Related Experiment Video
Updated: Feb 28, 2026

Evaluation of Commercial-Off-The-Shelf Wrist Wearables to Estimate Stress on Students
Published on: June 16, 2018
Stress measurement in surgeons and residents using a smart patch
Mariska Weenk1, Alexander P B Alken1, Lucien J L P G Engelen2
1Department of Surgery, Radboud University Medical Center, The Netherlands.
A novel wearable patch sensor accurately measures real-time stress in surgeons, revealing highest stress levels during surgical procedures, especially for fellows and residents. This technology aids in identifying stress factors and improving patient safety.
Area of Science:
- Medical Technology
- Surgical Performance
- Occupational Health
Background:
- Surgeon stress can negatively impact performance and patient safety.
- Current stress measurement methods are often complex and lack real-time capabilities.
- Identifying stress triggers in surgical environments is crucial.
Purpose of the Study:
- To report stress measurements in surgeons and residents using a novel wearable patch sensor.
- To identify activities and risk factors associated with stress in surgeons.
- To evaluate the real-time stress monitoring capabilities of the patch sensor.
Main Methods:
- Surgeons and residents wore the HealthPatch™ sensor for 2-3 days during all activities.
- The patch recorded heart rate variability (HRV) and calculated real-time stress percentage.
- The patch data was compared with self-reported stress levels using the STAI (State-Trait Anxiety Inventory).
Main Results:
- A significant increase in HRV and stress percentage was observed during surgery compared to other activities.
- Consultant surgeons exhibited lower stress levels during operations than fellows and residents.
- Stress measurements from the patch sensor did not correlate with STAI self-assessment outcomes.
Conclusions:
- Continuous stress monitoring via wearable sensors provides valuable data on surgeon stress levels.
- Stress is highest during surgical procedures, particularly for surgical fellows and residents.
- This technology can help identify high-risk situations and inform interventions to manage surgeon stress.
More Related Videos
14:28Non-Invasive Monitoring of Microvascular Oxygenation and Reactive Hyperemia using Hybrid, Near-Infrared Diffuse Optical Spectroscopy for Critical Care
Published on: May 10, 2024
10:45A Community-based Stress Management Program: Using Wearable Devices to Assess Whole Body Physiological Responses in Non-laboratory Settings
Published on: January 22, 2018