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Week 4: Sensemaking of 
Social Network Analysis for 
the Study of Learning 
Dragan Gašević 
@dgasevic
Connection with 
educational research and practice 
Gašević, D., Dawson, S., Siemens, G. (2015). Let’s not forget: Learning analytics are about learning. 
TechTrends (in press), https://bit.ly/techtrends2015
Question-driven 
Data-driven analytics 
Gašević, D., Dawson, S., Siemens, G. (2015). Let’s not forget: Learning analytics are about learning. 
TechTrends (in press), https://bit.ly/techtrends2015
Case studies discussed
How questions are formulated?
What data sources for 
network extraction to use? 
Discussion boards, course enrollments, and 
Twitter
Which educational constructs to use? 
Learning design, sense of community, 
creative potential, social presence, 
academic performance, 
distributed (MOOC) pedagogy
What additional data to collect? 
Course enrollments, grades, self-reports, 
quantitative content analysis codes, course design
To do in this week 
Hands-on activities and assignments 
Integration with knowledge gained in weeks 1-2
More than welcome 
The use of your data 
Discussion of questions of direct interest for you

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Sensemaking of social network analysis for the study of learning

  • 1. Week 4: Sensemaking of Social Network Analysis for the Study of Learning Dragan Gašević @dgasevic
  • 2. Connection with educational research and practice Gašević, D., Dawson, S., Siemens, G. (2015). Let’s not forget: Learning analytics are about learning. TechTrends (in press), https://bit.ly/techtrends2015
  • 3. Question-driven Data-driven analytics Gašević, D., Dawson, S., Siemens, G. (2015). Let’s not forget: Learning analytics are about learning. TechTrends (in press), https://bit.ly/techtrends2015
  • 5. How questions are formulated?
  • 6. What data sources for network extraction to use? Discussion boards, course enrollments, and Twitter
  • 7. Which educational constructs to use? Learning design, sense of community, creative potential, social presence, academic performance, distributed (MOOC) pedagogy
  • 8. What additional data to collect? Course enrollments, grades, self-reports, quantitative content analysis codes, course design
  • 9. To do in this week Hands-on activities and assignments Integration with knowledge gained in weeks 1-2
  • 10. More than welcome The use of your data Discussion of questions of direct interest for you