de haagse onderwijsdag 2013 - workshop learning analytics

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

Thank you

Slideshare: sanderlatourTwitter: @sanderlatourEmail: sanderlatour@gmail.com