Key sources

The peer-reviewed sources, federal public-health summaries, and disclosed calculations below underpin the statistics and evidence claims on this website. Each title links to the authoritative record. Full methodology for each figure appears in the sections below.

Mortality and cancer incidence in a pooled cohort of US firefighters from San Francisco, Chicago and Philadelphia (1950–2009)

Daniels RD, Kubale TL, Yiin JH, et al., 2014

Occupational and Environmental Medicine, 71(6):388–397

PMID: 24142974

Biomonitoring in California firefighters: metals and perfluorinated chemicals

Dobraca D, Israel L, McNeel S, et al., 2015

Journal of Occupational and Environmental Medicine, 57(1):88–97

PMID: 25563545

Career prevalence and correlates of suicidal thoughts and behaviors among firefighters

Stanley IH, Hom MA, Hagan CR, Joiner TE, 2015

Journal of Affective Disorders, 187:163–171

PMID: 26339926

Cross-national prevalence and risk factors for suicidal ideation, plans and attempts

Nock MK, Borges G, Bromet EJ, et al., 2008

British Journal of Psychiatry, 192(2):98–105

PMID: 18245022

Conceptualization, assessment, and treatment of traumatic stress in first responders: a review of critical issues

Lewis-Schroeder NF, Kieran K, Murphy BL, et al., 2018

Harvard Review of Psychiatry, 26(4):216–227

PMID: 29975339

Cancer Incidence and Mortality in Firefighters: A State-of-the-Art Review and Meta-Analysis

Soteriades ES, Kim J, Christophi CA, Kales SN, 2019

Asian Pacific Journal of Cancer Prevention, 20(11):3221–3231

PMC7063017

Sleep disturbance and cognitive functioning among firefighters

Jahnke SA, Poston WSC, Haddock CK, et al., 2022

Journal of Health Psychology, 27(8):2009–2023

PMID: 32126834

Occupational Exposure as a Firefighter

International Agency for Research on Cancer (IARC) / World Health Organization, 2023

IARC Monographs on the Identification of Carcinogenic Hazards to Humans, Volume 132

IARC Monographs Volume 132

Carcinogenicity of occupational exposure as a firefighter

Demers PA, DeMarini DM, Fent KW, Glass DC, Hansen J, Adetona O, et al., 2022

The Lancet Oncology, 23(8):985-986

DOI: 10.1016/S1470-2045(22)00390-4

Findings from a Study of Cancer among U.S. Firefighters

National Institute for Occupational Safety and Health (NIOSH), 2017

U.S. Centers for Disease Control and Prevention

cdc.gov/niosh — Government surveillance source

Our commitment to evidence

PROTECT Frontline Alliance is committed to presenting health information about firefighters and first responders that is grounded in the highest quality available evidence. Every statistic on our website is traceable to peer-reviewed research, an authoritative public-health source, or a disclosed calculation using published data.

This page exists so that clinicians, researchers, journalists, policymakers, firefighters, and members of the public can audit our methodology and verify the basis for any figure we publish. Where a statistic involves a calculation that combines multiple sources, we disclose the calculation openly below and identify it as a calculated comparison.

How we prioritize evidence

  1. Systematic reviews and meta-analyses published in peer-reviewed journals indexed in PubMed or equivalent biomedical databases
  2. Large-cohort peer-reviewed primary research with national or multi-site samples
  3. Single-study peer-reviewed primary research with documented methodology
  4. Peer-reviewed secondary sources such as review articles and clinical guidelines
  5. Government surveillance data from federal public health agencies such as NIOSH, CDC, and BLS

PROTECT does not cite claims sourced only from grey literature, self-published industry reports, or advocacy organization white papers that lack peer review, when peer-reviewed evidence on the same topic exists.

Our statistics

The statistics on our homepage and fact sheet are documented below. Each entry includes the primary source, the sample and methodology that produced the figure, the comparator used, and any relevant methodological considerations.

Figures are population-level evidence summaries. Some are direct results reported by a single source; others are rounded or calculated comparisons between published estimates. These figures should not be interpreted as individual risk prediction, medical advice, or proof of causation unless the cited source specifically supports that conclusion.

Statistic 1: Mesothelioma incidence

Homepage claim
2.3x: Higher mesothelioma incidence in a career-firefighter cohort
Primary source

Daniels RD, Kubale TL, Yiin JH, Waters KM, Schubauer-Berigan MK, Hein MJ, Pinkerton LE, Chen L, Deddens JA, Calvert GM (2014). Mortality and cancer incidence in a pooled cohort of US firefighters from San Francisco, Chicago and Philadelphia (1950-2009). Occupational and Environmental Medicine 71(6):388-397. PMID: 24142974 ↗.

