Evidence map›Paper›PMID 41306746›Full record

ArticleFire (Basel, Switzerland)2025

A cross-sectional assessment of the individual- and fire department-level factors affecting volunteer firefighter cardiorespiratory fitness.

Nimit N Shah, Sara A Jahnke, Brittany S Hollerbach, Derrick L Edwards, Jason Roy, Olivia A Wackowski, Alberto J Caban-Martinez, Taylor M Black, Kaleigh Hinton, Brian S Kubiel and 2 more

Abstract read
In one paragraph

Article in Fire (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

12 authors.

Nimit N ShahDepartment of Biostatistics and Epidemiology, Rutgers School of Public Health, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA.
Sara A JahnkeCenter for Fire, Rescue, and EMS Health Research, NDRI-USA, Inc, Leawood, Kansas, USA.
Brittany S HollerbachCenter for Fire, Rescue, and EMS Health Research, NDRI-USA, Inc, Leawood, Kansas, USA.
Derrick L EdwardsCounseling & Psychology, Tennessee Tech University, Tennessee, USA.
Jason RoyDepartment of Biostatistics and Epidemiology, Rutgers School of Public Health, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA.
Olivia A WackowskiDepartment of Health Behavior, Society, and Policy, Rutgers School of Public Health, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA.
Alberto J Caban-MartinezDepartment of Public Health Sciences, Leonard M. Miller School of Medicine, University of Miami, Miami, FL, USA.
Taylor M BlackDepartment of Biostatistics and Epidemiology, Rutgers School of Public Health, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA.
Kaleigh HintonDepartment of Biostatistics and Epidemiology, Rutgers School of Public Health, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA.
Brian S KubielToms River Board of Fire Commissioners, District #1, Toms River, New Jersey, USA.
Cristine D DelnevoDepartment of Health Behavior, Society, and Policy, Rutgers School of Public Health, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA.
Judith M GraberDepartment of Biostatistics and Epidemiology, Rutgers School of Public Health, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA.

Funding

Barriers and predictors of physical fitness among volunteer firefightersF31HL160196 · NHLBI · RUTGERS BIOMEDICAL AND HEALTH SCIENCES · PI SHAH, NIMIT N · 2021 to 2022
$77k
NHLBI NIH HHS F31 HL160196NIOSH CDC HHS T42 OH008422
6 · The paper itself

Abstract

Volunteer firefighters often have lower cardiorespiratory fitness (CRF) and less access to health monitoring and fitness programs than career firefighters, yet few studies explore how individual and departmental factors influence their CRF. This study assessed associations between CRF and both firefighter-level (e.g., years of service, firefighting calls, and firefighter rank) and department-level (e.g., department characteristics and fitness infrastructure) factors among volunteer firefighters. Surveys were administered to United States volunteer firefighters and departments, capturing CRF and related characteristics. CRF was analyzed as both a continuous and categorical variable (≤8, >8-<10, 10-<12, ≥12 METs) using bivariate analyses and mixed effects linear and logistic regression. Among 569 incumbent volunteer firefighters from 41 departments, 79.9% did not meet the recommended 12 METs threshold. Only 56.8% of departments provided routine physical exams; 35.1% had a wellness coordinator or committee; and 40.5% offered fitness resources. More years of service were associated with lower CRF and reduced odds of meeting the 12 METs benchmark, while more frequent training and responding to more calls were associated with better CRF. These findings highlight individual and structural challenges for CRF in volunteer fire service, underscoring the need for targeted fitness support to protect firefighter health and community safety.

Indexed as

Cardiorespiratory fitnessvolunteer fire departmentsvolunteer firefighters

Identifiers

PMID41306746
PMCPMC12646035

What OpenQuestion holds

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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.