Evidence map›Paper›PMID 34354906›Full record

ArticlePreventive medicine reports2021

Cardiometabolic health among United States firefighters by age.

Steven M Moffatt, Donald F Stewart, Kepra Jack, Monique D Dudar, Emilie D Bode, Kevin C Mathias, Denise L Smith

Abstract read
In one paragraph

Article in Preventive medicine reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed, 2 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

24 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
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  11. Hazardous alcohol use and cardiometabolic risk among firefighters.Alcohol, clinical & experimental research · 2025
    Article
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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

7 authors.

Steven M MoffattPublic Safety Medical, 6612 East 75th Street 2nd Floor, Indianapolis, IN 46250, USA.
Donald F StewartPublic Safety Occupational Health Center, 12099 Government Center Parkway, Fairfax, VA 22035, USA.
Kepra JackHeartFit For Duty, LLC, 5432 E Southern Ave Suite 101, Mesa, AZ 85206, USA.
Monique D DudarHealth and Human Physiological Sciences, Skidmore College, Sports and Recreation Center # 241, Saratoga Springs, NY 12866, USA.
Emilie D BodeHealth and Human Physiological Sciences, Skidmore College, Sports and Recreation Center # 241, Saratoga Springs, NY 12866, USA.
Kevin C MathiasHealth and Human Physiological Sciences, Skidmore College, Sports and Recreation Center # 241, Saratoga Springs, NY 12866, USA.
Denise L SmithHealth and Human Physiological Sciences, Skidmore College, Sports and Recreation Center # 241, Saratoga Springs, NY 12866, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Firefighting is strenuous work that results in considerable cardiovascular strain. Sudden cardiac events are the leading cause of duty-related death in the fire service. This cross-sectional study examined cardiometabolic measures and prevalence of risk factors in firefighters by age and sex and compare these data to the general population. Data obtained at medical exams (2015-2018) from 4279 male and 234 female career firefighters at four occupational health clinics in the United States were analyzed. Estimates for the general population were obtained using the 2015-16 National Health and Nutrition Examination Survey fasting subsample. Linear regression models stratified by sex with age modelled as a continuous variable were used to examine general trends. Point estimates across age groups (20-29, 30-39, 40-49, and 50-59 year olds) for cardiometabolic measures were reported. Among the total sample, 36% were obese and 25% had low HDL cholesterol. Females had significantly lower body mass index (BMI), LDL cholesterol, triglycerides and blood glucose than males. A significant quadratic relationship of age with BMI, total cholesterol, LDL cholesterol, and triglycerides was found in males with increasing values peaking between 45 and 50 years. Total cholesterol and LDL cholesterol increased with age among females. Blood glucose increased with age in both sexes. Firefighters had similar or better cardiometabolic health profiles than the US general population; however, both samples had a concerning prevalence of cardiometabolic risk factors among individuals ≥ 40 years of age. Health professionals and fire service members alike should consider prevention efforts among young firefighters and better treatment among older firefighters.

Indexed as

AtheroscleroticBlood glucoseCardiovascular diseaseDyslipidemiaFirefightingLipidsMetabolic syndrome

Identifiers

PMID34354906
PMCPMC8322457

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.