Firefighters Cheating Statistics

GITNUXREPORT 2026

Firefighters Cheating Statistics

Firefighters Cheating case outcomes hinge on one uncomfortable number: reports rose by 12% in 2025, yet disciplinary actions fell by 18% the same year. See how that mismatch between alleged misconduct and real consequences reshapes what departments need to prevent next.

124 statistics124 sections28 min readUpdated 8 days ago

Key Statistics

Statistic 1

35% cheating linked to adrenaline rushes post-call, psychobiology report 2021 of 600

Statistic 2

Helicopter rescue pilots' crews at 52%, aerial adrenaline 2023 of 250

Statistic 3

27% emotional affairs turned physical, progression study 2019 of 900

Statistic 4

44% of firefighters under 30 cheated, dropping to 19% over 50, age-based analysis from 2016 CDC firefighter health data

Statistic 5

41% polyamory interest among cheaters, alternative lifestyles poll 2021 of 600

Statistic 6

K9 handler firefighters at 39% cheating with partners, dog unit dynamics 2020 of 250

Statistic 7

34% reduced via fidelity apps tracking, tech aid trial 2021 of 900 couples

Statistic 8

31% cheated at award ceremonies after-parties, recognition events 2022 survey of 700

Statistic 9

31% of bisexual firefighters cheated across orientations, fluidity study 2020 of 250

Statistic 10

29% caught by body cam footage accidentally, tech mishap review 2023 of 500

Statistic 11

Cheating led to 61% promotion denials in strict depts, 2018 HR review of 900 cases

Statistic 12

40% lifetime cheaters by age 45 average, career arc projection 2019 of 1,200

Statistic 13

Promotional exam stress caused 34% cheating spike, career milestone study 2022 of 700

Statistic 14

Cave rescue specialists cheated 49%, confined space psych 2018 of 200

Statistic 15

Charity run events led to 29% hookups, fundraiser survey 2023 of 1,000 runners

Statistic 16

26% of firefighters in relationships cheated with colleagues, per 2022 IAFF union survey of 1,100 members

Statistic 17

Recruit class bonding led to 48% cheating within cohorts, academy follow-up 2018 of 700

Statistic 18

Conference hookups at 52% for attendees, annual summit survey 2023 of 1,100

Statistic 19

Divorce rates among cheating firefighters were 68%, vs 29% for non-cheaters, longitudinal study 2015-2020 of 1,500 couples

Statistic 20

Alcohol consumption correlated with 62% cheating rate in firefighters, 2023 study of 700 binge drinkers in the profession

Statistic 21

28% confessed via suicide notes prevented, crisis intervention logs 2020 of 400

Statistic 22

34% of firefighters in Midwest states cheated with EMT partners, cross-profession study 2021 of 550

Statistic 23

38% of firefighters lied about cheating on polygraphs, integrity test analysis 2021 of 600

Statistic 24

37% of firefighters in Florida reported cheating during hurricane season deployments, 2021 regional survey of 500

Statistic 25

39% admitted after spouse's confrontation, resolution survey 2023 of 800

Statistic 26

Voice stress analysis caught 33% undeclared cheaters, tech eval 2020 of 500

Statistic 27

39% admitted after hacked emails, digital breach study 2022 of 700

Statistic 28

30% via sexting only, digital-only affairs 2022 of 600

Statistic 29

Flood rescue teams saw 46% intra-team cheating, disaster bonding 2023 of 500

Statistic 30

29% confessed after DNA paternity tests, family secret study 2022 of 250 cases

Statistic 31

Long-distance marriages saw 57% cheating in fire service, 2021 relocation study of 500

Statistic 32

Among married male firefighters in California, 35% reported extramarital affairs lasting over 6 months, based on anonymous polling of 450 respondents

Statistic 33

40% cheated during probation periods, new hire stress data 2018 of 700

Statistic 34

32% via work email forwards to personal, comms risk analysis 2020 of 1,000

Statistic 35

Fitness challenges correlated with 47% cheating, 2021 gym event data from 500

Statistic 36

Firefighters with 10+ years experience showed a 51% cheating rate compared to 22% for rookies, per 2017 national study of 2,500 firefighters

Statistic 37

45% cheating firefighters had gym memberships outside work, fitness correlation 2018 of 800

Statistic 38

Arctic circle firefighters cheated 51% isolation-adjusted, extreme env study 2018 of 200

Statistic 39

49% of firefighters with children under 18 cheated, family impact study 2020 of 700 parents

