SeanDreilingerFlickr
Learning Analytics
Data-based decision making
in learning environments
Sydney Teaching Colloquium
Syd...
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 3
AuntiePflickr.comneilspencerbrucefl...
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 4
JansonHewsflickr.com
Tool overload
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 5
JoshuaRappenekerflickr.com
Humans are Subjective
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 6
Mind Sights...
“If you can not measure it,
you can not improve it”
Lord Kelvin
Abelardo Pardo Learning Analytics. Data-based Decision Mak...
“We need better
evaluation to
acknowledge and
esteem excellence
when it occurs, as it
does.”
John Hattie. Visible Learning...
Where should I focus?
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 9
visible-lea...
What works, and
how to do it!
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 10
Ca...
Learning Analytics
Measurement, collection, analysis
and reporting of data about learners
and their contexts, for purposes...
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 12
WernerKunzFlickr.com
(Campbell, ...
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 13
http://www.learninganalytics.net...
Discipline in its early steps,
but with large potential.
Abelardo Pardo Learning Analytics. Data-based Decision Making in ...
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 15
www.itap.purdue.edu/studio/signa...
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 16
www.blackboard.com/Platforms/Ana...
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 17
www.desire2learn.com/products/In...
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 18
Use big data to really
understan...
www.solaresearch.org
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 19
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 20
www.blackboard.com/platforms/ana...
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 21
www.snappvis.org(LastaccessedOct...
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 22
• First year engineering course....
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 23
Ask about Preparation
• Obtain feedback about the material
• Measure engagement
• Anticipate complications in lecture
Abel...
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 25
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 26
Just in time teaching
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 27
NLP to gauge emotional state
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 28
mrhayataflickr.com
Interventions
...
Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 29
ComedyNoseflickr.com
Data must co...
SeanDreilingerFlickr
Learning Analytics
Data-based decision making
in learning environments
Sydney Teaching Colloquium
Syd...
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Learning Analytics. Data-based decision making in learning environments

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Overview of Learning Analytics and its use to make decisions in learning environments. Talk given at the Sydney Teaching Colloquium.

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Learning Analytics. Data-based decision making in learning environments

  1. 1. SeanDreilingerFlickr Learning Analytics Data-based decision making in learning environments Sydney Teaching Colloquium Sydney, 3 October 2013 Abelardo Pardo The University of Sydney @abelardopardo slideshare.net/abelardo_pardo
  2. 2. Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 3 AuntiePflickr.comneilspencerbruceflickr.com Teaching is getting incredibly complex
  3. 3. Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 4 JansonHewsflickr.com Tool overload
  4. 4. Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 5 JoshuaRappenekerflickr.com
  5. 5. Humans are Subjective Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 6 Mind Sights: Original Visual Illusions, Ambiguities, and Other Anomalies, With a Commentary on the Play of Mind in Perception and Art, Roger N. Shepard, 1990
  6. 6. “If you can not measure it, you can not improve it” Lord Kelvin Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 7
  7. 7. “We need better evaluation to acknowledge and esteem excellence when it occurs, as it does.” John Hattie. Visible Learning: A Synthesis of Over 800 Meta-Analysis Relating to Achievement. Taylor & Francis, 2009 Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 8 BencroweFlickr
  8. 8. Where should I focus? Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 9 visible-learning.org/hattie-ranking-influences-effect-sizes-learning-achievement/hattie-ranking-teaching-effects(LastAccessedOct.2013)
  9. 9. What works, and how to do it! Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 10 Cayusaflickr.com
  10. 10. Learning Analytics Measurement, collection, analysis and reporting of data about learners and their contexts, for purposes of understanding and optimizing learning and the environments in which it occurs. Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 11 (US Dept. of Education)
  11. 11. Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 12 WernerKunzFlickr.com (Campbell, De Blois, Oblinger 2007, Academic Analytics, EDUCAUSE) Collect Report Predict Act Refine The five steps of analytics
  12. 12. Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 13 http://www.learninganalytics.net/?p=131(lastvisitedSep2013) Little Data
  13. 13. Discipline in its early steps, but with large potential. Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 14
  14. 14. Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 15 www.itap.purdue.edu/studio/signals(LastaccessedOct.2013)
  15. 15. Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 16 www.blackboard.com/Platforms/Analytics/Overview.aspx(LastaccessedOct.2013)
  16. 16. Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 17 www.desire2learn.com/products/Insights(LastaccessedOct.2013)
  17. 17. Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 18 Use big data to really understand the studentSteve Schoettler, CEO Junyo
  18. 18. www.solaresearch.org Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 19
  19. 19. Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 20 www.blackboard.com/platforms/analytics/overview.aspx(LastaccessedOct.2013) • Students at risk • Engagement • Performance
  20. 20. Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 21 www.snappvis.org(LastaccessedOct.2013) Bookmarklet in your browser
  21. 21. Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 22 • First year engineering course. • Sessions with previous and in class activities. • Previous activities require interaction.
  22. 22. Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 23
  23. 23. Ask about Preparation • Obtain feedback about the material • Measure engagement • Anticipate complications in lecture Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 24
  24. 24. Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 25
  25. 25. Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 26 Just in time teaching
  26. 26. Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 27 NLP to gauge emotional state
  27. 27. Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 28 mrhayataflickr.com Interventions • Email • Special material • Suggest plan • Suggest actions • Office hours
  28. 28. Abelardo Pardo Learning Analytics. Data-based Decision Making in Learning Environments 29 ComedyNoseflickr.com Data must come to you Adopt formal approach to teaching Use technology to reach interventions Improvement through continuous evolution
  29. 29. SeanDreilingerFlickr Learning Analytics Data-based decision making in learning environments Sydney Teaching Colloquium Sydney, 3 October 2013 Abelardo Pardo The University of Sydney @abelardopardo slideshare.net/abelardo_pardo
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