1. The Learning Analytics Cycle:
Closing the loop effectively
Doug Clow, Institute of Educational Technology,
The Open University, UK
BETT, Jan/Feb 2013
2. “the measurement, collection,
analysis and reporting of data about
learners and their contexts, for
purposes of understanding and
optimising learning and the
environments in which it occurs”
- LAK11
• Capture
• Report
• Predict
• Act
• Refine
Campbell &
Oblinger
(2007)
(cc) Nicki Varkevisser http://www.flickr.com/photos/clickflashphotos/3450592233/
5. • Optimise the right thing
– not money
– not proxies for learning
• Assessment is key
– be like students:
focus on the
assessment
Big brown bat Eptesicus fuscus
(cc) Matt Reinbold http://www.flickr.com/photos/furryscalyman/673915993/
6. Learning Analytics Cycle
• Underpin with theory
• Close the loop
• Optimise the right thing
– more, faster, better
feedback
• Target learners & teachers
– not (just) managers and
policymakers
• Pursue openness & ethics
(cc) viZZZual.com http://www.flickr.com/photos/vizzzual-dot-com/2746476995/
Preaching to the choir Actionable intelligence on learning. Importance of acting. Catnip for senior managers
It’s a developed visualisation: draw it as a cycle. Also underpinned by educational theories. Cycles common – technology hype cycle; been here before with learning objects; carbon cycle
Speed, scale, quality of response Get it to the learners and teachers