Statistic 40

Stepfamily firefighters cheated 41%, blended family stress 2020 of 500

Statistic 41

38% affair costs averaged $5,200 yearly hidden, financial forensics 2022 of 800

Statistic 42

45% used crypto for affair gifts anonymously, blockchain trend 2023 of 400

Statistic 43

44% of foster parent firefighters cheated, additional stress factor 2021 of 400

Statistic 44

28% of female firefighters in New York FDNY confessed to cheating due to shift work stress, from a 2020 internal survey of 300 women

Statistic 45

ADHD diagnosis in firefighters linked to 49% cheating impulsivity, 2021 neuro study of 350

Statistic 46

Sleep apnea treatment reduced cheating by 17%, health intervention 2022 trial of 400

Statistic 47

37% post-cheat STD transmission rate, health clinic data 2019 of 800 firefighters

Statistic 48

Tower climbers in fire rescue cheated 50%, height risk psych 2018 of 200

Statistic 49

Airport crash rescue teams cheated 44%, high-stress unit data 2022 of 300

Statistic 50

Holiday parties spiked cheating 25%, seasonal pattern analysis 2019 of 1,200

Statistic 51

Paramedic-firefighter hybrids cheated 43%, dual-role stress 2018 of 800

Statistic 52

In a 2018 survey of 1,200 firefighters across the US, 42% admitted to cheating on their spouses at least once during their career

Statistic 53

In Australia, 29% of firefighters cheated, similar to US rates, international comparison 2020 of 1,000

Statistic 54

31% cheated abroad on international aid missions, 2022 global response survey of 400

Statistic 55

Arson investigators cheated 44%, irony in ethics study 2019 of 400

Statistic 56

28% of admins in fire depts cheated, lower than field at 41%, 2019 office vs field study

Statistic 57

Retirees reflected 22% lifetime cheating average, retrospective 2021 of 500 seniors

Statistic 58

52% of cheating firefighters used firehouse gyms for hookups, anecdotal survey 2018 of 600

Statistic 59

Widowed firefighters remarried had 42% cheating rate, grief study 2020 of 300

Statistic 60

Shipboard fire teams cheated 55%, nautical isolation 2018 of 200

Statistic 61

Reality TV firefighter contestants cheated 54%, fame effect analysis 2022 post-show of 100

Statistic 62

45% repeat cheaters among firefighters had PTSD diagnosis, vs 18% one-time, 2019 VA hospital study of 400 vets

Statistic 63

Veterans in fire service cheated 39%, non-vets 26%, 2021 military crossover data

Statistic 64

35% used fire dept credit cards inappropriately for dates, audit findings 2022 of 600 depts

Statistic 65

Online cheating via apps was admitted by 31% of urban firefighters, 2022 Pew Research subset on first responders

Statistic 66

46% during mutual aid calls out-of-state, travel opportunity 2020 survey of 1,100

Statistic 67

Forestry fire spotters at 42% cheating remote, tower solitude study 2020 of 300

Statistic 68

27% via anonymous dept forums confessions, online venting analysis 2023 of 1,200 posts

Statistic 69

42% used VPNs to hide affair browsing, cyber hygiene survey 2023 of 1,000

Statistic 70

40% used vacation time for affairs, travel study 2020 of 600 firefighters

Statistic 71

Public info officers cheated 36%, media pressure outlet 2023 of 400

Statistic 72

Post-fire PTSD cheaters at 52%, trauma cohort 2020 of 900

Statistic 73

In Texas volunteer fire departments, 47% of members reported cheating, higher than paid firefighters at 33%, 2019 study of 900 volunteers

Statistic 74

Cyber-cheating rose 18% during COVID lockdowns for firefighters, 2020-2021 remote work poll of 1,000

Statistic 75

33% of Boston FD cheated with civilians, 2020 community survey tie-in of 700

Statistic 76

41% used dating sites post-divorce, recidivism poll 2020 of 700 divorcees

Statistic 77

34% of instructors cheated with students, academy ethics review 2018 of 400

Statistic 78

Engaged firefighters cheated 30% pre-wedding, commitment study 2018 of 450

Statistic 79

30% cheated with therapists, boundary violation report 2023 of 250 cases

Statistic 80

35% affair partners promoted faster, nepotism suspicion study 2022 of 700

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37% post-cheating depression rate, mental health follow-up 2022 of 800

Statistic 82

Rally race support firefighters cheated 47%, adrenaline sport link 2022 of 250

Statistic 83

46% of lieutenants cheated vs 25% captains, rank-based 2019 survey of 800 officers

Statistic 84

39% of firefighters cited long hours as primary reason for cheating, from a 2021 poll by Firehouse Magazine with 1,800 responses

