SlideShare ist ein Scribd-Unternehmen logo
1 von 7
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

Weitere ähnliche Inhalte

Mehr von Doug Clow

What Actually Is Artificial Intelligence?
What Actually Is Artificial Intelligence?What Actually Is Artificial Intelligence?
What Actually Is Artificial Intelligence?Doug Clow
 
How to get to Runter End: Generating English placenames with a neural network
How to get to Runter End: Generating English placenames with a neural networkHow to get to Runter End: Generating English placenames with a neural network
How to get to Runter End: Generating English placenames with a neural networkDoug Clow
 
A partial history of Educational Technology at the Open University
A partial history of Educational Technology at the Open UniversityA partial history of Educational Technology at the Open University
A partial history of Educational Technology at the Open UniversityDoug Clow
 
Where is the evidence? A call to action for learning analytics
Where is the evidence? A call to action for learning analyticsWhere is the evidence? A call to action for learning analytics
Where is the evidence? A call to action for learning analyticsDoug Clow
 
Trains and Balloons: An Introduction to Learning Analytics
Trains and Balloons: An Introduction to Learning AnalyticsTrains and Balloons: An Introduction to Learning Analytics
Trains and Balloons: An Introduction to Learning AnalyticsDoug Clow
 
A Whistestop Tour of Theories for TEL Research
A Whistestop Tour of Theories for TEL ResearchA Whistestop Tour of Theories for TEL Research
A Whistestop Tour of Theories for TEL ResearchDoug Clow
 
Learning Analytics Community Exchange
Learning Analytics Community ExchangeLearning Analytics Community Exchange
Learning Analytics Community ExchangeDoug Clow
 
LAEP Visions of the Future of Learning Analytics
LAEP Visions of the Future of Learning AnalyticsLAEP Visions of the Future of Learning Analytics
LAEP Visions of the Future of Learning AnalyticsDoug Clow
 
Scaling Up Learning Analytics
Scaling Up Learning AnalyticsScaling Up Learning Analytics
Scaling Up Learning AnalyticsDoug Clow
 
Visions of the Future of Learning Analytics
Visions of the Future of Learning AnalyticsVisions of the Future of Learning Analytics
Visions of the Future of Learning AnalyticsDoug Clow
 
Learning Analytics: Balloons and Trains
Learning Analytics: Balloons and TrainsLearning Analytics: Balloons and Trains
Learning Analytics: Balloons and TrainsDoug Clow
 
Moving through MOOCs
Moving through MOOCsMoving through MOOCs
Moving through MOOCsDoug Clow
 
Creating an action plan for learning analytics
Creating an action plan for learning analyticsCreating an action plan for learning analytics
Creating an action plan for learning analyticsDoug Clow
 
Learning Analytics: Making learning better?
Learning Analytics: Making learning better?Learning Analytics: Making learning better?
Learning Analytics: Making learning better?Doug Clow
 
Learning Analytics Examples from the UK, Australia and North America
Learning Analytics Examples from the UK, Australia and North AmericaLearning Analytics Examples from the UK, Australia and North America
Learning Analytics Examples from the UK, Australia and North AmericaDoug Clow
 
What is Learning Analytics?
What is Learning Analytics?What is Learning Analytics?
What is Learning Analytics?Doug Clow
 
LACE SoLAR Flare Lightning Presentations
LACE SoLAR Flare Lightning PresentationsLACE SoLAR Flare Lightning Presentations
LACE SoLAR Flare Lightning PresentationsDoug Clow
 
Summary and Next Steps for the LACE SoLAR Flare
Summary and Next Steps for the LACE SoLAR FlareSummary and Next Steps for the LACE SoLAR Flare
Summary and Next Steps for the LACE SoLAR FlareDoug Clow
 
Evidence Hub Activity
Evidence Hub ActivityEvidence Hub Activity
Evidence Hub ActivityDoug Clow
 
Welcome to the LACE SoLAR Flare
Welcome to the LACE SoLAR FlareWelcome to the LACE SoLAR Flare
Welcome to the LACE SoLAR FlareDoug Clow
 

Mehr von Doug Clow (20)

What Actually Is Artificial Intelligence?
What Actually Is Artificial Intelligence?What Actually Is Artificial Intelligence?
What Actually Is Artificial Intelligence?
 
How to get to Runter End: Generating English placenames with a neural network
How to get to Runter End: Generating English placenames with a neural networkHow to get to Runter End: Generating English placenames with a neural network
How to get to Runter End: Generating English placenames with a neural network
 
A partial history of Educational Technology at the Open University
A partial history of Educational Technology at the Open UniversityA partial history of Educational Technology at the Open University
A partial history of Educational Technology at the Open University
 
Where is the evidence? A call to action for learning analytics
Where is the evidence? A call to action for learning analyticsWhere is the evidence? A call to action for learning analytics
Where is the evidence? A call to action for learning analytics
 
Trains and Balloons: An Introduction to Learning Analytics
Trains and Balloons: An Introduction to Learning AnalyticsTrains and Balloons: An Introduction to Learning Analytics
Trains and Balloons: An Introduction to Learning Analytics
 
A Whistestop Tour of Theories for TEL Research
A Whistestop Tour of Theories for TEL ResearchA Whistestop Tour of Theories for TEL Research
A Whistestop Tour of Theories for TEL Research
 
Learning Analytics Community Exchange
Learning Analytics Community ExchangeLearning Analytics Community Exchange
Learning Analytics Community Exchange
 
LAEP Visions of the Future of Learning Analytics
LAEP Visions of the Future of Learning AnalyticsLAEP Visions of the Future of Learning Analytics
LAEP Visions of the Future of Learning Analytics
 
Scaling Up Learning Analytics
Scaling Up Learning AnalyticsScaling Up Learning Analytics
Scaling Up Learning Analytics
 
Visions of the Future of Learning Analytics
Visions of the Future of Learning AnalyticsVisions of the Future of Learning Analytics
Visions of the Future of Learning Analytics
 
Learning Analytics: Balloons and Trains
Learning Analytics: Balloons and TrainsLearning Analytics: Balloons and Trains
Learning Analytics: Balloons and Trains
 
Moving through MOOCs
Moving through MOOCsMoving through MOOCs
Moving through MOOCs
 
Creating an action plan for learning analytics
Creating an action plan for learning analyticsCreating an action plan for learning analytics
Creating an action plan for learning analytics
 
Learning Analytics: Making learning better?
Learning Analytics: Making learning better?Learning Analytics: Making learning better?
Learning Analytics: Making learning better?
 
Learning Analytics Examples from the UK, Australia and North America
Learning Analytics Examples from the UK, Australia and North AmericaLearning Analytics Examples from the UK, Australia and North America
Learning Analytics Examples from the UK, Australia and North America
 
What is Learning Analytics?
What is Learning Analytics?What is Learning Analytics?
What is Learning Analytics?
 
LACE SoLAR Flare Lightning Presentations
LACE SoLAR Flare Lightning PresentationsLACE SoLAR Flare Lightning Presentations
LACE SoLAR Flare Lightning Presentations
 
Summary and Next Steps for the LACE SoLAR Flare
Summary and Next Steps for the LACE SoLAR FlareSummary and Next Steps for the LACE SoLAR Flare
Summary and Next Steps for the LACE SoLAR Flare
 
Evidence Hub Activity
Evidence Hub ActivityEvidence Hub Activity
Evidence Hub Activity
 
Welcome to the LACE SoLAR Flare
Welcome to the LACE SoLAR FlareWelcome to the LACE SoLAR Flare
Welcome to the LACE SoLAR Flare
 

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

Hinweis der Redaktion

  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