Open learning analytics

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My presentation on Learning Analytics in the context of Open Learning for a Masterclass at Avans Hogescholen. Contains examples of Learning Analytics applications that can be useful in an open learning environment and a checklist of ten points on which to rate Learning Analytics initiatives.

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Open learning analytics

  1. 1. Open learning analyticsTracking open learningLearning Analytics ManualSander Latour@sanderlatourlatour@uva.nl
  2. 2. LearnersDataAnalysisInterventionThe Learning Analytics cycleDoug Clow. 2012. The learning analytics cycle: closing the loop effectively.In Proceedings of the 2nd International Conference on Learning Analytics and Knowledge (LAK 12)
  3. 3. Open learning analyticsTracking open learningLearning Analytics Manual
  4. 4. Tracking open learning
  5. 5. Tracking open learning
  6. 6. Know when to be alert
  7. 7. Instant feedback
  8. 8. Tracking for teachers
  9. 9. Finding "at-risk" students
  10. 10. Insight in group learning
  11. 11. Finding bottlenecks
  12. 12. Tracking for students
  13. 13. Reflect on own learning
  14. 14. Reflect on learning of others
  15. 15. Predict my outcome
  16. 16. Open learning analyticsTracking open learningLearning Analytics Manual
  17. 17. LearnersDataAnalysisInterventionA Good Learning Analytics Tool...1 2 3 4 5 6 7 8 9 10
  18. 18. LearnersDataAnalysisInterventionA Good Learning Analytics Tool...Targets a pedagogical purpose1
  19. 19. LearnersDataAnalysisInterventionA Good Learning Analytics Tool...Has a cyclic process, preferably real-time2
  20. 20. LearnersDataAnalysisInterventionA Good Learning Analytics Tool...Puts learner or teacher in the driving seat3
  21. 21. LearnersDataAnalysisInterventionA Good Learning Analytics Tool...Cannot capture everything and acts accordingly4
  22. 22. LearnersDataAnalysisInterventionA Good Learning Analytics Tool...Creates learner-centric data, not tool-centric5
  23. 23. LearnersDataAnalysisInterventionA Good Learning Analytics Tool...Considers privacy and data ownership6
  24. 24. LearnersDataAnalysisInterventionA Good Learning Analytics Tool...Discourages users to game the system7
  25. 25. LearnersDataAnalysisInterventionA Good Learning Analytics Tool...Supports and facilitates differences in learners8
  26. 26. LearnersDataAnalysisInterventionA Good Learning Analytics Tool...Avoids getting stuck in the filter bubble9
  27. 27. LearnersDataAnalysisInterventionA Good Learning Analytics Tool...Involves stakeholders in its development10
  28. 28. LearnersDataAnalysisInterventionThe Learning Analytics cycleDoug Clow. 2012. The learning analytics cycle: closing the loop effectively.In Proceedings of the 2nd International Conference on Learning Analytics and Knowledge (LAK 12)
  29. 29. EducationEvidenceResearchProvidersThe Learning Analytics development cycleDeveloping Learning Analytics is an iterative processthat can, should and must involve all stakeholders
  30. 30. 4th and 5th of July 2013http://LASIamsterdam.wordpress.com
  31. 31. Thank you for listeningSander Latourhttp://www.slideshare.net/sanderlatour@sanderlatourlatour@uva.nl

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