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Subjective workload in operating room team members during robotic hernia procedures
Daphne Remulla1, Cammy Tang2, Kimberly P Woo3
1Department of Surgery, Cleveland Clinic Foundation, Cleveland, OH, USA. remulld@ccf.org.
Journal of Robotic Surgery
|August 21, 2025
Summary
Operating room teams reported similar baseline workloads during robotic hernia repair, with circulators experiencing the highest demands. Surgeons
Area of Science:
- Robotic surgery
- Surgical workflow analysis
- Human factors in medicine
Background:
- The United States robotic surgery landscape has been dominated by a single platform for over 25 years.
- Introduction of new robotic systems necessitates evaluation of their impact on operating room team subjective workload.
- Understanding baseline workload is crucial for assessing adaptation to new surgical technologies.
Purpose of the Study:
- To establish baseline subjective workload measurements for operating room team members during robotic hernia repair using the DaVinci surgical robot.
- To provide reference points for evaluating team adaptation to new robotic platforms.
- To analyze role-based and complexity-related workload differences in robotic surgery.
Main Methods:
- Prospective collection of NASA-TLX surveys from surgeons, circulators, and scrub staff during robotic hernia repairs (February-December 2024).
- Analysis of baseline demographics and prior robotic experience.
- Linear mixed-effects models (LMMs) used to analyze role-based and complexity-related workload, accounting for repeated measurements.
Main Results:
- 131 surveys from 14 participants across 72 cases were analyzed.
- Circulators reported the highest overall workload (mean 30.6), followed by scrub staff (mean 25.1), and surgeons (mean 24.4).
- Surgeon workload significantly increased with case complexity (p < 0.0001), while circulator and scrub staff workload remained unaffected. Circulators reported higher effort and worse self-assessed performance compared to other team members.
Conclusions:
- This study provides role-specific benchmarks for intraoperative workload in robotic hernia surgery.
- Findings offer essential reference metrics for evaluating new robotic platforms.
- Further research is needed to optimize workload, enhancing patient safety, team efficiency, and staff well-being during adoption of new robotic systems.

