Related Experiment Video
Updated: Feb 6, 2026

Usability Evaluation of Augmented Reality: A Neuro-Information-Systems Study
Published on: November 30, 2022
Non-technical skill performance during remote, international, augmented-reality neonatal resuscitation protocol
Marcos Rojas1,2, Romy Yun3, Asheen Rama3
1Stanford School of Medicine, Stanford University, California, United States. marcosrp@stanford.edu.
Remote augmented reality (AR) simulations effectively assessed non-technical skills (NTS) in neonatal resuscitation training for international residents. This technology offers a scalable solution for NTS education, overcoming resource limitations in global health settings.
Area of Science:
- Medical Simulation
- Global Health Education
- Augmented Reality in Medicine
Background:
- Neonatal resuscitation training necessitates proficiency in both technical and non-technical skills (NTS).
- The Neonatal Resuscitation Program (NRP) curriculum integrates leadership, teamwork, and situational awareness.
- Simulation-based education is crucial for NTS but faces accessibility challenges in low-resource regions; augmented reality (AR) presents a scalable, remote alternative.
Purpose of the Study:
- To evaluate the feasibility of remote AR medical simulation for assessing NTS during neonatal resuscitation.
- To determine the efficacy of AR in delivering NTS training across international medical institutions.
Main Methods:
- A prospective, single-arm feasibility study was conducted with pediatric and anesthesiology residents in Santiago, Chile, remotely guided by instructors in California.
- Neonatal resuscitation scenarios were delivered via an AR medical simulator.
- Non-technical skills performance was assessed using the Anesthetists' Non-Technical Skills (ANTS) tool and Behaviorally Anchored Rating Scale (BARS), alongside system usability (SUS) and ergonomics evaluations.
Main Results:
- Participants achieved adequate NTS performance, with ANTS scores ranging from 2.5-2.9 and BARS scores from 5.2-5.4 (on scales of 1-4 and 1-9, respectively).
- Performance metrics were comparable to traditional, in-person simulation-based training.
- The AR system demonstrated high usability and minimal ergonomic burden.
Conclusions:
- Remote, international AR neonatal resuscitation simulations are feasible for assessing measurable NTS performance.
- This approach validates AR as a viable tool for global NTS medical education, addressing logistical barriers.
Related Concept Videos
Internal Energy
Internal Energy
Cardiopulmonary Resuscitation I: Adult
Internal Receptors
Cardiopulmonary Resuscitation III: AED Use
Cardiopulmonary Resuscitation IV: Pharmacological Management

