Evidence map›Paper›PMID 42449181›Full record

ArticleAmerican journal of industrial medicine2026

Characteristics of Participants During the First Three Years of the National Firefighter Registry for Cancer, United States, January 2023-December 2025.

Miriam R Siegel, Alexander C Mayer, Kenneth W Fent, Andrea F Wilkinson

Abstract read
In one paragraph

Article in American journal of industrial medicine, 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. Review
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

4 authors.

Miriam R SiegelDivision of Field Studies and Engineering, National Institute for Occupational Safety and Health, Cincinnati, Ohio, USA.
Alexander C MayerDivision of Field Studies and Engineering, National Institute for Occupational Safety and Health, Cincinnati, Ohio, USA.ORCID https://orcid.org/0000-0002-2141-9033
Kenneth W FentDivision of Field Studies and Engineering, National Institute for Occupational Safety and Health, Cincinnati, Ohio, USA.
Andrea F WilkinsonDivision of Field Studies and Engineering, National Institute for Occupational Safety and Health, Cincinnati, Ohio, USA.ORCID https://orcid.org/0000-0003-2379-5902

Funding

Firefighter Cancer Registry Act of 2018Firefighter Cancer Registry Reauthorization Act of 2023Intramural CDC HHS CC999999
6 · The paper itself

Abstract

backgroundFirefighting is a known human carcinogen, but knowledge gaps remain regarding cancer burden and risk factors among U.S. firefighters. The Firefighter Cancer Registry Act of 2018 directed the development of the National Firefighter Registry (NFR) for Cancer, a voluntary exposure registry managed by the National Institute for Occupational Safety and Health. This manuscript describes participation during the first three years of NFR enrollment (January 2023-December 2025).

methodsWe descriptively calculated frequencies and percentages of participants across demographic and occupational characteristics and stratified by enrollment completion status, work status, and method of recruitment.

resultsThere were 39,058 firefighters from all 50 states and several territories who participated in the NFR, including 4019 reporting a history of cancer. Participants were predominantly male (91%), White (83%), actively serving full time (75%), and reported various firefighting assignments. Overall, 72% of participants submitted the enrollment questionnaire, 24% did not submit the questionnaire but provided enough information to include in state cancer registry linkages, and 4% had incomplete enrollment. The largest attrition occurred at the work history section of the questionnaire, but completion rates were generally similar by demographic and occupational characteristics. A department roster-based recruitment method resulted in a slightly lower self-reported cancer prevalence through exploratory analyses, suggesting possible reduction of selection bias by cancer status.

conclusionsFindings demonstrate national engagement and high completion rates in a large, voluntary occupational registry. Continued recruitment, particularly among volunteer firefighters and other underrepresented groups, will strengthen the NFR's utility for analyzing cancer and cancer risk factors among U.S. firefighters.

Indexed as

FirefightersNeoplasmsOccupational DiseasesOccupational ExposureRegistriesAdultFemaleHumansMaleMiddle AgedRisk FactorsUnited StatesYoung Adultcancer surveillancefirefightersNational Firefighter Registry for Canceroccupational exposure

Identifiers

PMID42449181
PMCPMC13393521

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.