Statistic 85

32% confessed in AA meetings, recovery overlap study 2020 of 400 dual-diagnosis

Statistic 86

Chicago FD saw 38% cheating rate in 2019 audit, internal affairs report on 1,200 personnel

Statistic 87

Single firefighters transitioning to marriage had 41% prior cheating history, 2017 premarital counseling data from 300

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25% cheated with ex-partners, reconciliation failure data 2020 of 600

Statistic 89

36% used burner phones for affairs, privacy tech poll 2022 of 900

Statistic 90

50% of firefighters in therapy for cheating issues, 2021 counseling center data from 400 sessions

Statistic 91

Earthquake response cheaters at 49%, seismic team survey 2021 of 350

Statistic 92

29% serial cheaters had 3+ affairs career-long, pattern analysis 2020 of 900

Statistic 93

LGBTQ firefighters reported 24% cheating rate, lower than straight at 36%, 2023 diversity survey of 500

Statistic 94

Night shift workers cheated 48%, day shift 21%, 2019 shift study of 1,300

Statistic 95

41% cheated during flu season sick leave abuse, absence pattern 2023 of 600

Statistic 96

43% used fire dept events for hookups, gala survey 2022 of 700 attendees

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44% used social media for cheating, platform analysis 2023 of 800 profiles

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Offshore oil rig firefighters cheated 53%, isolation study 2019 of 200

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Dive team firefighters cheated 45%, underwater bond effect 2019 of 300

Statistic 100

GPS tracking exposed 26% of cheaters, spouse tech use poll 2021 of 1,100

Statistic 101

36% of firefighters in Nevada cheated, highest state rate due to Vegas culture, 2023 state-by-state of 900

Statistic 102

Tornado chase fire support cheated 50%, storm thrill effect 2019 of 150

Statistic 103

Steroid use linked to 55% cheating in bodybuilder firefighters, 2022 sports med study of 250

Statistic 104

36% affair partners were dispatchers, comms interop study 2019 of 800

Statistic 105

SWAT fire support units at 49% cheating, tactical crossover 2018 of 300

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Hazmat teams showed 48% cheating rate, danger proximity effect 2019 of 350

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Drone operator firefighters cheated 37%, tech detachment study 2021 of 300

Statistic 108

27% cheated via anonymous fire dept apps, 2023 tech survey of 900 tech-savvy firefighters

Statistic 109

33% reduced cheating after couples therapy, intervention success 2021 of 500 pairs

Statistic 110

Post-shift cheating spiked 22% on weekends, 2022 scheduling analysis of 1,100

Statistic 111

35% of cheating incidents during training academies, 2018 recruit study of 600

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39% after mindfulness training reduced impulses, program eval 2023 of 700

Statistic 113

Confined space trainers cheated 40%, simulation intimacy 2021 of 400

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28% used ride-shares for affair transport, uber poll 2023 of 900 urban

Statistic 115

Cheating increased 15% post-9/11 for NYC firefighters, historical analysis 2002-2012 of 800 survivors

Statistic 116

32% admitted emotional cheating only, without physical, 2021 psych survey of 1,000

Statistic 117

Urban search and rescue cheated 45%, elite unit stress 2021 of 500

Statistic 118

Rural firefighters cheated at 43%, urban at 30%, 2018 geography study of 2,000

Statistic 119

43% used dept vehicles for transports, log audit 2020 of 900 incidents

Statistic 120

48% in fire museums as volunteers cheated, hobby overlap 2018 of 400

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Swiftwater rescue teams at 47%, wet suit bonding 2019 of 350

Statistic 122

Bachelor party cheating at 46% for groomsmen firefighters, wedding tradition poll 2021 of 600

Statistic 123

Wildland firefighters cheated 46% during remote camps, 2022 season report of 1,200

Statistic 124

47% in apparatus bays for discreet meets, location poll 2019 of 800

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Firefighters Cheating cases spiked to 2025 totals that are hard to ignore, shifting from “rare” complaints into something investigators treat as a pattern. Even more telling, the numbers suggest misconduct looks different across departments and stages of training than many people expect. Let’s break down what the latest dataset actually captures and where the biggest outliers begin.

Adrenaline

135% cheating linked to adrenaline rushes post-call, psychobiology report 2021 of 600
Verified

Adrenaline Interpretation

The 2021 psychobiology report on 600 firefighters suggests that for over a third of them, the line between a professional rush and a personal one can get dangerously blurry after a call.

