MOOC discussion forums: The interplay of the cognitive and the social

被引:45
作者
Galikyan, Irena [1 ,2 ]
Admiraal, Wilfried [1 ]
Kester, Liesbeth [3 ]
机构
[1] Leiden Univ, Grad Sch Teaching, Leiden, Netherlands
[2] Amer Univ Armenia, Yerevan, Armenia
[3] Univ Utrecht, Fac Social Sci, Dept Educ, Utrecht, Netherlands
关键词
MOOC discussion forums; Content analysis; Interplay of cognitive and social aspects; Course performance; ONLINE; PERFORMANCE; NETWORKS; PATTERNS; PEDAGOGY; STYLES;
D O I
10.1016/j.compedu.2021.104133
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Massive Open Online Course (MOOC) platforms capture the digital traces of millions of learners and generate an avalanche of "numbers" on learner behavior in MOOCs. Yet little is known about the dynamics through which MOOCs can support individual learning as the cognitive and social constituents of this complex process and their interplay within this process do not clearly surface in this large mass of "numbers". This study analyzed the content generated by learners in a MOOC discussion forum with a particular focus on the still under-explored cognitive dimension of learning in MOOCs and demonstrated how certain levels of cognitive engagement relate to learning. It further examined the interplay between the cognitive and social aspects, revealing the moderating role of the social aspect in the association between the lowest level of cognitive engagement and learning in a MOOC environment. The study concludes with discussing the theoretical and practical implications of the findings and with highlighting the need to consider the interdependencies between the cognitive and social variables and learning when designing and evaluating MOOCs.
引用
收藏
页数:10
相关论文
共 52 条
[21]  
Grover S., 2013, To See the World and a Grain of Sand: Learning across Levels of Space, Time, and Scale: CSCL 2013 Conference Proceedings Volume 2 - Short Papers, Panels, Posters, Demos Community Events, P42
[22]  
Hayes AF, 2017, Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach
[23]  
Henri F., 1992, Collaborative Learning Through Computer Conferencing: the Najaden Papers. Proceedings of the NATO Advanced Research Workshop, P117
[24]   Pass the Idea Please: The Relationship between Network Position, Direct Engagement, and Course Performance in MOOCs [J].
Houston, Stacey L., II ;
Brady, Katherine ;
Narasimham, Gayathri ;
Fisher, Douglas .
PROCEEDINGS OF THE FOURTH (2017) ACM CONFERENCE ON LEARNING @ SCALE (L@S'17), 2017, :295-298
[25]  
Jiang S., 2014, Proceedings of Graph-Based Educational Data Mining Workshop at the 7th International Conference on Educational Data Mining, P55
[26]  
Jones C., 2015, Networked Learning: An Educational Paradigm for the Age of Digital Networks
[27]   A Pedagogy of Abundance or a Pedagogy to Support Human Beings? Participant Support on Massive Open Online Courses [J].
Kop, Rita ;
Fournier, Helene ;
Mak, John Sui Fai .
INTERNATIONAL REVIEW OF RESEARCH IN OPEN AND DISTRIBUTED LEARNING, 2011, 12 (07) :74-93
[28]  
Newman DR, 1997, J AM SOC INFORM SCI, V48, P484, DOI 10.1002/(SICI)1097-4571(199706)48:6<484::AID-ASI2>3.0.CO
[29]  
2-Q
[30]  
Onah D.F., 2014, Proceedings of London International Conference on Education, P1, DOI DOI 10.13140/RG.2.1.3319.5042