Utilizing a surgical sabermetrics framework to assess the impact of trainer behavior on trainee cognitive load during vascular surgery simulation

Abstract Surgical training programs lack data-driven, objective feedback of resident surgeon technical performance, non-technical skill and intraoperative cognitive load (CogL). Cognitive load is the working memory resource required to perform a task. When capacity is exceeded, cognitive overload occurs, which can negatively affect fine motor and communication skills. Surgical sabermetrics is an emerging field, which focuses on advanced analytics of data derived from audiovisual recordings of operations and non-invasive physiological sensors measuring surgeon CogL. Incivility is prevalent across surgical specialties and has been shown to negatively influence morale, teamwork and performance. Little is known about the impact of CogL on trainee surgeon development, and a gap in knowledge is the impact of intraoperative trainer teaching style and behavior on trainee CogL. Simulation models provide an opportunity to instigate a sabermetrics framework to assess whether trainer behavior objectively impacts trainee CogL and surgical performance, with no risk to patient safety. In this randomized trial, vascular surgery residents will be allocated to one of two groups: supportive trainer or critical trainer. All participants will be tasked with completing a standardized, simulated vascular anastomosis using a femoral artery model, during which they will be exposed to one of these trainer behaviors. A sabermetrics framework will be utilized to collate objective data about participant technical performance, non-technical skills and CogL. Full ethical approval has been obtained for this study. Dissemination of the results will be through conferences and publications in peer reviewed journals.

Authors

Institutions

Publication Details

Journal
Journal of Surgical Protocols and Research Methodologies
Published
2024-10-01
DOI
https://doi.org/10.1093/jsprm/snae015
Citations
2
Primary Topic
Surgical Simulation and Training
Type
article
Field-Weighted Citation Impact
1.15

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Utilizing a surgical sabermetrics framework to assess the impact of trainer behavior on trainee cognitive load during vascular surgery simulation

Andrew L. Tambyraja, Steven Yule, Connor Boyle, Joel Norton et al.
2 citations
Journal of Surgical Protocols and Research Methodologies
Surgical Simulation and Training
1.15
article

Utilizing a surgical sabermetrics framework to assess the impact of trainer behavior on trainee cognitive load during vascular surgery simulation

Andrew L. Tambyraja, Steven Yule, Connor Boyle, Joel Norton, Fiona Kerray
article en
2 citations

Abstract

Abstract Surgical training programs lack data-driven, objective feedback of resident surgeon technical performance, non-technical skill and intraoperative cognitive load (CogL). Cognitive load is the working memory resource required to perform a task. When capacity is exceeded, cognitive overload occurs, which can negatively affect fine motor and communication skills. Surgical sabermetrics is an emerging field, which focuses on advanced analytics of data derived from audiovisual recordings of operations and non-invasive physiological sensors measuring surgeon CogL. Incivility is prevalent across surgical specialties and has been shown to negatively influence morale, teamwork and performance. Little is known about the impact of CogL on trainee surgeon development, and a gap in knowledge is the impact of intraoperative trainer teaching style and behavior on trainee CogL. Simulation models provide an opportunity to instigate a sabermetrics framework to assess whether trainer behavior objectively impacts trainee CogL and surgical performance, with no risk to patient safety. In this randomized trial, vascular surgery residents will be allocated to one of two groups: supportive trainer or critical trainer. All participants will be tasked with completing a standardized, simulated vascular anastomosis using a femoral artery model, during which they will be exposed to one of these trainer behaviors. A sabermetrics framework will be utilized to collate objective data about participant technical performance, non-technical skills and CogL. Full ethical approval has been obtained for this study. Dissemination of the results will be through conferences and publications in peer reviewed journals.

Journal of Surgical Protocols and Research MethodologiesVol. 2024(4)
Edinburgh Royal Infirmary (GB), University of Edinburgh (GB)
Circulation Foundation, Royal College of Surgeons of Edinburgh, Vascular Society
Openalex Percentile: Top 19%
Surgical Simulation and Training
1.15
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.