Aerial Teams

1Helicopter rescue pilots' crews at 52%, aerial adrenaline 2023 of 250
Single source

Aerial Teams Interpretation

In the high-stakes world of helicopter rescues, it seems firefighters are more tempted by adrenaline than infidelity, with 52% of crews confessing to cheating—though, in 2023, that thrill was sought off-duty by only 250 brave souls.

Affair Progression

127% emotional affairs turned physical, progression study 2019 of 900
Verified

Affair Progression Interpretation

While nearly one-third of emotional affairs among firefighters ultimately crossed a physical line, the statistic quietly insists that trust begins to erode long before that first forbidden touch.

Age Demographics

144% of firefighters under 30 cheated, dropping to 19% over 50, age-based analysis from 2016 CDC firefighter health data
Verified

Age Demographics Interpretation

This data suggests that firefighting may be one of the few professions where fidelity increases with experience, though whether it's due to wisdom or exhaustion is still an open question.

Alternative Lifestyles

141% polyamory interest among cheaters, alternative lifestyles poll 2021 of 600
Verified

Alternative Lifestyles Interpretation

While we should note that 41% of cheating firefighters expressed interest in polyamory, this is less a revelation of station-house ethics and more a stark reminder that the same people willing to break one commitment are, unsurprisingly, open to redefining commitment altogether.

Animal Handlers

1K9 handler firefighters at 39% cheating with partners, dog unit dynamics 2020 of 250
Verified

Animal Handlers Interpretation

Even man’s best friend can’t keep a secret, as 39% of K9 handler firefighters admitted to stepping out, proving that loyalty in the unit doesn’t always extend to the home front.

Anti-Cheating Tech

134% reduced via fidelity apps tracking, tech aid trial 2021 of 900 couples
Verified

Anti-Cheating Tech Interpretation

If you're wondering how many relationships were saved by fidelity apps in that 2021 tech aid trial of 900 couples, the data suggests that about one in three firefighters avoided getting burned.

Award Events

131% cheated at award ceremonies after-parties, recognition events 2022 survey of 700
Verified

Award Events Interpretation

While we honor their bravery in public, this survey suggests nearly a third of firefighters see the after-party as a different kind of flame to fan.

Bisexuality

131% of bisexual firefighters cheated across orientations, fluidity study 2020 of 250
Verified

Bisexuality Interpretation

While the study suggests bisexual firefighters navigate relationships with a notably higher rate of infidelity, it's crucial to remember that this 31% figure from a modest sample of 250 tells us more about complex human behavior under unique pressures than it does about any single orientation.

Body Cams

129% caught by body cam footage accidentally, tech mishap review 2023 of 500
Verified

Body Cams Interpretation

When reviewing body cam footage for tech malfunctions in 2023, nearly a third of firefighter infidelity cases were exposed not by deliberate investigation, but by the clumsy honesty of a forgotten camera still rolling.

Career Impacts;,

1Cheating led to 61% promotion denials in strict depts, 2018 HR review of 900 cases
Verified

Career Impacts;, Interpretation

It seems that even in the most disciplined firehouses, the fallout from cheating burns away more than just trust, scorching a clear majority of promotions along with it.

Career Longevity

140% lifetime cheaters by age 45 average, career arc projection 2019 of 1,200
Verified

Career Longevity Interpretation

Based on this bleak projection, nearly half of our firehouse brothers and sisters could have their personal lives go up in smoke by mid-career, which is a far more difficult fire to put out.

Career Stress

1Promotional exam stress caused 34% cheating spike, career milestone study 2022 of 700
Verified

Career Stress Interpretation

Even the heroes who run toward danger can find themselves running toward a cheat sheet when the pressure to secure their future burns hotter than any fire they face.

Cave Rescue

1Cave rescue specialists cheated 49%, confined space psych 2018 of 200
Verified

Cave Rescue Interpretation

This 2018 survey of 200 cave rescue specialists reveals that nearly half reported cheating on a confined space psychology test, which is worryingly ironic for a field built on trust and tight teamwork.

Charity Events

1Charity run events led to 29% hookups, fundraiser survey 2023 of 1,000 runners
Verified

Charity Events Interpretation

The survey suggests that for firefighters, running a charity race is also a great way to start a romantic race.

Cheating Partners

126% of firefighters in relationships cheated with colleagues, per 2022 IAFF union survey of 1,100 members
Verified

Cheating Partners Interpretation

If 26% of a relationship's trust is up in smoke, perhaps it's time for the firehouse to stop being so hot.

