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 …

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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  • 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. @Doug88888 flickr.com Big Data / Little Data Data in Learning Experiences Abelardo Pardo Learning Analytics in Medical Education Medical e-Learning 2
  • 3. @Doug88888 flickr.com Big Data / Little Data Abelardo Pardo Learning Analytics in Medical Education 3
  • 4. diffusor flickr.com How big is “big data”? Few terabytes (today) Abelardo Pardo Learning Analytics in Medical Education 4
  • 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. jseliger1 flickr.com Abundant personal data Personalization + Interventions Millions of records Abelardo Pardo Learning Analytics in Medical Education 6
  • 7. Soren Rajczyk flickr.com Data-based decision making Abelardo Pardo Learning Analytics in Medical Education 7
  • 8. @Doug88888 flickr.com Big Data / Little Data Data in Learning Experiences Abelardo Pardo Learning Analytics in Medical Education 8
  • 9. Shaylor flickr.com Did they lea r Abelardo Pardo Learning Analytics in Medical Education n? 9
  • 10. Abelardo Pardo Learning Analytics in Medical Education 10 Chef Cooke Flickr.com Observe while working
  • 11. C G P Grey Personalization Sustained improvement Abelardo Pardo Learning Analytics in Medical Education 11
  • 12. http://www.learninganalytics.net/?p=131 (last visited Sep 2013) tle Lit ta Da Abelardo Pardo Learning Analytics in Medical Education 12
  • 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. @Doug88888 flickr.com Big Data / Little Data Data in Learning Experiences Abelardo Pardo Learning Analytics in Medical Education Medical e-Learning 14
  • 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. Henrik Moltke flickr.com Inflexibility Not centered on student Abelardo Pardo Learning Analytics in Medical Education 16
  • 17. Bruce Guenter flickr.com Radical change of direction required Abelardo Pardo Learning Analytics in Medical Education 17
  • 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. Ingy The Wingy flickr.com MOOCs Flipped Classroom Badges Abelardo Pardo Learning Analytics in Medical Education 19
  • 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. 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. Hyperdashery flickr.com Badges: recipient, institution, information, evidence of skills Learning Analytics: reliability. Abelardo Pardo Learning Analytics in Medical Education 22
  • 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. Abelardo Pardo Learning Analytics in Medical Education 24
  • 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