Methodology

Daniels and colleagues (2014) conducted a pooled cohort study of 29,993 career firefighters from San Francisco, Chicago, and Philadelphia, with mortality and cancer incidence followed from 1950 through 2009. The study was led by the National Institute for Occupational Safety and Health (NIOSH).

The authors reported a Standardized Incidence Ratio (SIR) of 2.29 (95% CI 1.60 to 3.19) for malignant mesothelioma in U.S. firefighters, rounded on the homepage to 2.3x. An SIR of 2.29 indicates that U.S. firefighters were diagnosed with mesothelioma at 2.29 times the rate expected in the general population. The result is statistically significant, as the lower bound of the 95% confidence interval (1.60) is above 1.0.

Methodological considerations

The Daniels cohort consists of career firefighters from three large urban U.S. fire departments. Findings may not generalize identically to volunteer firefighters, wildland firefighters, or more recent firefighter cohorts who benefit from improved protective equipment and decontamination practices.

The 2.3x figure reflects cancer incidence (new diagnoses). The same study reported a Standardized Mortality Ratio of 2.00 (95% CI 1.03 to 3.49) for mesothelioma, indicating U.S. firefighters also die of mesothelioma at approximately twice the expected rate.

Statistic 2: PFDA exposure

Homepage claim
Approximately 3x: PFDA levels in California firefighters vs. U.S. adults
Primary source

Dobraca D, Israel L, McNeel S, Voss R, Wang M, Gajek R, Park JS, Harwani S, Barley F, She J, Das R (2015). Biomonitoring in California firefighters: metals and perfluorinated chemicals. Journal of Occupational and Environmental Medicine 57(1):88-97. PMID: 25563545 ↗.

Methodology

Dobraca and colleagues (2015) conducted a biomonitoring study of 101 Southern California firefighters as part of the California Department of Public Health's Biomonitoring California program, in collaboration with UC Irvine and the California Environmental Protection Agency. The study measured 12 serum perfluorinated chemicals in firefighter blood samples and compared results to National Health and Nutrition Examination Survey (NHANES) adult male reference data.

The authors reported that perfluorodecanoic acid (PFDA) serum concentrations in this firefighter cohort were approximately three times higher than in NHANES adult males. PFDA is one of a broader class of chemicals known as per- and polyfluoroalkyl substances (PFAS), commonly referred to as "forever chemicals" due to their environmental persistence and long biological half-lives in humans. PFAS exposure among firefighters has been linked to turnout gear, aqueous film-forming foams used to suppress fuel fires, and dust contamination in fire stations.

Methodological considerations

The Dobraca cohort consists of Southern California firefighters sampled in 2010-2011. Regional variation in PFAS exposure exists across U.S. firefighter populations, reflecting differences in local AFFF use history, drinking water contamination, and department-level protective equipment practices. PFDA was the specific PFAS compound with the most elevated levels in this cohort; most other PFAS compounds measured showed concentrations similar to or within range of NHANES adult male reference values. The 3x figure applies specifically to PFDA, not to the broader PFAS class as a whole.

Statistic 3: PTSD prevalence

Homepage claim
Up to 32%: PTSD prevalence reported in firefighter and first-responder studies, compared with 7-12% in adults
Primary source

Lewis-Schroeder NF, Kieran K, Murphy BL, Wolff JD, Robinson MA, Kaufman ML (2018). Conceptualization, assessment, and treatment of traumatic stress in first responders: a review of critical issues. Harvard Review of Psychiatry 26(4):216-227. PMID: 29975339 ↗.

Methodology

Lewis-Schroeder and colleagues (2018) published a peer-reviewed review article in the Harvard Review of Psychiatry synthesizing the literature on PTSD prevalence among first responders. The authors, affiliated with Harvard Medical School and McLean Hospital, reported firefighter PTSD prevalence ranges from 17 to 32 percent across multiple peer-reviewed studies, compared with a U.S. general population PTSD prevalence of 7 to 12 percent.

The upper-end firefighter figure (32 percent) and the general population range (7 to 12 percent) are both reported directly in this source, with no derived calculation involved.

Methodological considerations

Prevalence estimates for firefighter PTSD vary considerably across studies, reflecting differences in sample populations (urban vs. wildland, career vs. volunteer, U.S. vs. international), measurement instruments (self-report vs. structured clinical interview), and exposure contexts (routine vs. large-scale disaster). The 17 to 32 percent range captures this variability. Lower-end estimates from other reviews have reported figures as low as 7 percent, which is consistent with systematic reviews that include international firefighter populations with less routine exposure than the U.S. career firefighter cohort.

Statistic 4: Suicidal ideation

Homepage claim
Approximately 3x: Firefighter career suicidal ideation compared with a published U.S. general-population lifetime estimate
Primary sources

Stanley IH, Hom MA, Hagan CR, Joiner TE (2015). Career prevalence and correlates of suicidal thoughts and behaviors among firefighters. Journal of Affective Disorders 187:163-171. PMID: 26339926 ↗.