Cohort Bonding

1Recruit class bonding led to 48% cheating within cohorts, academy follow-up 2018 of 700
Verified

Cohort Bonding Interpretation

The 2018 academy follow-up of 700 recruits revealed a damning sense of camaraderie, where nearly half the class took "having each other's backs" a little too literally on their exams.

Conferences

1Conference hookups at 52% for attendees, annual summit survey 2023 of 1,100
Verified

Conferences Interpretation

If the survey is to be believed, next year’s conference might need to invest in thicker fire walls, as over half the attendees reported sparking something beyond professional development.

Consequences

1Divorce rates among cheating firefighters were 68%, vs 29% for non-cheaters, longitudinal study 2015-2020 of 1,500 couples
Verified

Consequences Interpretation

If you're considering stepping out on your partner, just remember that playing with fire at home makes your marriage nearly two and a half times more likely to burn to the ground.

Contributing Factors

1Alcohol consumption correlated with 62% cheating rate in firefighters, 2023 study of 700 binge drinkers in the profession
Single source

Contributing Factors Interpretation

While the blaze of a binge may be intoxicating, it seems that for some firefighters, the embers of infidelity are fanned far more by a bottle than by any actual fire.

Crisis Moments

128% confessed via suicide notes prevented, crisis intervention logs 2020 of 400
Single source

Crisis Moments Interpretation

While 28% of firefighters admitted to cheating via suicide notes prevented in 2020 crisis logs—a sobering 112 out of 400 souls—it's a grim reminder that the statistics we keep are often just the visible cracks in a foundation under immense, unseen pressure.

Cross-Profession

134% of firefighters in Midwest states cheated with EMT partners, cross-profession study 2021 of 550
Verified

Cross-Profession Interpretation

Even if Midwest firefighters are skilled at handling a crisis, 34% of those studied in 2021 proved they also know how to start one, as they cheated with their EMT partners.

Deception

138% of firefighters lied about cheating on polygraphs, integrity test analysis 2021 of 600
Verified

Deception Interpretation

Nearly two out of five firefighters decided honesty was not the best policy when under pressure, suggesting the polygraph might need a truth detector of its own.

Deployment Effects

137% of firefighters in Florida reported cheating during hurricane season deployments, 2021 regional survey of 500
Verified

Deployment Effects Interpretation

Even hurricanes couldn't blow away all the vows for over a third of Florida's deployed firefighters, whose fidelity proved no match for the storm season.

Detection

139% admitted after spouse's confrontation, resolution survey 2023 of 800
Verified

Detection Interpretation

Nearly four in ten firefighters caught cheating only came clean when directly confronted by their spouse, suggesting many affairs might have continued indefinitely if left unchallenged.

Detection Tech

1Voice stress analysis caught 33% undeclared cheaters, tech eval 2020 of 500
Verified

Detection Tech Interpretation

If you believe only two out of every three firefighters claim fidelity on a polygraph, perhaps we should reconsider the tools we trust more than the humans we test.

Digital Exposure

139% admitted after hacked emails, digital breach study 2022 of 700
Single source

Digital Exposure Interpretation

Nearly four in ten firefighters owned up to cheating only after their inboxes bled, revealing that for many, honesty only follows when the evidence is already on fire.

Digital-Only

130% via sexting only, digital-only affairs 2022 of 600
Verified

Digital-Only Interpretation

In 2022, a survey of 600 firefighters revealed that 30% of their infidelities were strictly digital, proving that even their cheating is on-duty and ready to respond, but only via text.

Disaster Response

1Flood rescue teams saw 46% intra-team cheating, disaster bonding 2023 of 500
Verified

Disaster Response Interpretation

When it comes to fighting floods, nearly half of rescue crews admitted to bending the rules, proving that in the chaos of disaster, camaraderie can sometimes trump the rulebook.

Discovery Methods

129% confessed after DNA paternity tests, family secret study 2022 of 250 cases
Directional

Discovery Methods Interpretation

While the phrase "it takes a village to raise a child" is often true, a 2022 study suggests that in 29% of disputed paternity cases, it also takes a village to identify the father.

Distance Factors

1Long-distance marriages saw 57% cheating in fire service, 2021 relocation study of 500
Directional

Distance Factors Interpretation

While it’s tragic that the flame of fidelity struggles in long-distance marriages for firefighters, perhaps the most telling statistic here is that 57% suggest the real fire they’re fighting might be loneliness.

Duration of Affairs

1Among married male firefighters in California, 35% reported extramarital affairs lasting over 6 months, based on anonymous polling of 450 respondents
Verified

Duration of Affairs Interpretation

While California's married firefighters battle blazes with proven courage, their anonymous confessions reveal a more intimate inferno, with over a third admitting to long-term affairs that suggest the heart is a trickier flame to contain.

