Movement and proximity metrics relate to team situation awareness: teams with higher rated SA showed less movement, and time spent near the primary surgeon predicted NOTSS scores¶
Claim · All claims
Evidence · 1 study · reviewr2·q2
Currency · newest study 2024 · not yet checked against its sources · not reviewed by a person · recheck by 2027: tool and model accuracy changes quickly
Subclaims¶
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q2 i? Computer vision and proximity sensor studies found teams with higher rated SA had lower movement entropy, and time spent close to the primary operating surgeon predicted team members' NOTSS scores. → Howie Emma E. 2024
Evidence¶
Howie Emma E. 2024¶
Howie Emma E., Ambler Olivia, Gunn Eilidh G.M., Dias Roger D., Wigmore Stephen J., Skipworth Richard J.E., Yule Steven J. (2024). Surgical Sabermetrics: A Scoping Review of Technology-enhanced Assessment of Nontechnical Skills in the Operating Room. Annals of Surgery. https://doi.org/10.1097/SLA.0000000000006211
q2 · i? · review · r2
The review attributes this finding to sensor-based behavior metric studies of surgical teams (citing Cha et al and Dias et al), in which human NOTSS ratings assigned teams to low and high SA groups and digital movement metrics were compared between them.
"The time a team member spent close to the primary operating surgeon was a predictor of their NOTSS score."
Discussion¶
Related Claims¶
- Computer vision tracking is the most common method of automated operative video analysis, with CNN the leading AI-based approach — related
- Team cognition predicts team performance: transactive memory systems (20%) and shared mental models (10%) explain significant variance, and situational awareness shows the largest relationship but rests on a small sample — related
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