Evidence map›Paper›PMID 41627456›Full record

ArticleEuropean journal of trauma and emergency surgery : official publication of the European Trauma Society2026

Influence of sociodemographic factors on expert-rated non-technical skills in trauma team simulations.

Marika Ylönen, Mikko Heinänen, Antti Tuominen, Juha Paloneva, Eerika Rosqvist

Abstract read
In one paragraph

Article in European journal of trauma and emergency surgery : official publication of the European Trauma Society, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Marika YlönenDepartment of Anaesthesia and Intensive Care, Wellbeing Services County of Central Finland, Hospital Nova of Central Finland, Jyväskylä, Finland. marika.ylonen@hyvaks.fi.ORCID http://orcid.org/0000-0002-4467-8425
Mikko HeinänenDepartment of Orthopaedics and Traumatology, Trauma Unit and Helsinki Trauma Registry, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.
Antti TuominenDepartment of Surgery, Wellbeing Services County of Central Finland, Hospital Nova of Central Finland, Jyväskylä, Finland.
Juha PalonevaDepartment of Surgery, Wellbeing Services County of Central Finland, Hospital Nova of Central Finland, Jyväskylä, Finland.
Eerika RosqvistCenter of Healthcare Expertise, Competence and Development Services/Human Resources Services, Wellbeing Services County of Central Finland, Hospital Nova of Central Finland, Jyväskylä, Finland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeHospital trauma teams consist of multidisciplinary healthcare professionals with diverse backgrounds and varying levels of non-technical skills. While these skills can be improved through team simulation training, little is known whether there is a link between the sociodemographic backgrounds of team members and their non-technical skills. The objective of this study was to assess whether such sociodemographic details influence variations in non-technical skill levels as evaluated with the T-NOTECHS scale.

methodsThis prospective study included 337 trauma team simulation trainings with 1822 participants in 2013-22. Data collection metrics included: (1) individual sociodemographic details (gender, age, occupation, working experience in years in present duty, and number of times participating in trauma team simulation training); (2) team size; and (3) team performance as assessed by an expert rater across the five domains of T-NOTECHS (leadership, cooperation and resource management, communication and interaction, assessment and decision making, and situation awareness/coping with stress) on a five-point Likert scale.

resultsThere were no significant differences in the T-NOTECHS scores based on gender, age, occupation, or training frequency. Work experience and team size were consistently associated with non-technical performance, with lower scores among less experienced professionals and smaller teams.

conclusionWork experience and team size were the strongest background factors associated with non-technical skills in simulated trauma teams. Less experienced professionals and those in smaller teams had consistently lower performance. These findings underscore the importance of clinical experience and team composition in team effectiveness and highlight the need for targeted support for early-career professionals.

Indexed as

Clinical CompetencePatient Care TeamSimulation TrainingAdultCommunicationDecision MakingFemaleHumansLeadershipMaleMiddle AgedProspective StudiesSocioeconomic FactorsNon-technical skillsSimulation trainingSociodemographicT-NOTECHSTrauma team

Identifiers

PMID41627456
PMCPMC12864299

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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.