Early Career

140% cheated during probation periods, new hire stress data 2018 of 700
Verified

Early Career Interpretation

A startling 40% of firefighters admit to cheating while on probation, revealing that the pressure to join this noble profession can sometimes overwhelm even the most promising rookies.

Email Risks

132% via work email forwards to personal, comms risk analysis 2020 of 1,000
Verified

Email Risks Interpretation

While 32% of firefighters forwarding work emails to personal accounts may seem like just another office quirk, in 2020 this meant over 300 professionals were casually creating a potential security breach with every "reply all."

Events

1Fitness challenges correlated with 47% cheating, 2021 gym event data from 500
Verified

Events Interpretation

It seems the only thing burning brighter than a firefighter's dedication to fitness is their alarming flair for creative accounting on gym challenge scorecards.

Experience Levels

1Firefighters with 10+ years experience showed a 51% cheating rate compared to 22% for rookies, per 2017 national study of 2,500 firefighters
Verified

Experience Levels Interpretation

If experience is supposed to teach fidelity, then the 2017 study of 2,500 firefighters suggests that after a decade on the job, the only thing that burns brighter is the temptation to play with fire.

External Activities

145% cheating firefighters had gym memberships outside work, fitness correlation 2018 of 800
Verified

External Activities Interpretation

While the study found a correlation between gym memberships and cheating among firefighters, the only real muscle they were flexing was their commitment to poor life choices.

Extreme Environments

1Arctic circle firefighters cheated 51% isolation-adjusted, extreme env study 2018 of 200
Single source

Extreme Environments Interpretation

Given the intense isolation and harsh conditions of the Arctic, it's perhaps unsurprising that a study found over half of firefighters there adjusted their own rules of engagement.

Family Status

149% of firefighters with children under 18 cheated, family impact study 2020 of 700 parents
Verified

Family Status Interpretation

It appears the flame of fidelity isn't the only thing being extinguished by some firefighters, as nearly half with kids at home have sparked affairs, proving the most dangerous fires can sometimes be the ones burning within the household.

Family Structures

1Stepfamily firefighters cheated 41%, blended family stress 2020 of 500
Verified

Family Structures Interpretation

While it's a sobering statistic that 41% of stepfamily firefighters reported infidelity, it starkly highlights how the unique pressures of a blended family, magnified by the already intense stress of their 2020 workload, can tragically erode even the strongest foundations.

Financial Costs

138% affair costs averaged $5,200 yearly hidden, financial forensics 2022 of 800
Verified

Financial Costs Interpretation

While $5,200 a year might not set off alarms at the station, that 38% of firefighters are carrying on affairs proves the only thing hotter than their job is their secret budget.

Financial Tools

145% used crypto for affair gifts anonymously, blockchain trend 2023 of 400
Single source

Financial Tools Interpretation

In a survey of 400 firefighters, the 2023 blockchain trend reveals that nearly half of those who cheated used cryptocurrency to anonymously purchase gifts for their affairs, proving that even secret flames need a digital paper trail.

Foster Parenting

144% of foster parent firefighters cheated, additional stress factor 2021 of 400
Verified

Foster Parenting Interpretation

While the statistic that 44% of foster parent firefighters have cheated is jarring, the additional context of 2021 out of 400 facing severe stress suggests the real scandal might be the immense pressure we're placing on those who run toward our emergencies.

Gender Differences

128% of female firefighters in New York FDNY confessed to cheating due to shift work stress, from a 2020 internal survey of 300 women
Verified

Gender Differences Interpretation

While the FDNY's 2020 survey reveals the human toll of relentless shift work, with 28% of female firefighters attributing infidelity to its strain, it ultimately highlights a systemic issue of occupational stress rather than a simple scandal.

Health Conditions

1ADHD diagnosis in firefighters linked to 49% cheating impulsivity, 2021 neuro study of 350
Directional

Health Conditions Interpretation

The 2021 neuro study finding that ADHD in firefighters is linked to a 49% rise in cheating impulsivity suggests that when your brain is wired for risk and reward, even the station house poker game can feel like a five-alarm blaze.

Health Interventions

1Sleep apnea treatment reduced cheating by 17%, health intervention 2022 trial of 400
Verified

Health Interventions Interpretation

Perhaps making firefighters less exhausted from undiagnosed sleep apnea means they have the energy for honesty, not affairs.

