Evidence map›Paper›PMID 41464445›Full record

ArticleInternational journal of environmental research and public health2025

Application of Computational Simulation for Occupational Safety Assessment in a Psychiatric Hospital.

Ruan Lucas, Carmen Riascos, Eugenio Merino, Jader Borges

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Ruan LucasAcademic Unit of Mechanical Engineering, Federal University of Campina Grande, Campina Grande 58429-900, PB, Brazil.
Carmen RiascosProduction Engineering Department, Federal University of Santa Catarina (UFSC), Florianópolis 88040-970, SC, Brazil.ORCID 0000-0001-6823-8144
Eugenio MerinoDesign Department, Graduate Program in Production Engineering and Graduate Program in Design, Federal University of Santa Catarina (UFSC), Florianópolis 88040-970, SC, Brazil.ORCID 0000-0002-7113-6031
Jader BorgesAcademic Unit of Mechanical Engineering, Federal University of Campina Grande, Campina Grande 58429-900, PB, Brazil.

Funding

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brasil (CAPES) 001
6 · The paper itself

Abstract

Psychiatric hospitals present occupational hazards, with patients' unexpected behaviors constituting a unique factor that makes the safety climate crucial for preventing injuries and ensuring a healthy work environment. In this context, this study analyzed occupational injuries and safety conditions in a psychiatric hospital in southern Brazil, employing system dynamics (SD)-based computational simulation as a decision-support tool. The study was carried out in five stages: definition of the case study; collection and descriptive analysis of injury data; development of safety indicators; SD modeling and simulation; and model validation through sensitivity analysis. The simulation results indicated that: (i) a 10% increase in personal protective equipment (PPE) usage reduced perceived risk to 76.48%; (ii) a 25% increase in patients' unexpected behaviors resulted in six additional injuries; and (iii) standardizing 50% of activities could prevent seven injuries per year. The findings suggest that computational simulation enhances analytical capacity and demonstrate that the safety climate is directly influenced by mitigating occupational risks, implementing standardized internal procedures, training personnel, and establishing effective safety indicators.

Indexed as

Accidents, OccupationalComputer SimulationHospitals, PsychiatricOccupational HealthOccupational InjuriesAdultBrazilFemaleHumansMalePersonal Protective EquipmentRisk Assessmentnursing staffoccupational risksoccupational safetyoccupational simulationworkplace accidents

Identifiers

PMID41464445
PMCPMC12733023

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.