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Enhancing skill learning with dual-user haptic feedback: insights from a task-specific approach
Yao Zhang1, Olyvia Wang1, Yanqing Wang2
1Surgical Simulation Research Lab, Department of Surgery, University of Alberta, Edmonton, AB, Canada.
Frontiers in Robotics and AI
|December 11, 2023
Summary
Haptic feedback in laparoscopic surgery training significantly improved grasping time. This skill acquisition tool was more impactful for orientation tasks than for cutting tasks, suggesting its potential benefits for surgical education.
Area of Science:
- Surgical training and simulation
- Human-computer interaction
- Robotics and control systems
Background:
- Laparoscopic surgery requires specialized skills.
- Haptic feedback systems offer potential for enhanced surgical training.
- The differential impact of haptic feedback on various surgical tasks is not fully understood.
Purpose of the Study:
- To investigate the effect of inter-user haptic feedback on skill acquisition in laparoscopic surgery.
- To determine if haptic feedback differentially impacts orientation versus cutting tasks.
- To test the hypothesis that haptic feedback benefits orientation tasks more than cutting tasks.
Main Methods:
- Ten novice participants trained in laparoscopic pattern-cutting tasks over six sessions.
- Participants were divided into a haptic feedback group (expert guidance) and a control group (self-practice).
- Task performance was analyzed by comparing left-hand (manipulation) and right-hand (cutting) performance, with haptic feedback instances recorded.
Main Results:
- Practice reduced overall task time, grasping time, and cutting errors.
- Haptic feedback significantly decreased grasping time compared to the control group.
- Haptic feedback instances were more frequent during grasping than cutting tasks.
Conclusions:
- Haptic feedback appears to have a greater impact on orientation tasks than cutting tasks in laparoscopic surgery training.
- The findings suggest haptic feedback is a valuable tool for surgical skill acquisition, particularly for tasks involving object manipulation.
- A larger sample size is recommended for more robust conclusions on the differential effects of haptic feedback.

