Visual Analytics in Healthcare Education Impacting Analytical Reasoning

Visual Analytics in Healthcare Education: Impacting Analytical Reasoning and Decision Making for Quality Improvement Christos Vaitsis, Gunnar Nilsson, Nabil Zary Karolinska Institutet Stockholm, Sweden 2020 -09 -17 Christos Vaitsis, Gunnar Nilsson, Nabil Zary 1

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. Peer. J Pre. Prints 2: e 456 v 1; 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. 1163 – 1167). doi: 10. 3233/978 -1 -61499 -432 -9 -116 • Vaitsis, C. , Nilsson, G. , & Zary, N. Visual Analytics in Medical Education: Impacting Analytical Reasoning and Decision Making for Quality Improvement, in: MIE 2015, Madrid. 2020 -09 -17 Christos Vaitsis, Gunnar Nilsson, Nabil Zary 2

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 2020 -09 -17 Christos Vaitsis, Gunnar Nilsson, Nabil Zary 3

Power of VA Skills cluster Courses’ Learning Outcomes Knowledge cluster Attitude cluster 2020 -09 -17 Cluster of Program 8 competencies Christos Vaitsis, Gunnar Nilsson, Nabil Zary 4

Power of VA 2020 -09 -17 Christos Vaitsis, Gunnar Nilsson, Nabil Zary 5

Power of VA 2020 -09 -17 Christos Vaitsis, Gunnar Nilsson, Nabil Zary 6

Evaluation 2/3 • Ability of the produced visualizations to impact analytical reasoning and decision making 2020 -09 -17 Christos Vaitsis, Gunnar Nilsson, Nabil Zary 7

Future 3/3 • Explore how Medbiquitous technical standards could be used to feed the VA engine and expand thus its functionality. 2020 -09 -17 Christos Vaitsis, Gunnar Nilsson, Nabil Zary 8

Thank you! christos. vaitsis@ki. se 2020 -09 -17 Christos Vaitsis, Gunnar Nilsson, Nabil Zary 9