3. abertay.ac.uk
Learning Analytics @ Abertay
Background:
Project proposal approved in June 2015
Cross-institutional working group setup in July 2015
JISC Learning Analytics Project
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Learning Analytics @ Abertay
Improve
student
engagement
Identify
students at
risk
Improve
student
progression
and
completion
Improve
student
retention
Project aim: To have better understanding of our learner
data in order to achieve the following goals:
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Current state – progress to date
What we’ve done so far:
Analysis (understanding current situation)
- JISC Learning Analytics Discovery Phase
Design and Development
- JISC Learning Records Warehouse
- Tribal Unity
- Blackboard Plugin
Pilot – Student App Tool
Evaluation
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Key Challenges/Lessons Learned
Communication during stakeholder
engagement
Understanding profiles of an engaged
student – without attendance data
Adequate review and preparation for
stakeholder engagement
On-going management of resources
Clarifying required skills sets for LA,
including defining roles and
responsibilities
Realistic quality expectations
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Concluding Remarks
Criticality of commitment of University
Executive’s support
Stakeholder engagement
- facilitated by ‘neutral’ Consultant
- ensured shared understanding and buy-in
Engagement of Project Delivery Team with
stakeholder is important
Participating in JISC Learning Analytics
project is a useful basis for shared
resources
Use quick wins/pilot projects to maintain
momentum
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Next Steps
Create a cross institutional working group to take ownership of
learning analytics initiative and pilots
Develop profiles of engaged students
Review the curriculum design process across Schools
Undertake more pilot projects to:
- enhance institutional understanding and
- improve consistencies with process and procedure required
for a centrally managed LA service
Identify required skills sets to support learning analytics
Background information – Analytics at Abertay- Drivers, purpose, aims and objectives
By having a greater understanding of the learner data we have in our systems we will be in a better position to achieve the following goals:i. Improve student retentionii. Improve student progression and completioniii. Identify students at riskiv. Improve student engagement
Current state – progress to date- Analysis (understanding current situation)- Design and Development (our action plan, activities, LRW, Tribal Unity, Blackboard Plugin)- Pilot (testing the action plan, Jisc Student App)-Evaluation (What worked?, What didn’t? What was our impact?, What do we need to change? Where will we go from here?)