1. Karolinska Institutet
Visual Analytics in Healthcare Education: Impacting Analytical Reasoning and Decision Making for Quality Improvement
Christos Vaitsis, Gunnar Nilsson, Nabil Zary
Karolinska Institutet
Stockholm, Sweden
Christos Vaitsis, Gunnar Nilsson, Nabil Zary

2. Christos Vaitsis, Gunnar Nilsson, Nabil Zary
Publications
Vaitsis C, Nilsson G, Zary N. (2014) Visual Analytics in healthcare education: Exploring novel ways to analyze and represent big data in undergraduate medical education. PeerJ PrePrints 2:e456v1; 25.
Vaitsis, C., Nilsson, G., & Zary, N. (2014). Big Data in Medical Informatics: Improving Education Through Visual Analytics. In Studies in Health Technology and Informatics (pp – 1167). doi: /
Vaitsis, C., Nilsson, G., & Zary, N. Visual Analytics in Medical Education: Impacting Analytical Reasoning and Decision Making for Quality Improvement, in: MIE2015, Madrid.
Christos Vaitsis, Gunnar Nilsson, Nabil Zary

3. Christos Vaitsis, Gunnar Nilsson, Nabil Zary
Messages
Power of VA in our case: create and illustrate connections and relations on unstructured curriculum data
Perception and cognition: realization of variables capable to enhance human perception and cognition on complex curriculum data
Reasoning and decision making: Plan, apply, evaluate and decide
Christos Vaitsis, Gunnar Nilsson, Nabil Zary

4. Christos Vaitsis, Gunnar Nilsson, Nabil Zary
Power of VA
Skills cluster
Courses’ Learning Outcomes
Knowledge cluster
Cluster of Program 8 competencies
Attitude cluster
Christos Vaitsis, Gunnar Nilsson, Nabil Zary

5. Christos Vaitsis, Gunnar Nilsson, Nabil Zary
Power of VA
Christos Vaitsis, Gunnar Nilsson, Nabil Zary

6. Christos Vaitsis, Gunnar Nilsson, Nabil Zary
Power of VA
Christos Vaitsis, Gunnar Nilsson, Nabil Zary

7. Christos Vaitsis, Gunnar Nilsson, Nabil Zary
Evaluation
2/3
Ability of the produced visualizations to  impact analytical reasoning and decision making
Christos Vaitsis, Gunnar Nilsson, Nabil Zary

8. Christos Vaitsis, Gunnar Nilsson, Nabil Zary
Future
3/3
Explore how Medbiquitous technical standards could be used to feed the VA engine and expand thus its functionality.
Christos Vaitsis, Gunnar Nilsson, Nabil Zary

9. Thank you! christos.vaitsis@ki.se
Christos Vaitsis, Gunnar Nilsson, Nabil Zary