Beyond marks: new tools to visualise student engagement via social networks

Evidence shows that engaged students perform better academically than disinterested students. Measurement of engagement with education is difficult and imprecise, especially in large student cohorts. Traditional measurements such as summary statistics derived from assessment are crude secondary measures of engagement at best and do not provide much support for educators to work with students and curate engagement during teaching periods. We have used academic-related student contributions to a public social network as a proxy for engagement. Statistical summaries and novel data visualisation tools provide subtle and powerful insights into online student peer networks. Analysis of data collected shows that network visualisation can be an important curation tool for educators interested in cultivating student engagement. Keywords: student engagement; data visualisation; social networks (Published: 3 February 2012) Citation: Research in Learning Technology 2012, 20 : 16283 - DOI: 10.3402/rlt.v20i0/16283

[1]  Sarah J. Mann,et al.  Alienation in the learning environment: a failure of community? , 2005 .

[2]  Alessandro Vespignani,et al.  Modeling Users' Activity on Twitter Networks: Validation of Dunbar's Number , 2011, PloS one.

[3]  Michael Weiss,et al.  Following the Conversation: A More Meaningful Expression of Engagement , 2011, MCETECH.

[4]  A. Bandura.  Social learning theory , 1977 .

[5]  Panagiota Alevizou,et al.  A literature review of the use of Web 2.0 tools in Higher Education , 2010 .

[6]  Douglas R. Vogel,et al.  Can learning be virtually boosted? An investigation of online social networking impacts , 2010, Comput. Educ..

[7]  M. Zeiler.  Fixed and variable schedules of response-independent reinforcement. , 1968, Journal of the experimental analysis of behavior.

[8]  Penelope Hawe,et al.  Use of social network analysis to map the social relationships of staff and teachers at school. , 2007, Health education research.

[9]  Habin Lee,et al.  Knowledge hoarding and user acceptance of online discussion board systems in eLearning: A case study , 2011, Comput. Hum. Behav..

[10]  M E J Newman,et al.  Fast algorithm for detecting community structure in networks. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[11]  Kevin G. Moffat,et al.  Assessed Online Discussion Groups in Biology Education , 2006 .

[12]  F. Marton,et al.  On qualitative differences in learning , 2013 .

[13]  J. Meek,et al.  Facebook, social integration and informal learning at university: ‘It is more for socialising and talking to friends about work than for actually doing work’ , 2009 .

[14]  Bahar Baran,et al.  Facebook as a formal instructional environment , 2010, Br. J. Educ. Technol..

[15]  Norah Jones,et al.  Get out of MySpace! , 2010, Comput. Educ..

[16]  H. Bradbury,et al.  Handbook of action research : participative inquiry and practice , 2001 .

[17]  Vic Lally,et al.  Analysing student engagement with learning and tutoring activities in networked learning communities: a multi-method approach , 2006, Int. J. Web Based Communities.

[18]  David Longman,et al.  19. Digital Enlightenment: The Myth of the Disappearing Teacher , 2011 .

[19]  Shane Dawson,et al.  'Seeing' the learning community: An exploration of the development of a resource for monitoring online student networking , 2010, Br. J. Educ. Technol..

[20]  Joanna Jones,et al.  Social network sites and student–lecturer communication: an academic voice , 2011 .

[21]  P. Duffy,et al.  Facebook or Faceblock: Cautionary Tales Exploring the Rise of Social Networking within Tertiary Education , 2011 .

[22]  Michael Perini,et al.  Potential of social networking sites for distance education student engagement , 2010 .

[23]  Reynol Junco,et al.  The relationship between frequency of Facebook use, participation in Facebook activities, and student engagement , 2012, Comput. Educ..

[24]  Sarah J. Mann,et al.  Alternative Perspectives on the Student Experience: Alienation and engagement , 2001 .