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Social Network Analysis and 
Learning Design 
Dragan Gašević 
@dgasevic
Learning design influences 
learners’ actions
SNA to detect patterns of 
interaction
Instructor-centered network 
Lockyer, L., Heathcote, E., & Dawson, S. (2013). Informing pedagogical action: Aligning learning analytics with learning 
design. American Behavioral Scientist, 57(10), 1439-1459, doi:10.1177/0002764213479367
Discussion dominated by one student 
Lockyer, L., Heathcote, E., & Dawson, S. (2013). Informing pedagogical action: Aligning learning analytics with learning 
design. American Behavioral Scientist, 57(10), 1439-1459, doi:10.1177/0002764213479367
Equal distribution of 
student distributions 
Lockyer, L., Heathcote, E., & Dawson, S. (2013). Informing pedagogical action: Aligning learning analytics with learning 
design. American Behavioral Scientist, 57(10), 1439-1459, doi:10.1177/0002764213479367
SNA to monitor the effectiveness 
of learning designs 
Lockyer, L., Heathcote, E., & Dawson, S. (2013). Informing pedagogical action: Aligning learning analytics with learning 
design. American Behavioral Scientist, 57(10), 1439-1459, doi:10.1177/0002764213479367
Learning Design – An example 
Early instructor facilitated discussion 
Followed by student peer interaction 
Lockyer, L., Heathcote, E., & Dawson, S. (2013). Informing pedagogical action: Aligning learning analytics with learning 
design. American Behavioral Scientist, 57(10), 1439-1459, doi:10.1177/0002764213479367
Early facilitation by instructors 
Lockyer, L., Heathcote, E., & Dawson, S. (2013). Informing pedagogical action: Aligning learning analytics with learning 
design. American Behavioral Scientist, 57(10), 1439-1459, doi:10.1177/0002764213479367
Strong student peer interaction 
Lockyer, L., Heathcote, E., & Dawson, S. (2013). Informing pedagogical action: Aligning learning analytics with learning 
design. American Behavioral Scientist, 57(10), 1439-1459, doi:10.1177/0002764213479367
Learning analytics and 
social network analysis to 
inform learning design

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Social network analysis and learning design

  • 1. Social Network Analysis and Learning Design Dragan Gašević @dgasevic
  • 2. Learning design influences learners’ actions
  • 3. SNA to detect patterns of interaction
  • 4. Instructor-centered network Lockyer, L., Heathcote, E., & Dawson, S. (2013). Informing pedagogical action: Aligning learning analytics with learning design. American Behavioral Scientist, 57(10), 1439-1459, doi:10.1177/0002764213479367
  • 5. Discussion dominated by one student Lockyer, L., Heathcote, E., & Dawson, S. (2013). Informing pedagogical action: Aligning learning analytics with learning design. American Behavioral Scientist, 57(10), 1439-1459, doi:10.1177/0002764213479367
  • 6. Equal distribution of student distributions Lockyer, L., Heathcote, E., & Dawson, S. (2013). Informing pedagogical action: Aligning learning analytics with learning design. American Behavioral Scientist, 57(10), 1439-1459, doi:10.1177/0002764213479367
  • 7. SNA to monitor the effectiveness of learning designs Lockyer, L., Heathcote, E., & Dawson, S. (2013). Informing pedagogical action: Aligning learning analytics with learning design. American Behavioral Scientist, 57(10), 1439-1459, doi:10.1177/0002764213479367
  • 8. Learning Design – An example Early instructor facilitated discussion Followed by student peer interaction Lockyer, L., Heathcote, E., & Dawson, S. (2013). Informing pedagogical action: Aligning learning analytics with learning design. American Behavioral Scientist, 57(10), 1439-1459, doi:10.1177/0002764213479367
  • 9. Early facilitation by instructors Lockyer, L., Heathcote, E., & Dawson, S. (2013). Informing pedagogical action: Aligning learning analytics with learning design. American Behavioral Scientist, 57(10), 1439-1459, doi:10.1177/0002764213479367
  • 10. Strong student peer interaction Lockyer, L., Heathcote, E., & Dawson, S. (2013). Informing pedagogical action: Aligning learning analytics with learning design. American Behavioral Scientist, 57(10), 1439-1459, doi:10.1177/0002764213479367
  • 11. Learning analytics and social network analysis to inform learning design