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Updated: Jul 19, 2025

Noninvasive Determination of Vortex Formation Time Using Transesophageal Echocardiography During Cardiac Surgery
Published on: November 28, 2018
Variability and relative contribution of surgeon- and anesthesia-specific time components to total procedural time in
Matthew William Vanneman1, Melan Thuraiappah1, Igor Feinstein1
1Division of Cardiovascular & Thoracic Anesthesia, Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, Calif.
Insights
Surgeon control time (SCT) shows much greater variability than anesthesia control time (ACT) in cardiac surgery. Reducing surgeon-specific variability in SCT could enhance efficiency and patient access in coronary artery bypass graft procedures.
Area of Science:
- Cardiac Surgery
- Anesthesiology
- Health Services Research
Background:
- Decreasing time variability in cardiac surgery can improve efficiency and patient outcomes.
- The comparative variability of surgeon control time (SCT) and anesthesia control time (ACT) is not well understood.
Purpose of the Study:
- To compare the variability of SCT and ACT in coronary artery bypass graft (CABG) surgery.
- To identify factors contributing to procedural time variability in cardiac surgery.
Main Methods:
- Analysis of 669 CABG patients using linear regression.
- Estimation of adjusted SCT and ACT, controlling for patient and procedural factors.
- Sensitivity analyses to determine the impact of specific surgeon and anesthesiologist on time variability.
Main Results:
- Median SCT was 4.1 hours, significantly longer than median ACT of 1.0 hour.
- Variability in adjusted SCT among surgeons was 3.5-fold greater than variability in adjusted ACT among anesthesiologists.
- Individual surgeon and anesthesiologist accounted for 50% of the model's explanatory power.
Conclusions:
- SCT variability is substantially higher than ACT variability and is strongly linked to the individual surgeon.
- Reducing SCT variability presents a potential target for improving operational efficiency in cardiac surgery.
- Further research is needed to identify modifiable factors for reducing SCT variability.
Background:
Decreasing variability in time-intensive tasks during cardiac surgery may reduce total procedural time, lower costs, reduce clinician burnout, and improve patient access. The relative contribution and variability of surgeon control time (SCT) and anesthesia control time (ACT) to total procedural time is unknown.
Methods:
A total of 669 patients undergoing coronary artery bypass graft (CABG) surgery were enrolled. Using linear regression, we estimated adjusted SCTs and ACTs, controlling for patient and procedural covariates. The primary endpoint compared overall SCTs and ACTs. The secondary endpoint compared the variability in adjusted SCTs and ACTs. Sensitivity analyses quantified the relative importance of the specific surgeon and anesthesiologist in the adjusted linear models.
Results:
The median SCT was 4.1 hours (interquartile range [IQR], 3.4-4.9 hours) compared to a median ACT of 1.0 hours (IQR, 0.8-1.2 hours; P < .001). Using linear regression, the variability in adjusted SCT among surgeons (range, 1.8 hours) was 3.5-fold greater than the variability in adjusted ACT among anesthesiologists (range, 0.5 hour; P < .001). The specific surgeon and anesthesiologist accounted for 50% of the explanatory power of the predictive model (P < .001).
Conclusions:
SCT variability is significantly greater than ACT variability and is strongly associated with the surgeon performing the procedure. Although these results suggest that SCT variability is an attractive operational target, further studies are needed to determine practitioner specific and modifiable attributes to reduce variability and improve efficiency.
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