Vitaliy Popov

University of Michigan

prof_pic.jpg

#217 Victor Vaughan

1111 E. Catherine Str.

Ann Arbor, MI 48109, USA

I am an Assistant Professor in the Department of Learning Health Sciences with a courtesy appointment at the U-M School of Information. I am also the Director of Learning Sciences and Technology for the Clinical Simulation Center for University of Michigan Medical School.

My research focuses on understanding how team function can be optimized to lead to better learning gains, performance and healthcare outcomes. My background allows me to utilize evidence in education science, simulation-based training and learning analytics to understand how healthcare professionals can better work in teams and how we can support these processes to foster health care delivery. I completed my Ph.D. on computer-supported collaborative learning at Wageningen University & Research Center, in the Netherlands.

Current research projects are situated at the intersection of Learning Sciences, Health Sciences, Artificial Intelligence, and eXtended Reality. I am currently serving as a PI or Co-PI on several projects funded by the National Science Foundation ranging from applying multimodal learning analytics in teamwork in VR to understanding the mechanisms of joint visual attention in the operating room. I am on the Editorial Boards for the Annals of Medicine Journal - Medical Education section and the International Journal of Computer-Supported Collaborative Learning.

Research areas:

Learning sciences, learning analytics, science of team science, computer supported collaborative learning (CSCL), computer supported cooperative work (CSCW), Human-Computer Interaction, team-based clinical simulation training, eXtended Reality.

selected publications

  1. L&I
    Applying multimodal learning analytics to naturalistic recordings of clinical simulations: towards an accurate and scalable pipeline for automated feedback generation
    Popov, Vitaliy, Nguyen, Steve, and Ochoa, Xavier
    Learning and Instruction 2026
  2. ACM Trans
    AutoCLC: towards automated assessment and feedback on closed-loop communication in team-based healthcare simulation training
    Li, Kaylee Yaxuan, Huang, Kunpeng, Harmer, Bryan, Ducharme, Casey, Heasman, Benjamin, Falahee, Eleanor Anne, Cooke, James M, Cole, Michael, Sample, Alanson P, and Popov, Vitaliy
    ACM Transactions on Computing for Healthcare 2025
  3. Ann. of medicine
    Metaverse-based simulation: a scoping review of charting medical education over the last two decades in the lens of the ‘marvelous medical education machine’
    Popov, Vitaliy, Mateju, Natalie, Jeske, Caris, and Lewis, Kadriye O
    Annals of Medicine 2024
  4. CHI
    eXplainMR: Generating Real-time Textual and Visual eXplanations to Facilitate UltraSonography Learning in MR
    Wang, Jingying, Zhang, Jingjing, Capizzano, Juana Nicoll, Sigakis, Matthew, Wang, Xu, and Popov, Vitaliy
    In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems 2025