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Event-centered phase segmentation for multimodal simulation analysis

Research Method · All research methods
Evidence · 1 claim (1 for) · 1 study (1 associational), q2 · 0 of 1 report an effect size · 1 claim rests on one study

Description

A reusable analytic pattern in which a simulation scenario is divided into three scripted segments so behaviors, regulation strategies and physiological responses can be compared across critical points. The article explains: "We used the patient’s deterioration and scripted events to guide the segmentation of data, for example, we may use the “patient’s” sudden drop in pulse or the anaphylactic shock that tightens the airway to initiate the transition from the ‘‘Beginning’’ to the ‘‘Escalation’’ of a simulation." Segments were chosen for comparable length and to identify the stakes at each point, with the 'Peak' marking the convergence of medical decision-making and execution of patient care.

Accounts

  • Segmenting simulation scenarios into 'Beginning', 'Escalation' and 'Peak' for comparative multimodal analysis: A reusable analytic pattern in which a simulation scenario is divided into three scripted segments so behaviors, regulation strategies and physiological responses can be compared across critical points. The article explains: "We used the patient’s deterioration and scripted events to guide the segmentation of data, for example, we may use the “patient’s” sudden drop in pulse or the anaphylactic shock that tightens the airway to initiate the transition from the ‘‘Beginning’’ to the ‘‘Escalation’’ of a simulation." Segments were chosen for comparable length and to identify the stakes at each point, with the 'Peak' marking the convergence of medical decision-making and execution of patient care. (Moreno et al. (2024))

Claims

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Key Sources

  • Moreno, M., Patino Melo, L., Grewal, K., Matin, N., Azher, S., & Harley, J.M. (2024). Analyzing Multimodal Data to Understand Medical Trainees' Regulation Strategies and Physiological Responses in High-Fidelity Medical Simulation Scenarios. Metacognition and Learning, 19, 1161–1213. https://doi.org/10.1007/s11409-024-09403-z
Page metadata
Field Value
type research-method
id event-centered-phase-segmentation-for-multimodal-simulation-analysis
title Event-centered phase segmentation for multimodal simulation analysis
description A reusable analytic pattern in which a simulation scenario is divided into three scripted segments so behaviors, regulation strategies and physiological responses can be compared across critical points.
status review
generated by process:settle-candidates on 2026-10-19
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