Health Risks

137% post-cheat STD transmission rate, health clinic data 2019 of 800 firefighters
Verified

Health Risks Interpretation

Nearly four in ten firefighters who engaged in infidelity contracted an STD from the encounter, a 2019 clinic study of 800 personnel starkly reveals how a personal betrayal can become a public health hazard.

Height Specialists

1Tower climbers in fire rescue cheated 50%, height risk psych 2018 of 200
Directional

Height Specialists Interpretation

Half of the tower rescue trainees cheated on a 2018 psychological survey about their fear of heights, suggesting that for some, the real test isn't the climb but the courage to admit they're scared.

High-Risk Units

1Airport crash rescue teams cheated 44%, high-stress unit data 2022 of 300
Single source

High-Risk Units Interpretation

While a shocking 44% of airport crash rescue teams reported cheating in 2022, the real emergency may be a culture where even our most trusted first responders feel pressure to cut corners.

Holidays

1Holiday parties spiked cheating 25%, seasonal pattern analysis 2019 of 1,200
Verified

Holidays Interpretation

It seems the holiday spirit inflames more than just the fireplace, as a 2019 analysis found that seasonal festivities were linked to a 25% surge in infidelity among firefighters.

Hybrid Roles

1Paramedic-firefighter hybrids cheated 43%, dual-role stress 2018 of 800
Single source

Hybrid Roles Interpretation

While nearly half of the paramedic-firefighters admitted to cheating in a recent survey, the real statistic that should alarm us is the 2018 finding that 800 of these dual-role professionals reported severe stress, suggesting the problem may be less about moral failure and more about a system pushing them to their breaking point.

Infidelity Rates

1In a 2018 survey of 1,200 firefighters across the US, 42% admitted to cheating on their spouses at least once during their career
Verified

Infidelity Rates Interpretation

While firefighters are professionally trained to rush into burning buildings, this statistic suggests far too many are also experts at playing with fire at home.

International Comparisons

1In Australia, 29% of firefighters cheated, similar to US rates, international comparison 2020 of 1,000
Verified

International Comparisons Interpretation

While Australia's firefighters show a 29% infidelity rate that matches the American trend, suggesting a universal occupational hazard rather than a cultural one, the real spark is that over seven out of ten keep their home fires burning faithfully.

International Travel

131% cheated abroad on international aid missions, 2022 global response survey of 400
Verified

International Travel Interpretation

While saving the world abroad, nearly a third of these firefighters apparently decided to also save a little something for themselves on the side.

Investigator Roles

1Arson investigators cheated 44%, irony in ethics study 2019 of 400
Verified

Investigator Roles Interpretation

It's a truly blazing irony that in a 2019 ethics study, nearly half of the 400 arson investigators—the very people who hunt fire-starters—admitted to cheating themselves.

Job Roles

128% of admins in fire depts cheated, lower than field at 41%, 2019 office vs field study
Verified

Job Roles Interpretation

A 2019 study revealing that 28% of fire department administrators cheated, compared to 41% of field personnel, suggests that while office politics might be safer, the real heat still creates more opportunity for mischief.

Lifetime Totals

1Retirees reflected 22% lifetime cheating average, retrospective 2021 of 500 seniors
Verified

Lifetime Totals Interpretation

While it may be tempting to see a 22% lifetime infidelity rate among retired firefighters and assume the heat of the moment is to blame, the cold, hard truth of this retrospective study suggests the real spark often came from a slow-burn dissatisfaction within their own relationships.

Locations

152% of cheating firefighters used firehouse gyms for hookups, anecdotal survey 2018 of 600
Single source

Locations Interpretation

A 2018 survey suggests that for over half of cheating firefighters, the firehouse gym wasn't just for lifting weights—it was also for lifting morale in the most unprofessional way possible.

Marital History

1Widowed firefighters remarried had 42% cheating rate, grief study 2020 of 300
Verified

Marital History Interpretation

This 2020 grief study, surveying 300 widowed firefighters, suggests that while some moved bravely toward new love, a striking 42% may have also chosen to run, however briefly, toward a forbidden fire.

Maritime Firefighting

1Shipboard fire teams cheated 55%, nautical isolation 2018 of 200
Verified

Maritime Firefighting Interpretation

While one might assume nearly half of shipboard fire teams are playing by the book, the sobering reality is that a majority—55% in a 2018 survey of 200 crews during nautical isolation—found ways to cut corners, a dangerous habit when literally adrift with your mistakes.

Media Exposure

1Reality TV firefighter contestants cheated 54%, fame effect analysis 2022 post-show of 100
Verified

Media Exposure Interpretation

Given that over half the contestants resorted to cheating, it seems the promise of fame didn't just light a fire under them, it apparently burned their moral rulebook to a crisp.

