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Computerized Adaptive Testing System of Functional Assessment of Stroke

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Design and Development of an Objective Evaluation System for a Web-Based Simulator for Trauma Management.

Blanca Larraga-García¹, Luis Castañeda López¹, Fernando Monforte-Escobar²

¹Escuela Técnica Superior de Ingenieros de Telecomunicación, Universidad Politécnica de Madrid, Madrid, Spain.

Applied Clinical Informatics

|September 6, 2023

Summary

Training with a web-based simulator improved trauma care metrics for medical students and residents. This study introduces new metrics for evaluating trauma management skills and learning processes.

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Last Updated: Jul 17, 2025

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Area of Science:

Medical Education
Trauma Care
Simulation-Based Training

Background:

Trauma injuries are a leading global cause of death.
Effective training in trauma protocols is crucial for rapid patient treatment.

Purpose of the Study:

To evaluate deviations from trauma treatment protocols.
To test a new set of metrics for assessing trauma management skills.

Main Methods:

Final-year medical students and residents trained on four trauma scenarios using a web-based simulator.
Pre- and post-training assessments evaluated protocol adherence and performance using novel metrics.
Scenarios included hospital and prehospital pelvic and lower limb traumas.

Main Results:

Training with the simulator generally led to an improvement in the proposed metrics.
The new metrics demonstrated effectiveness in evaluating trauma management skills.

Conclusions:

The new metrics offer automated, comprehensive performance evaluation for trainers.
Real-time feedback from these metrics supports trainees in trauma management learning.