Evidence map›Paper›PMID 36797725›Full record

ArticleBMC medical education2023

Stress responses in high-fidelity simulation and standard simulation training among medical students.

Pamela Barbadoro, Agnese Brunzini, Jacopo Dolcini, Luca Formenti, Aurora Luciani, Daniele Messi, Alessandra Papetti, Elisa Ponzio, Michele Germani, Starlab Working Collaborative Group and 1 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in BMC medical education, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07147322 (The Effect of Basic Life Support Training in a Virtual Environment on Perceived Stress and Measured Stress Responses Compared to Conventional Basic Life Support Training), which is not on this map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
3.9field-weighted citation impact, top 6% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT07147322 narecruitingnot on this mapstarted 2025, after this paper: background citation

The Effect of Basic Life Support Training in a Virtual Environment on Perceived Stress and Measured Stress Responses Compared to Conventional Basic Life Support Training

TypeinterventionalSponsorOulu University HospitalRan2025 to 2026Enrolled60ConditionsHeart Rate Variability, Biomarker of Stress, Stress and AnxietyArmsMedical education, basic life support training
3 · Its place in the literature

Who cites it

15 citing papers in PubMed, 22 citations in OpenAlex.

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  13. The use of extended reality in anesthesiology education: a scoping review.Canadian journal of anaesthesia = Journal canadien d'anesthesie · 2025
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors at 2 institutions in 1 country.

Pamela BarbadoroDepartment of Biomedical Sciences and Public Health, Section of Hygiene, Preventive Medicine and Public Health, Polytechnic University of the Marche Region, Ancona, Italy.
Agnese BrunziniDepartment of Industrial Engineering and Mathematical Sciences, Polytechnic University of the Marche Region, 60131, Ancona, Italy.
Jacopo DolciniDepartment of Biomedical Sciences and Public Health, Section of Hygiene, Preventive Medicine and Public Health, Polytechnic University of the Marche Region, Ancona, Italy. j.dolcini@staff.univpm.it.
Luca FormentiDepartment of Biomedical Sciences and Public Health, Section of Hygiene, Preventive Medicine and Public Health, Polytechnic University of the Marche Region, Ancona, Italy.
Aurora LucianiDepartment of Biomedical Sciences and Public Health, Section of Hygiene, Preventive Medicine and Public Health, Polytechnic University of the Marche Region, Ancona, Italy.
Daniele MessiDepartment of Biomedical Sciences and Public Health, Polytechnic University of the Marche Region, Ancona, Italy.
Alessandra PapettiDepartment of Industrial Engineering and Mathematical Sciences, Polytechnic University of the Marche Region, 60131, Ancona, Italy.
Elisa PonzioDepartment of Biomedical Sciences and Public Health, Section of Hygiene, Preventive Medicine and Public Health, Polytechnic University of the Marche Region, Ancona, Italy.
Michele GermaniDepartment of Industrial Engineering and Mathematical Sciences, Polytechnic University of the Marche Region, 60131, Ancona, Italy.
Starlab Working Collaborative Group
Erica AdrarioDepartment of Biomedical Sciences and Public Health, Polytechnic University of the Marche Region, Ancona, Italy.
Marche Polytechnic University · ITAzienda Ospedaliero Universitaria Ospedali Riuniti · IT

Funding

Università Politecnica delle Marche CUPI31I1800010000
6 · The paper itself

Abstract

backgroundSimulation has been recognized as a shift in healthcare education that can improve skills and patient safety and outcomes. High-fidelity simulation of critical medical situations can be a source of stress among participants that can interfere with students' abilities leading to unexpected emotional responses. The aim of this study is to determine if two simulation methods, high-fidelity (HF) and procedural simulation (PS), may be associated with stress responses at a self-perceived and biological level (salivary cortisol variations), and to compare stress levels of the two different simulation method. We also wanted to find independent variables associated with cortisol total hormonal output.

methodsA quasi-experimental before-after study was used including the administration of questionnaires, and biomarkers evaluation by salivary cortisol samples before and after simulation. A total of 148 students were eligible and agreed to participate in the study. We used paired T-test for mean comparison regarding State-trait anxiety for both HF and PT simulations. For NASA-TLX we performed a T-test mean comparison between groups. We used paired T-test mean comparison for cortisol analysis. Multivariable linear regression has been used to assess variables associated with AUC

resultsvalues of STAI-Y scores were relatively higher at the end of the HF and PS sessions. NASA-TLX was significantly higher at baseline for the HF simulations, with respect to the PS simulation. Cortisol fold increase was significantly different in the two groups. Linear regression showed that cortisol AUCg was related to the STAI-Y score in both groups.

conclusionParticipating students developed a stress response both after in the HF and PS training, testified by psychological and biological outputs. According to our results, stress levels were increased for simply being in a simulation scenario than to the intrinsic complexity of the task required. More studies are needed to confirm this trend and to clarify the role of simulated stress response in a long-term learning scenario.

Indexed as

High Fidelity Simulation TrainingSimulation TrainingStudents, MedicalAnxietyClinical CompetenceHumansHydrocortisoneStress, PsychologicalHydrocortisoneAnxietyCortisolHigh-fidelityMedical trainingSimulationStress

Identifiers

PMID36797725
PMCPMC9936714
OpenAlexW4321018858

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.