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AI Smart Glasses Feedback for Intubation Training in Medical Students
Sponsor: Tri-Service General Hospital (TSGH)
Summary
The goal of this educational study is to learn whether AI smart glasses can score and give feedback on endotracheal intubation performed by medical students on a manikin, and when this AI feedback is most useful during anesthesia training. The main questions it aims to answer are: * Do AI scores of the intubation OSCE (Objective Structured Clinical Examination) agree with scores given by faculty examiners? * Does practicing with AI smart-glasses feedback before or after the airway lecture lead to better intubation OSCE performance, self-efficacy, and cognitive load? Medical interns rotating through the Department of Anesthesiology at Tri-Service General Hospital (Taiwan) for 2 weeks will be randomized by rotation group to practice intubation once with the AI smart glasses either before the airway lecture (week 1) or after it (week 2). At the end of the rotation, all participants will take an intubation OSCE while wearing the AI glasses, scored independently by a faculty examiner and by the AI. Participants will also complete short questionnaires on self-efficacy (before and after the rotation) and cognitive load (after AI practice). All procedures are performed on a manikin; no patients are involved.
Official title: AI Smart Glasses for Automated Scoring and Feedback in Medical Students' Endotracheal Intubation OSCE: A Cluster-Randomized Educational Study
Key Details
Gender
All
Age Range
18 Years - 30 Years
Study Type
INTERVENTIONAL
Enrollment
200
Start Date
2027-01-01
Completion Date
2028-12-31
Last Updated
2026-10-27
Healthy Volunteers
Yes
Interventions
AI smart-glasses intubation practice with automated feedback
One individual practice session (about 15 minutes) of endotracheal intubation on an airway manikin while wearing AI smart glasses (HTC). The glasses record first-person video of the procedure; after upload, the AI scores the performance against the 10-item intubation OSCE checklist (each item 0/1/2, total 0-20, plus a 1-5 global rating) and immediately displays item-by-item scores and written feedback for the student to review. The investigator only assists with operating the glasses and does not teach intubation during the session. The two arms differ only in the timing of this session relative to the airway lecture.
Locations (1)
Tri-Service General Hospital
Taipei, Taiwan