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 …

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