Evidence map›Paper›PMID 39857582›Full record

ArticleInternational journal of environmental research and public health2025

Analysis of the Climate Impact on Occupational Health and Safety Using Heat Stress Indexes.

Guilherme Neto Ferrari, Guilherme Custódio Dos Santos, Paulo Cesar Ossani, Gislaine Camila Lapasini Leal, Edwin Vladimir Cardoza Galdamez

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. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Increasing physical work capacity losses due to heat stress increase.International journal of biometeorology · 2025
    Article
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

5 authors.

Guilherme Neto FerrariComputer Science Postgraduate Program, Informatics Department, State University of Maringá, Av. Colombo, 5790, Bloco C56, Zona 7, Maringá 87020-900, Paraná, Brazil.ORCID 0000-0001-6198-2616
Guilherme Custódio Dos SantosProduction Engineering Department, State University of Maringá, Av. Colombo, 5790, Bloco 19/20, Zona 7, Maringá 87020-900, Paraná, Brazil.ORCID 0009-0004-1375-4490
Paulo Cesar OssaniStatistics Department, State University of Maringá, Av. Colombo, 5790, Bloco E90, Zona 7, Maringá 87020-900, Paraná, Brazil.ORCID 0000-0002-6617-8085
Gislaine Camila Lapasini LealComputer Science Postgraduate Program, Informatics Department, State University of Maringá, Av. Colombo, 5790, Bloco C56, Zona 7, Maringá 87020-900, Paraná, Brazil.ORCID 0000-0001-8599-0776
Edwin Vladimir Cardoza GaldamezProduction Engineering Postgraduate Program, Production Engineering Department, State University of Maringá, Av. Colombo, 5790, Bloco 19/20, Zona 7, Maringá 87020-900, Paraná, Brazil.ORCID 0000-0002-1763-9332

Funding

Coordenação de Aperfeicoamento de Pessoal de Nível Superior 001National Council for Scientific and Technological Development 406387/2021-4
6 · The paper itself

Abstract

Workers may be exposed to conditions that put their physical and mental integrity at risk, from workplace settings to climate characteristics. Heat stress is a harmful health condition caused by exceeding the human body's tolerance limits, leading to illness and increasing the chance of work accidents. Heat stress indexes, such as the Humidex and the Heat Index (HI), are used to measure these impacts. These indexes are significant as they provide a quantitative measure of the heat stress experienced by workers, taking into account both environmental and individual factors.

objectiveThis study aims to compare multiple heat stress indexes, relating them to historical Brazilian occupational accident data.

methodsWe selected eight indexes and applied multiple correspondence analysis to each one, a statistical method that generates graphs to visualize the association between variables in a database.

resultsThe analysis and comparison of the graphs indicated that seven of the eight indexes presented similar behavior. It was also possible to relate ranges of index values with specific characteristics of the accidents.

conclusionsThe technique allowed us to analyze the relationship between climate and work accidents and showed that the choice of the heat stress index does not significantly alter the results for most indexes studied.

Indexed as

Accidents, OccupationalClimateHeat Stress DisordersOccupational ExposureOccupational HealthBrazilHot TemperatureHumansheat stressheat stress indexmultiple correspondence analysisoccupational health and safety

Identifiers

PMID39857582
PMCPMC11765340

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.