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.

1. Open learning analytics
Tracking open learning
Learning Analytics Manual
Sander Latour
@sanderlatour
latour@uva.nl

2. Learners
Data
Analysis
Intervention
The Learning Analytics cycle
Doug 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 analytics
Tracking open learning
Learning 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

17. Open learning analytics
Tracking open learning
Learning Analytics Manual

18. Learners
Data
Analysis
InterventionA Good Learning Analytics Tool...
1 2 3 4 5 6 7 8 9 10

19. Learners
Data
Analysis
InterventionA Good Learning Analytics Tool...
Targets a pedagogical purpose1

20. Learners
Data
Analysis
InterventionA Good Learning Analytics Tool...
Has a cyclic process, preferably real-time2

21. Learners
Data
Analysis
InterventionA Good Learning Analytics Tool...
Puts learner or teacher in the driving seat3

22. Learners
Data
Analysis
InterventionA Good Learning Analytics Tool...
Cannot capture everything and acts accordingly4

23. Learners
Data
Analysis
InterventionA Good Learning Analytics Tool...
Creates learner-centric data, not tool-centric5

24. Learners
Data
Analysis
InterventionA Good Learning Analytics Tool...
Considers privacy and data ownership6

25. Learners
Data
Analysis
InterventionA Good Learning Analytics Tool...
Discourages users to game the system7

26. Learners
Data
Analysis
InterventionA Good Learning Analytics Tool...
Supports and facilitates differences in learners8

27. Learners
Data
Analysis
InterventionA Good Learning Analytics Tool...
Avoids getting stuck in the filter bubble9

28. Learners
Data
Analysis
InterventionA Good Learning Analytics Tool...
Involves stakeholders in its development10

29. Learners
Data
Analysis
Intervention
The Learning Analytics cycle
Doug Clow. 2012. The learning analytics cycle: closing the loop effectively.
In Proceedings of the 2nd International Conference on Learning Analytics and Knowledge (LAK '12)

30. Education
Evidence
Research
Providers
The Learning Analytics development cycle
Developing Learning Analytics is an iterative process
that can, should and must involve all stakeholders

32. 4th and 5th of July 2013
http://LASIamsterdam.wordpress.com

33. Thank you for listening
Sander Latour
http://www.slideshare.net/sanderlatour
@sanderlatour
latour@uva.nl