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Record W7103749503 · doi:10.54531/mkuq6738

A26 Disaster Preparedness and Management through Interprofessional Education: A Simulation-Based Study Among Health Profession Students

2025· article· en· W7103749503 on OpenAlexaboutno aff

Bibliographic record

VenueJournal of Healthcare Simulation · 2025
Typearticle
Languageen
FieldHealth Professions
TopicDisaster Response and Management
Canadian institutionsnot available
Fundersnot available
KeywordsPreparednessInterprofessional educationHealth professionsTeamworkPerceptionHealth carePatient safetyHealth professionals

Abstract

fetched live from OpenAlex

Introduction: Interprofessional education (IPE) equips health profession students for collaborative practice [1]. Simulation-based IPE allows students from different professions to learn together in simulated scenarios, enhancing teamwork and patient care [2]. This study aims to conduct a comprehensive evaluation of a simulation-based IPE activity focused on disaster preparedness and management for health profession students [3]. Methods: An IPE simulation focused on disaster preparedness and management phases (mitigation, preparedness, response, recovery) was conducted for undergraduate health profession students. Students, assessors, and standardized patients (SPs) participated. Data was collected from students using the Team Perception of Collaborative Care, from assessors using the Modified McMaster-Ottawa Scale, and from SPs using the Standardized Patient Team Evaluation Instrument. Results: Thirty-three students, 13 assessors, and 8 SPs participated. Students self-reported positive perceptions of teamwork, with over 90% agreement across all domains. Assessors’ ratings corroborated these findings, with over 80% of students scoring at or above expectations in all domains. While not statistically significant, a trend towards improved performance across cases suggested a learning curve effect. Students with prior IPE experience demonstrated significantly better performance, with a mean score of 2.42 (95% CI: 2.24-2.60) compared to 2.06 (95% CI: 1.80-2.33) for students without prior IPE experience. Similarly, students who completed a practice placement achieved a higher mean score of 2.48 (95% CI: 2.30-2.65) compared to 2.12 (95% CI: 1.86-2.37) for those who did not. SPs evaluations aligned with these positive trends, with over 70% strongly agreeing or agreeing on positive interprofessional practice behaviors. Discussion: This study provides evidence supporting the integration of IPE into health profession curricula to enhance disaster preparedness and interprofessional collaboration. Ethics Statement: As the submitting author, I can confirm that all relevant ethical standards of research and dissemination have been met. Additionally, I can confirm that the necessary ethical approval has been obtained, where applicable. References 1. Centre for the Advancement of Interprofessional Education. What is Interprofessional Education? [Internet]. 2006 [cited 2025 Apr 27]. Available from: https://www.caipe.org/about 2. World Health Organization. Framework for Action on Interprofessional Education & Collaborative Practice [Internet]. 2010 [cited 2025 Apr 27]. Available from: https://www.who.int/publications/i/item/framework-for-action-on-interprofessional-education-collaborative-practice 3. Alfred D, Chilton J, Connor D, Deal B, Fountain R, Hensarling J, et al. Preparing for disasters: education and management strategies explored. Nurse Educ Pract. 2015;15(1):82–9.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.187
Threshold uncertainty score0.884

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.058
GPT teacher head0.527
Teacher spread0.469 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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