Evidence map›Paper›PMID 42459452›Full record

ArticleFrontiers in public health2026

HURMAT: an alternative approach for fatigue diagnosis and management based on ergonomics and human factors.

Tatiana Teixeira, Eduardo Carvalho, Maria Covas, Joana Guedes, Nilza Ramião

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. 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
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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

5 authors.

Tatiana TeixeiraINEGI - Instituto de Ciência e Inovação em Engenharia Mecânica e Engenharia Industrial, Porto, Portugal.
Eduardo CarvalhoINEGI - Instituto de Ciência e Inovação em Engenharia Mecânica e Engenharia Industrial, Porto, Portugal.
Maria CovasINEGI - Instituto de Ciência e Inovação em Engenharia Mecânica e Engenharia Industrial, Porto, Portugal.
Joana GuedesAssociated Laboratory for Energy Transports and Aeronautics (PROA/LAETA), Faculty of Engineering, University of Porto, Porto, Portugal.
Nilza RamiãoINEGI - Instituto de Ciência e Inovação em Engenharia Mecânica e Engenharia Industrial, Porto, Portugal.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The increase in workplace accidents and the growing complexity of work environments have highlighted the need for more sustainable and adaptive occupational health and safety (OHS) management systems. Traditional approaches often fail to fully capture the variability of workers' responses and the multifactorial nature of occupational risks. Methods: To address these challenges, an alternative methodology for the development of a human-centered risk management tool (HURMAT) is proposed. This methodology integrates the core principles of conventional OHS frameworks with a more in-depth, worker-centered evaluation of functional capacity. It is structured across different levels of a traditional OHS approach, allowing flexible implementation without requiring full deployment if detailed analysis is not needed. The approach incorporates occupational psychophysiology and considers work-related risk factors, enabling the diagnosis and management of fatigue. Results: The HURMAT methodology enables a more comprehensive characterization of tasks by integrating workers' physiological characteristics and assessing physical, cardiovascular, and psychosocial loads. This approach supports a more detailed understanding of risk exposure and worker responses, improving the identification and management of occupational hazards. Discussion: HURMAT contributes to the modernization of OHS practices by promoting safer and more adaptive work environments. It underscores the need for a paradigm shift in how occupational risks are conceptualized and managed, emphasizing personalization, data-driven decision-making, and the recognition of individual differences. These elements represent fundamental pillars for fostering healthier, more inclusive workplaces, particularly in the context of ongoing organizational change.

Indexed as

ErgonomicsFatigueOccupational HealthRisk ManagementHumansRisk FactorsWorking ConditionsWorkplacefatigue managementhuman-centric approach occupational physiologyoccupational fatiguetask performanceworker well-beingworkplace ergonomics

Identifiers

PMID42459452
PMCPMC13369518

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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.