Evidence map›Paper›PMID 41910479›Full record

ArticleWork (Reading, Mass.)2026

Occupational burden in the line of duty: Focus on firefighter musculoskeletal injuries.

Bade Yamak, Muhammed Yildiz

Abstract read
In one paragraph

Article in Work (Reading, Mass.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. 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

2 authors.

Bade YamakYasar Doğu Faculty of Sport Sciences, Ondokuz Mayıs University, Samsun, Türkiye.ORCID 0000-0002-7129-0346
Muhammed YildizŞavşat Vocational School, Artvin Çoruh University, Artvin, Türkiye.ORCID 0000-0002-6639-970X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BackgroundFirefighters are frequently exposed to high physical demands, making them especially vulnerable to musculoskeletal injuries. Understanding the scientific landscape surrounding this issue is vital for guiding preventive strategies and improving occupational health outcomes.ObjectıveThis study aims to examine the scholarly evolution of research on musculoskeletal injuries among firefighters. It identifies dominant research clusters, high-impact authors, collaboration patterns, and thematic concentrations through a bibliometric analysis.MethodsA bibliometric analysis was conducted using 152 peer-reviewed publications indexed in the web of science core collection between 1975 and September 2025. Vosviewer software was utilized to create visualizations of co-authorship, co-citation, keyword co-occurrence, and bibliographic coupling networks. A minimum occurrence threshold of five was set for keyword inclusion. Data were evaluated based on frequency, link strength, and temporal trends.ResultsA significant increase in scholarly output was observed after 2010, with a peak in 2023 in both publication count and citation rates. Frequently occurring keywords included "firefighters", "musculoskeletal injury", "occupational health", and "injury prevention". density visualizations revealed core themes centered on work-related injury risks, rehabilitation protocols, and tactical preparedness.ConclusıonsThe research landscape on firefighter musculoskeletal injuries has expanded considerably in both scope and academic impact. The field shows increasing interdisciplinary integration, notably between occupational health, rehabilitation science, and emergency response research. These findings highlight the importance of sustained, intervention-based research to reduce injury rates and support long-term workforce sustainability.

Indexed as

FirefightersMusculoskeletal DiseasesMusculoskeletal SystemOccupational InjuriesBibliometricsHumansOccupational Healthbibliometric analysisfirefighterİnjuryoccupational healthworkwork-Related musculoskeletal disorders

Identifiers

PMID41910479
PMCPMC13219772

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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.