Learning Analytics
“in de hand”
Sander Latour |@sanderlatour
What is Learning Analytics?Learning analytics in an LMS
What about outside the LMS?Checklist for Learning Analytics
Learning Analytics
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)
Typical goals of Learning Analytics(on the short term)
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)
Learning in the LMS
Learning in a landscape
#mume13Erik Duval
Social Network Analysis
Checklist
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)
Learners
Data
Analysis
InterventionA Good Learning Analytics Setup... 1 2 3 4 5 6 7 8 9 10
Checklist
Learners
Data
Analysis
InterventionA Good Learning Analytics Setup...Targets a pedagogical purpose1
Checklist
Learners
Data
Analysis
InterventionA Good Learning Analytics Setup...Has a cyclic process, preferably real-time2
Checklist
Learners
Data
Analysis
InterventionA Good Learning Analytics Setup...Puts learner or teacher in the driving seat3
Checklist
Learners
Data
Analysis
InterventionA Good Learning Analytics Setup...Cannot capture everything and acts accordingly4
Checklist
Learners
Data
Analysis
InterventionA Good Learning Analytics Setup...Creates learner-centric data, not tool-centric5
Checklist
Learners
Data
Analysis
InterventionA Good Learning Analytics Setup...Considers privacy and data ownership6
Checklist
Learners
Data
Analysis
InterventionA Good Learning Analytics Setup...Discourages users to game the system7
Checklist
Learners
Data
Analysis
InterventionA Good Learning Analytics Setup...Supports and facilitates differences in learners8
Checklist
Learners
Data
Analysis
InterventionA Good Learning Analytics Setup...Avoids getting stuck in the filter bubble9
Checklist
Learners
Data
Analysis
InterventionA Good Learning Analytics Setup...Involves stakeholders in its development10
Checklist
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)
Education
Evidence
Research
Providers
The Learning Analytics development cycle
Developing Learning Analytics is an iterative processthat can, should and must involve all stakeholders
www.surfspace.nl/learninganalytics
