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.

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
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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
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Chef Cooke Flickr.com
Observe while
working

11. C G P Grey
Personalization
Sustained improvement
Abelardo Pardo
Learning Analytics in Medical Education
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12. http://www.learninganalytics.net/?p=131 (last visited Sep 2013)
tle
Lit ta
Da
Abelardo Pardo
Learning Analytics in Medical Education
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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
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16. Henrik Moltke flickr.com
Inflexibility
Not centered on student
Abelardo Pardo
Learning Analytics in Medical Education
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17. Bruce Guenter flickr.com
Radical change of
direction required
Abelardo Pardo
Learning Analytics in Medical Education
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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
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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
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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
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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
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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