Learning Analytics in Medical Education

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Can medical education take advantage of Learning Analytics techniques? How? Where? In this presentation a study is analyzed pinpointing three areas in which Medical Education needs to invest and all three are related to Learning Analytics.

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Learning Analytics in Medical Education

  1. 1. Tulane Public Relations Flickr Learning Analytics in Medical Education Abelardo Pardo The University of Sydney slideshare.net/abelardo_pardo Medicine and health e-learning network Sydney, 16 October 2013
  2. 2. @Doug88888 flickr.com Big Data / Little Data Data in Learning Experiences Abelardo Pardo Learning Analytics in Medical Education Medical e-Learning 2
  3. 3. @Doug88888 flickr.com Big Data / Little Data Abelardo Pardo Learning Analytics in Medical Education 3
  4. 4. diffusor flickr.com How big is “big data”? Few terabytes (today) Abelardo Pardo Learning Analytics in Medical Education 4
  5. 5. or ns e S 5 Learning Analytics in Medical Education Abelardo Pardo www.projecthealthdesign.org/resources/observations-of-daily-living (last accessed Oct. 2013) e wh re ery ev s
  6. 6. jseliger1 flickr.com Abundant personal data Personalization + Interventions Millions of records Abelardo Pardo Learning Analytics in Medical Education 6
  7. 7. Soren Rajczyk flickr.com Data-based decision making Abelardo Pardo Learning Analytics in Medical Education 7
  8. 8. @Doug88888 flickr.com Big Data / Little Data Data in Learning Experiences Abelardo Pardo Learning Analytics in Medical Education 8
  9. 9. Shaylor flickr.com Did they lea r Abelardo Pardo Learning Analytics in Medical Education n? 9
  10. 10. Abelardo Pardo Learning Analytics in Medical Education 10 Chef Cooke Flickr.com Observe while working
  11. 11. C G P Grey Personalization Sustained improvement Abelardo Pardo Learning Analytics in Medical Education 11
  12. 12. http://www.learninganalytics.net/?p=131 (last visited Sep 2013) tle Lit ta Da Abelardo Pardo Learning Analytics in Medical Education 12
  13. 13. apod.nasa.gov/apod/image/1302/gravtug_durda.jpg How to create innovative learning environments? Focus on: engagement, social, collaboration, motivation, emotions, differences, feedback. (OECD (2013), Innovative Learning Environments, Educational Research and Innovation, OECD Publishing.) Abelardo Pardo Learning Analytics in Medical Education 13
  14. 14. @Doug88888 flickr.com Big Data / Little Data Data in Learning Experiences Abelardo Pardo Learning Analytics in Medical Education Medical e-Learning 14
  15. 15. patdami822 flickr.com Challenges: Quality, throughput, cost (Mehta et al. 2013, Just Imagine: New Paradigms for Medical Education, Academic Medicine, 88(10), 1418-1423) Abelardo Pardo Learning Analytics in Medical Education 15
  16. 16. Henrik Moltke flickr.com Inflexibility Not centered on student Abelardo Pardo Learning Analytics in Medical Education 16
  17. 17. Bruce Guenter flickr.com Radical change of direction required Abelardo Pardo Learning Analytics in Medical Education 17
  18. 18. tochis flickr.com Teacher centered, performance test. Learner-centered, ability to apply and integrate knowledge Abelardo Pardo Learning Analytics in Medical Education 18
  19. 19. Ingy The Wingy flickr.com MOOCs Flipped Classroom Badges Abelardo Pardo Learning Analytics in Medical Education 19
  20. 20. IAN RANSLEY DESIGN PLUS ILLUSTRATION flickr.com Learners generating content working collaboratively in social networks Learning Analytics: automate feedback, tutor awareness, personalization. Abelardo Pardo Learning Analytics in Medical Education 20
  21. 21. Prepare with interactive online material Participate in class activities Abelardo Pardo Learning Analytics in Medical Education Learning Analytics: student/tutor awareness, motivation, personalization. 21
  22. 22. Hyperdashery flickr.com Badges: recipient, institution, information, evidence of skills Learning Analytics: reliability. Abelardo Pardo Learning Analytics in Medical Education 22
  23. 23. FastLizard4 flickr.com New scenario Ambitious goals, variety of tools Student centered approach Observation, personalization are key Abelardo Pardo Learning Analytics in Medical Education 23
  24. 24. Abelardo Pardo Learning Analytics in Medical Education 24
  25. 25. Tulane Public Relations Flickr Learning Analytics in Medical Education Abelardo Pardo The University of Sydney slideshare.net/abelardo_pardo Medicine and health e-learning network Sydney, 16 October 2013
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