Learning analytics uses data collected from students to improve learning outcomes. It aims to reduce dropout rates, increase passing rates, and personalize education through tools like learning dashboards, flipped classrooms, and progress monitoring. While learning analytics provides insights into learning, predicting the future remains difficult due to the complex nature of education.

1. Learning Analytics in Practice
Prof.dr.ir.Frank Gielen

3. Reduce Dropout Rates Increase Passing Rates

4. PERSONALIZED
ENGAGING

6. Learning analytics is about collecting traces
that learners leave behind and using those
traces to improve learning
Erik Duval

7. WE CREATE AN OCEAN OF DATA

8. Learn about learning
Education Research Education PracticeEducation Research Education Practice

9. Optimal video course length

10. Questions answered by learning data
Source: http://collegestats.org/

11. LEARNING ANALYTICS

12. FLIPPED CLASSROOM

13. PROGRESS MONITORING

14. CERTIFICATES AND BADGES

15. CUSTOMISATION

16. Especially about the future
is very difficult
Prediction
Niels Bohr

17. What to measure?
How?
Application?

18. Technology?
Tools? Usage?
xAPI or
Tincan API

20. LEARNING DASHBOARDS

21. STUDENT PROGRESS

23. See which way the wind blows

24. Any questions ?