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The Learning Analytics Cycle:
Closing the loop effectively
Doug Clow, Institute of Educational Technology,
The Open University, UK
BETT, Jan/Feb 2013
“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/
The
Learning
Analytics
  Cycle




            Clow, LAK12
Improving feedback




         (cc) Doug Clow http://dougclow.wordpress.com
• 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/
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/
Doug Clow
@dougclow
d.j.clow@open.ac.uk
slideshare.net/dougclow
dougclow.wordpress.com

     This work is licensed under a Creative Commons Attribution 3.0 Unported License

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The Learning Analytics Cycle

  • 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/
  • 4. Improving feedback (cc) Doug Clow http://dougclow.wordpress.com
  • 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/
  • 7. Doug Clow @dougclow d.j.clow@open.ac.uk slideshare.net/dougclow dougclow.wordpress.com This work is licensed under a Creative Commons Attribution 3.0 Unported License

Notas del editor

  1. Preaching to the choir Actionable intelligence on learning. Importance of acting. Catnip for senior managers
  2. 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
  3. Speed, scale, quality of response Get it to the learners and teachers