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Learning Analytics

“in de hand”

Sander Latour |@sanderlatour
Learning Analytics
What is Learning Analytics?
Learning analytics in an LMS
What about outside the LMS?
Checklist for Learning Analytics
The Learning Analytics cycle

Learners

Intervention

Data

Analysis

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)
The Learning Analytics cycle

Learners

Intervention

Data

Analysis

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
#mume13
Erik Duval
Social
Network
Analysis
Checklist
The Learning Analytics cycle

Learners

Intervention

Data

Analysis

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)
Checklist
Learners

A Good Learning Analytics Setup...
Intervention

1

2

3

4

Data

5

6

Analysis

7

8

9

10
Checklist
Learners

A Good Learning Analytics Setup...
Intervention

1

Data

Targets a pedagogical purpose
Analysis
Checklist
Learners

A Good Learning Analytics Setup...
Intervention

2

Data

Has a cyclic process, preferably real-time
Analysis
Checklist
Learners

A Good Learning Analytics Setup...
Intervention

3

Data

Puts learner or teacher in the driving seat
Analysis
Checklist
Learners

A Good Learning Analytics Setup...
Intervention

4

Data

Cannot capture everything and acts accordingly
Analysis
Checklist
Learners

A Good Learning Analytics Setup...
Intervention

5

Data

Creates learner-centric data, not tool-centric
Analysis
Checklist
Learners

A Good Learning Analytics Setup...
Intervention

6

Data

Considers privacy and data ownership
Analysis
Checklist
Learners

A Good Learning Analytics Setup...
Intervention

7

Data

Discourages users to game the system
Analysis
Checklist
Learners

A Good Learning Analytics Setup...
Intervention

8

Data

Supports and facilitates differences in learners
Analysis
Checklist
Learners

A Good Learning Analytics Setup...
Intervention

9

Data

Avoids getting stuck in the filter bubble
Analysis
Checklist
Learners

A Good Learning Analytics Setup...
Intervention

10

Data

Involves stakeholders in its development
Analysis
The Learning Analytics cycle

Learners

Intervention

Data

Analysis

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)
The Learning Analytics development cycle

Education

Providers

Evidence

Research

Developing Learning Analytics is an iterative process
that can, should and must involve all stakeholders
www.surfspace.nl/learninganalytics
Thank you
Slideshare: sanderlatour
Twitter: @sanderlatour
Email: sanderlatour@gmail.com

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De Haagse Onderwijsdag 2013 - Workshop Learning Analytics