Nock MK, Borges G, Bromet EJ, et al. (2008). Cross-national prevalence and risk factors for suicidal ideation, plans and attempts. British Journal of Psychiatry 192(2):98-105. PMID: 18245022 ↗.

How we calculated this figure

Stanley and colleagues (2015) conducted a nationwide cross-sectional survey of 1,027 current and retired U.S. firefighters and reported a career prevalence of suicidal ideation of 46.8 percent.

Nock and colleagues (2008) reported U.S.-specific lifetime prevalence of suicidal ideation at 15.6 percent. This figure is drawn from the USA row of Table 2a in the published paper, which reports country-by-country lifetime prevalence data. The U.S. figure comes from the National Comorbidity Survey Replication, which served as the U.S. component of the WHO World Mental Health Survey Initiative.

The ratio of 46.8 percent to 15.6 percent equals approximately 3.0. PROTECT presents this as an approximate calculated comparison between two published estimates, not as a direct matched-cohort relative-risk estimate.

Methodological considerations

This comparison combines two peer-reviewed estimates from different study designs and should be read as a public-health benchmark rather than a single-study causal estimate. Career prevalence and lifetime prevalence are not identical measures. Career prevalence captures suicidal ideation occurring at any point during an individual's firefighting service. Lifetime prevalence captures suicidal ideation occurring at any point in an individual's life. Because firefighting is an adult occupation and the Stanley cohort had a mean age of 38.5 years with a substantial proportion of retired respondents, career prevalence in this population reasonably approximates adult-lifetime prevalence.

The Stanley (2015) figure is based on a convenience sample of firefighters who self-selected into a web-based survey, which introduces the possibility of participation bias. The 46.8 percent figure remains the most widely cited primary estimate of firefighter career suicidal ideation in the peer-reviewed literature, and subsequent systematic reviews have continued to use it as the reference estimate for this population.

Earlier versions of this comparison in the literature have produced multiplier ranges as wide as 3 to 8 times by comparing the firefighter figure to cross-national or pooled high-income-country baselines. The 3x figure reported here reflects the U.S.-specific comparison, using U.S.-only data on both sides of the ratio.

Statistic 5: Cancer incidence in U.S. firefighters

Fact sheet claim
9% higher cancer diagnoses in U.S. firefighters compared to the general population
Primary sources

National Institute for Occupational Safety and Health (NIOSH). Findings from a Study of Cancer among U.S. Firefighters. NIOSH Workplace Safety and Health Topics: Firefighter Cancer. U.S. Centers for Disease Control and Prevention, 2017. cdc.gov/niosh ↗. Government surveillance source.

Daniels RD, Kubale TL, Yiin JH, Waters KM, Schubauer-Berigan MK, Hein MJ, Pinkerton LE, Chen L, Deddens JA, Calvert GM (2014). Mortality and cancer incidence in a pooled cohort of US firefighters from San Francisco, Chicago and Philadelphia (1950-2009). Occupational and Environmental Medicine 71(6):388-397. PMID: 24142974 ↗. Underlying peer-reviewed cohort source.

Methodology

The National Institute for Occupational Safety and Health (NIOSH), in collaboration with researchers at the National Cancer Institute and the University of California at Davis Department of Public Health Sciences, and with support from the U.S. Fire Administration, conducted a multi-year cohort study of nearly 30,000 career firefighters from the San Francisco, Chicago, and Philadelphia fire departments employed between 1950 and 2009. NIOSH researchers compared cancer incidence and cancer mortality in this firefighter cohort to expected rates in the U.S. general population.

The study reported that firefighters in this cohort had approximately 9 percent more cancer diagnoses than expected based on U.S. population rates. This figure reflects new cancer cases (incidence), aggregated across cancer types.

Methodological considerations

The NIOSH cohort consists of career firefighters from three large urban U.S. fire departments. Findings may not generalize identically to volunteer firefighters, wildland firefighters, or more recent firefighter cohorts who benefit from improved protective equipment and decontamination practices. The 9 percent figure represents an aggregate across all cancer types; site-specific cancer risks vary, with certain cancers (including mesothelioma, documented separately on this page) showing substantially higher elevations.

Statistic 6: Cancer mortality in U.S. firefighters

Fact sheet claim
14% higher cancer-related deaths in U.S. firefighters compared to the general population
Primary sources

National Institute for Occupational Safety and Health (NIOSH). Findings from a Study of Cancer among U.S. Firefighters. NIOSH Workplace Safety and Health Topics: Firefighter Cancer. U.S. Centers for Disease Control and Prevention, 2017. cdc.gov/niosh ↗. Government surveillance source.

