboration, and academic success, shedding light on the potential importance of key collaborative figures within educational environments. The implications of this research hold promise for educators, administrators, and policymakers seeking to leverage peer-to-peer collaboration to enhance student engagement and success.
引用
收藏
页码:195 / 209
页数:15
相关论文
共 29 条
  • [1] Alden J., 2011, Journal of Asynchronous Learning Networks, V15, P5, DOI [10.24059/olj.v15i3.193, DOI 10.24059/olj.v15i3.193]
  • [2] Some unique properties of eigenvector centrality
    Bonacich, Phillip
    [J]. SOCIAL NETWORKS, 2007, 29 (04) : 555 - 564
  • [3] Students, social network technology and learning in higher education: Visions of collaborative knowledge construction vs. the reality of knowledge sharing
    Bouton, Edith
    Tal, Smadar Bar
    Asterhan, Christa S. C.
    [J]. INTERNET AND HIGHER EDUCATION, 2021, 49
  • [4] Chandra R., 2015, IOSR J RES METHOD ED, V5, P2320, DOI [DOI 10.9790/7388-05310407, 10.9790/7388-052XXXXX, DOI 10.9790/7388-052XXXXX]
  • [5] Study on centrality measures in social networks: a survey
    Das K.
    Samanta S.
    Pal M.
    [J]. Social Network Analysis and Mining, 2018, 8 (1)
  • [6] Assessing university student collaboration in new ways
    Ellis, Robert
    Han, Feifei
    [J]. ASSESSMENT & EVALUATION IN HIGHER EDUCATION, 2021, 46 (04) : 509 - 524
  • [7] Effects of gender diversity on college students' collaborative learning: From individual gender to gender pairing
    Feng, Qinna
    Luo, Heng
    Li, Wenhao
    Chen, Tianjiao
    Song, Ningning
    [J]. HELIYON, 2023, 9 (06)
  • [8] CENTRALITY IN SOCIAL NETWORKS CONCEPTUAL CLARIFICATION
    FREEMAN, LC
    [J]. SOCIAL NETWORKS, 1979, 1 (03) : 215 - 239
  • [9] Educational experiences with Generation Z
    Hernandez-de-Menendez, Marcela
    Escobar Diaz, Carlos A.
    Morales-Menendez, Ruben
    [J]. INTERNATIONAL JOURNAL OF INTERACTIVE DESIGN AND MANUFACTURING - IJIDEM, 2020, 14 (03): : 847 - 859
  • [10] Peer-Collaborator Preferences of African American and White Sixth-Graders in Mathematics Classrooms
    Hoffman, Abigail S.
    Hamm, Jill V.
    Lambert, Kerrylin
    Meece, Judith
    [J]. JOURNAL OF EXPERIMENTAL EDUCATION, 2020, 88 (04) : 559 - 577