Investigating patterns of interaction in networked learning and computer-supported collaborative learning: A role for Social Network Analysis

The focus of this study is to explore the advances that Social Network Analysis (SNA) can bring, in combination with other methods, when studying Networked Learning/Computer-Supported Collaborative Learning (NL/CSCL). We present a general overview of how SNA is applied in NL/CSCL research; we then go on to illustrate how this research method can be integrated with existing studies on NL/CSCL, using an example from our own data, as a way to synthesize and extend our understanding of teaching and learning processes in NLCs. The example study reports empirical work using content analysis (CA), critical event recall (CER) and social network analysis (SNA). The aim is to use these methods to study the nature of the interaction patterns within a networked learning community (NLC), and the way its members share and construct knowledge. The paper also examines some of the current findings of SNA analysis work elsewhere in the literature, and discusses future prospects for SNA. This paper is part of a continuing international study that is investigating NL/CSCL among a community of learners engaged in a master’s program in e-learning.

[1]  S. Ludvigsen,et al.  Sharing Perspectives in Virtual Interaction: Review of Methods of Analysis , 2003, CSCL.

[2]  Fatos Xhafa,et al.  An Integrated Approach for Analysing and Assessing the Performance of Virtual Learning Groups , 2004, CRIWG.

[3]  K. A. Renninger,et al.  Building Virtual Communities: Learning and Change in Cyberspace , 2002 .

[4]  A. Parry.  Handbook of Qualitative Research , 2002 .

[5]  William J. Fitzgerald,et al.  Individual Behaviors and Social Structure in the Development of Communication Networks of Self-Organizing Online Discussion Groups , 2003, CSCL.

[6]  A. E. Veldhuis-Diermanse.  CSCLearning? Participation, learning activities and knowledge construction in computer-supported collaborative learning in higher education (Summary PhD dissertation) , 2002 .

[7]  Jan-Willem Strijbos,et al.  The effect of roles on computer-supported collaborative learning. , 2004 .

[8]  Claire O'Malley,et al.  Computer Supported Collaborative Learning , 1995, NATO ASI Series.

[9]  John Scott.  Social Network Analysis , 1988 .

[10]  B. Wellman.  Computer Networks As Social Networks , 2001, Science.

[11]  Vic Lally,et al.  Complexity, theory and praxis: Researching collaborative learning and tutoring processes in a networked learning community , 2003 .

[12]  D. McConnell,et al.  Examining a collaborative assessment process in networked lifelong learning , 1999, J. Comput. Assist. Learn..

[13]  Kerry Cook,et al.  Networked Learning , 2014, Encyclopedia of Social Network Analysis and Mining.

[14]  Barbara Wasson,et al.  Designing for Change in Networked Learning Environments, Proceedings of the International Conference on Computer Support for Collaborative Learning, CSCL 2003, Bergen, Norway, June 14-18, 2003 , 2003, CSCL.

[15]  Thierry Chanier,et al.  Social Network Analysis Used for Modelling Collaboration in Distance Learning Groups , 2002, Intelligent Tutoring Systems.

[16]  Erno Lehtinen,et al.  Evaluating CSCL log files by social network analysis , 1999, CSCL.

[17]  Nicholas Walliman,et al.  Social research methods , 2006 .

[18]  Vivienne Light,et al.  Analysing asynchronous learning interactions: computer-mediated communication in a conventional undergraduate setting , 1999 .

[19]  N. Mercer,et al.  From social interaction to individual reasoning: an empirical investigation of a possible socio-cultural model of cognitive development , 1999 .

[20]  C. Haythornthwaite.  Building Virtual Communities: Building Social Networks Via Computer Networks: Creating and Sustaining Distributed Learning Communities , 2002 .

[21]  P. Dillenbourg.  What do you mean by collaborative learning , 1999 .

[22]  Bertram C. Bruce.  Computers and the collaborative experience of learning , 1995 .

[23]  Karen Littleton,et al.  Learning with computers: analysing productive interaction , 1999 .

[24]  Alejandra Martínez-Monés,et al.  Combining qualitative evaluation and social network analysis for the study of classroom social interactions , 2003, Comput. Educ..

[25]  Á. M. Hernáez.  Borgatti, Stephen; Martin Everett i Lin Freeman. UCINET IV. Network Analysis Software. Version 1.0. Columbia: Analytic Technologies, 1992 , 1995 .

[26]  Chris Haywood,et al.  Book Review: Handbook of Qualitative Research, 2nd edn , 2001 .

[27]  Vic Lally,et al.  It's not so easy: researching the complexity of emergent participant roles and awareness in asynchronous networked learning discussions , 2004, J. Comput. Assist. Learn..

[28]  M. Chi.  Quantifying Qualitative Analyses of Verbal Data: A Practical Guide , 1997 .

[29]  Peter Goodyear,et al.  Introduction to the special issue on Advances in Research on Networked Learning , 2003 .

[30]  Anthony Kaye,et al.  Collaborative Learning Through Computer Conferencing , 1992, NATO ASI Series.

[31]  Caroline Haythornthwaite,et al.  Exploring Multiplexity: Social Network Structures in a Computer-Supported Distance Learning Class , 2001, Inf. Soc..

[32]  Curtis J. Bonk,et al.  Content analysis of online discussion in an applied educational psychology course , 2000 .

[33]  Charlotte N. Gunawardena,et al.  Analysis of a Global Online Debate and the Development of an Interaction Analysis Model for Examining Social Construction of Knowledge in Computer Conferencing , 1997 .

[34]  Michael Stefanone,et al.  Social information sharing in a CSCL community , 2002, CSCL.

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

[36]  Rachel Pilkington,et al.  Facilitating Debate in Networked Learning: Reflecting on Online Synchronous Discussion in Higher Education. , 2004 .

[37]  Harvey Mellar,et al.  A methodology for the analysis of patterns of participation within computer mediated communication courses , 1996 .

[38]  Brian Webb,et al.  Evaluating the Quality of Learning in Computer Supported Co-Operative Learning , 1997, J. Am. Soc. Inf. Sci..