ArticlePloS one2018
Heart rate variability can clarify students' level of stress during nursing simulation.
Article in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed.
- The Impact on the Stress-Associated Autonomic Response of Physiotherapy Students Receiving Interferential Current in an Electrotherapy Training Session.International journal of environmental research and public health · 2022Trial
- Physical activity buffers physiological stress during high emotional distress: a wearable-derived prospective cohort study.medRxiv : the preprint server for health sciences · 2026Article
- An educational intervention to bridge the gap between nurses and nurse assistants- a focus group study in Norway.BMC nursing · 2025Article
- "No pain, no gain": Simulation-based learning in teacher education: The mediating role of simulation hindrances.PloS one · 2025Article
- Too stressed to think? A scoping review of the literature for healthcare educators utilising high acuity clinical scenarios.BMC medical education · 2024Article
- Untapped resource: the simulation-based healthcare environment as a means to study human stress.The Ulster medical journal · 2024Review
- Simulation-based education as a provider of fieldwork insights - experiences of ambulance nurse specialist students.BMC nursing · 2023Article
- Observational
- Role of peer learning and self-efficacy in parasympathetic activity during the simulation learning process in nursing students.Nursing open · 2023Observational
- A Systematic Review of Heart Rate Variability as a Measure of Stress in Medical Professionals.Cureus · 2023Review
- A Review of AI Cloud and Edge Sensors, Methods, and Applications for the Recognition of Emotional, Affective and Physiological States.Sensors (Basel, Switzerland) · 2022Review
- Bispectral Index Alterations and Associations With Autonomic Changes During Hypnosis in Trauma Center Researchers: Formative Evaluation Study.JMIR formative research · 2021Article
- Article
- The effect of clinical simulation assessment on stress and anxiety measures in emergency care students.African journal of emergency medicine : Revue africaine de la medecine d'urgence · 2020Article
- Reliability and validity study of the Spanish adaptation of the "Educational Practices Questionnaire" (EPQ).PloS one · 2020Article
- Effectiveness of Health Guidance Simulation in Community Settings for Public Health Nursing Students: A Preliminary Study.SAGE open nursingArticle
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Simulation is regarded as an effective educational method for the delivery of clinical scenarios. However, exposure to unfamiliar environments during simulation can cause excessive stress among students, possibly leading to unnatural speech/behavior and poor skill learning (Yerkes-Dodson's law). Thus, assessing students' stress in a simulation can provide educators with a better understanding of their mental state. This study sought to clarify stress changes throughout the progression of the simulation by measuring heart rate variability and students' subjective reactions in 74 nursing students. Heart rate variability was calculated in terms of its high-frequency (HF) and low-frequency/high-frequency (LF/HF) components during 4 phases-the break, patient care, reporting, and debriefing. Students were interviewed about stress experienced during the simulation. The results showed that HF decreased significantly from the break to the patient care and reporting phases. Furthermore, LF/HF increased significantly from the break to the reporting phases. Approximately 55 students felt stressed during the simulation, 24 of whom felt most stressed during the reporting phase. Therefore, the reporting phase involved high objective and subjective stress. It may be possible that the educator's evaluative attitude increased students' stress. Therefore, a stress intervention during the reporting phase might further improve students' performance during that phase. The debriefing phase did not significantly differ from the break phase for objective stress, and students did not report feeling stressed. Thus, in this phase, they were released from the stress of the reporting phase and the unfamiliar environment. During this phase, they might be able to learn what they could not understand owing to high stress in the patient care and reporting phases. This study provides objective and subjective evidence of students' stress during simulation, and indicates the necessity of providing support during the reporting phase and the importance of debriefing when using clinical scenarios for teaching clinical skills.
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