The impacts of network centrality and self-regulation on an e-learning environment with the support of social network awareness

An e-learning environment that supports social network awareness ( SNA) is a highly effective means of increasing peer interaction and assisting student learning by raising awareness of social and learning contexts of peers. Network centrality profoundly impacts student learning in an SNA-related e-learning environment. Additionally, self-regulation behavior significantly influences online learning of students. However, exactly how network centrality and self-regulation influence learning behavior and effectiveness in an e-learning environment remains unclear. Therefore, this study investigates how both variables (ie, network centrality and self-regulation) impact student learning in an SNA-related e-learning environment. Analytical results indicate that the student group with high-level centrality and low-level self-regulation more significantly progresses in learning achievement than the other groups. The second finding shows the group also has the highest number of students asking for help, revealing they have the highest system utilization rate. [ABSTRACT FROM AUTHOR]

[1]  Kirsti Lonka,et al.  Studying in higher education: students' approaches to learning, self‐regulation, and cognitive strategies , 2006 .

[2]  Barry D. Davidson,et al.  Social networks, communication styles, and learning performance in a CSCL community , 2007, Comput. Educ..

[3]  Douglas Kauffman Self-Regulated Learning in Web-Based Environments: Instructional Tools Designed to Facilitate Cognitive Strategy Use, Metacognitive Processing, and Motivational Beliefs , 2004 .

[4]  M. A. Beauchamp AN IMPROVED INDEX OF CENTRALITY. , 1965, Behavioral science.

[5]  Chin-Ming Hong,et al.  Mining interactive social network for recommending appropriate learning partners in a Web-based cooperative learning environment , 2008, 2008 IEEE Conference on Cybernetics and Intelligent Systems.

[6]  Thomas Fox McManus,et al.  Individualizing instruction in a web-based hypermedia learning environment: nonlinearity, advance organizers, and self-regulated learners , 2000 .

[7]  Susanne Narciss,et al.  Promoting self-regulated learning in web-based learning environments , 2007, Comput. Hum. Behav..

[8]  Natasha Boskic,et al.  Eportfolios: From Description to Analysis. , 2008 .

[9]  Tzu-Hua Wang,et al.  Developing Web-based assessment strategies for facilitating junior high school students to perform self-regulated learning in an e-Learning environment , 2011, Comput. Educ..

[10]  D. Schunk Self-regulation of self-efficacy and attributions in academic settings. , 1994 .

[11]  Myron H. Dembo,et al.  Do teachers’ own learning behaviors influence their classroom goal orientation and control ideology? , 2007 .

[12]  Hiroaki Ogata,et al.  PERKAM: Personalized Knowledge Awareness Map for Computer Supported Ubiquitous Learning , 2007, J. Educ. Technol. Soc..

[13]  Stanley Wasserman,et al.  Social Network Analysis: Methods and Applications , 1994, Structural analysis in the social sciences.

[14]  Shane Dawson,et al.  A Study of the Relationship between Student Social Networks and Sense of Community , 2008, J. Educ. Technol. Soc..

[15]  Paul R. Pintrich,et al.  Self-Regulation: Directions and Challenges for Future Research , 2000 .

[16]  L. Freeman Centrality in social networks conceptual clarification , 1978 .

[17]  Josep Maria Monguet,et al.  Social Networks and Performance in Distributed Learning Communities , 2012, J. Educ. Technol. Soc..

[18]  Peter Shea,et al.  Learning presence as a moderator in the community of inquiry model , 2012, Comput. Educ..

[19]  W. Lan,et al.  Online self-regulatory learning behaviors as a mediator in the relationship between online course perceptions with achievement , 2008 .

[20]  Nian-Shing Chen,et al.  Enhancing the Quality of e-Learning in Virtual Learning Communities by Finding Quality Learning Content and Trustworthy Collaborators , 2007, J. Educ. Technol. Soc..

[21]  Nada Dabbagh,et al.  Personal Learning Environments, social media, and self-regulated learning: A natural formula for connecting formal and informal learning , 2012, Internet High. Educ..

[22]  Walter Bender,et al.  The Impact of Increased Awareness While Face-to-Face , 2007, Hum. Comput. Interact..

[23]  Yuan-Cheng Lai,et al.  Online formative assessments with social network awareness , 2013, Comput. Educ..

[24]  R. Azevedo,et al.  Does training on self-regulated learning facilitate students' learning with hypermedia? , 2004 .

[25]  B. Zimmerman Self-Regulated Learning and Academic Achievement: An Overview , 1990 .

[26]  Alexandra Pickett,et al.  Online learner self-regulation: Learning presence viewed through quantitative content- and social network analysis , 2013 .

[27]  Rita Cadima,et al.  Promoting social network awareness: A social network monitoring system , 2010, Comput. Educ..

[28]  Yen M. To,et al.  Measuring self-regulation in online and blended learning environments , 2009, Internet High. Educ..