Daniels RD, Kubale TL, Yiin JH, Waters KM, Schubauer-Berigan MK, Hein MJ, Pinkerton LE, Chen L, Deddens JA, Calvert GM (2014). Mortality and cancer incidence in a pooled cohort of US firefighters from San Francisco, Chicago and Philadelphia (1950-2009). Occupational and Environmental Medicine 71(6):388-397. PMID: 24142974 ↗. Underlying peer-reviewed cohort source.

Methodology

The same NIOSH cohort study described in Statistic 5 also examined cancer-related mortality. NIOSH reported that firefighters in this cohort had approximately 14 percent more cancer-related deaths than expected based on U.S. population rates. This figure reflects death from cancer, aggregated across cancer types.

Methodological considerations

Cancer mortality reflects a combination of cancer incidence and survival. The 14 percent elevation in cancer-related deaths is somewhat larger than the 9 percent elevation in cancer diagnoses (Statistic 5), which is consistent with the cohort showing elevated rates of certain aggressive cancer types, including malignant mesothelioma, documented separately on this page. As with Statistic 5, findings reflect career firefighters from three large urban U.S. fire departments and may not generalize identically to volunteer, wildland, or more recently active firefighter cohorts.

Additional supporting sources

In addition to the six statistics documented above, the homepage body paragraph titled "The threats they can't see" and the homepage content block titled "The chemistry of the job" cite additional peer-reviewed and authoritative public-health sources to support claims regarding firefighter toxic exposure, cancer risk, sleep disruption, and carcinogen classification. These sources do not back a specific numerical claim on the homepage stat bar but provide evidence support for the narrative. The homepage references list includes the public-facing citations; this section also documents supporting literature where relevant.

Toxic exposure and cancer risk

Soteriades ES, Kim J, Christophi CA, Kales SN (2019). Cancer Incidence and Mortality in Firefighters: A State-of-the-Art Review and Meta-Analysis. Asian Pacific Journal of Cancer Prevention 20(11):3221-3231. PMC7063017 ↗.

This peer-reviewed state-of-the-art review and meta-analysis documents the hazardous exposures firefighters encounter (including smoke, particulate matter, carbon monoxide, oxides of nitrogen, hydrogen chloride, hydrogen cyanide, sulfur dioxide, sulfuric acid, acrolein, and other organic chemicals) and synthesizes the epidemiological evidence on firefighter cancer incidence and mortality. The paper supports the homepage claims that first responders experience repeated toxic exposure and face elevated cancer risk over the course of their careers.

Sleep disruption

Jahnke SA, Poston WSC, Haddock CK, Jitnarin N, Hyder ML, Horvath C (2022). Sleep disturbance and cognitive functioning among firefighters. Journal of Health Psychology 27(8):2009-2023. PMID: 32126834 ↗.

This peer-reviewed study reports that firefighters averaged approximately five hours and twenty minutes of sleep while on shift, and demonstrates that sleep disruption at this level measurably affects cognitive functioning, including processing speed, visual-motor coordination, and reaction time. The paper supports the homepage claim that first responders experience sleep disruption as an occupational health risk.

Carcinogen classification

International Agency for Research on Cancer (IARC). Occupational Exposure as a Firefighter. IARC Monographs on the Identification of Carcinogenic Hazards to Humans, Volume 132. World Health Organization, Lyon, France, 2023. IARC Volume 132 ↗.

Demers PA, DeMarini DM, Fent KW, Glass DC, Hansen J, Adetona O, et al. (2022). Carcinogenicity of occupational exposure as a firefighter. The Lancet Oncology 23(8):985-986. DOI: 10.1016/S1470-2045(22)00390-4 ↗.

The International Agency for Research on Cancer (IARC), an agency of the World Health Organization, publishes the IARC Monographs, an authoritative expert-review series evaluating the carcinogenic hazards posed by chemical, physical, and biological agents. In Volume 132, IARC classified occupational exposure as a firefighter as Group 1, carcinogenic to humans. The Lancet Oncology article by Demers and colleagues reports the IARC Working Group's peer-reviewed summary of that evaluation.

The IARC evaluation reviewed the complex occupational exposure profile firefighters encounter, including combustion products, building materials, firefighting foams, flame retardants, diesel exhaust, and other hazards. It supports the homepage claim that the fire service involves a distinct carcinogenic exposure profile, and it aligns with individual IARC Monograph classifications for known human carcinogens named on the homepage, including polycyclic aromatic hydrocarbons, formaldehyde, benzene, 1,3-butadiene, asbestos, and arsenic.

Contact for errors or questions

If you identify an error in our citations or methodology, if you would like to discuss a statistic we have published, or if you have recommendations for additional sources we should consider, please contact us at info@protectfrontlinealliance.org.

PROTECT reviews all site statistics on a rolling basis as new peer-reviewed evidence emerges. When a statistic is revised, we update the source and the corresponding page.