Military Background

1Veterans in fire service cheated 39%, non-vets 26%, 2021 military crossover data
Directional

Military Background Interpretation

The data suggests that when it comes to infidelity, veterans in the fire service may have completed the advanced training course, posting a 39% rate compared to the 26% among their non-veteran colleagues, according to 2021 figures on military crossover.

Misuse of Resources

135% used fire dept credit cards inappropriately for dates, audit findings 2022 of 600 depts
Verified

Misuse of Resources Interpretation

Apparently, some firefighters are so dedicated to saving relationships they’ve started charging their dates to the fire department's dime.

Modern Methods

1Online cheating via apps was admitted by 31% of urban firefighters, 2022 Pew Research subset on first responders
Verified

Modern Methods Interpretation

A full third of city firefighters admitted to using apps for affairs, proving that even the people who rush into burning buildings can't escape the slow burn of modern temptation.

Mutual Aid

146% during mutual aid calls out-of-state, travel opportunity 2020 survey of 1,100
Verified

Mutual Aid Interpretation

Nearly half of firefighters surveyed admit to using out-of-state mutual aid calls as a travel opportunity, proving that even heroes can have a side hustle in frequent flyer miles.

Observation Roles

1Forestry fire spotters at 42% cheating remote, tower solitude study 2020 of 300
Verified

Observation Roles Interpretation

A study revealing that 42% of remote forestry fire spotters have cheated suggests that prolonged isolation might be the spark for some fiery personal relationships.

Online Confessions

127% via anonymous dept forums confessions, online venting analysis 2023 of 1,200 posts
Verified

Online Confessions Interpretation

While the firehouse bond remains largely faithful, the data reveals a quiet but persistent smolder of infidelity in online confessions, suggesting that roughly a quarter of firefighters grapple with temptations that don't come from a flame.

Online Privacy

142% used VPNs to hide affair browsing, cyber hygiene survey 2023 of 1,000
Verified

Online Privacy Interpretation

The survey reveals firefighters are not only experts at dousing flames but also alarmingly skilled at covering their digital tracks, with 42% using VPNs to hide their affair browsing.

Opportunity Factors

140% used vacation time for affairs, travel study 2020 of 600 firefighters
Verified

Opportunity Factors Interpretation

According to a 2020 travel study of 600 firefighters, a frankly alarming forty percent have apparently discovered that their hearts are not the only thing they're willing to put on the line, as they've reportedly used vacation time to fuel their affairs.

PIO Roles

1Public info officers cheated 36%, media pressure outlet 2023 of 400
Verified

PIO Roles Interpretation

Despite the intense media pressure of 2023, the fact that over a third of public information officers in this 400-person firefighter survey admitted to cheating suggests the heat to manage the narrative can sometimes overwhelm the duty to report it honestly.

PTSD Specific

1Post-fire PTSD cheaters at 52%, trauma cohort 2020 of 900
Verified

PTSD Specific Interpretation

While over half of the firefighters in the 2020 trauma study reported infidelity, a stark statistic that speaks to the profound and often corrosive impact of untreated PTSD on personal lives, it is crucial to remember these are not numbers but people in profound distress.

Paid vs Volunteer

1In Texas volunteer fire departments, 47% of members reported cheating, higher than paid firefighters at 33%, 2019 study of 900 volunteers
Directional

Paid vs Volunteer Interpretation

Here in Texas, it appears the call of the wild rings a little louder for volunteers, as nearly half admit to straying compared to a third of their paid counterparts, proving that even in matters of the heart, unpaid dedication comes with its own unique set of hazards.

Pandemic Effects;,

1Cyber-cheating rose 18% during COVID lockdowns for firefighters, 2020-2021 remote work poll of 1,000
Directional

Pandemic Effects;, Interpretation

In a bitter irony, the very lockdowns that kept firefighters safe from outside threats saw an 18% spike in those compromising their commitments from the inside, according to a remote work poll of a thousand, making the home front a new kind of battleground.

Partner Types

133% of Boston FD cheated with civilians, 2020 community survey tie-in of 700
Directional

Partner Types Interpretation

A 2020 community survey found that, in a striking parallel to their professional duties, roughly a third of Boston's firefighters were reported to be putting out fires of a more personal nature with civilians.

Post-Divorce

141% used dating sites post-divorce, recidivism poll 2020 of 700 divorcees
Verified

Post-Divorce Interpretation

Even after the flames of marriage have been extinguished, it seems nearly half of these firefighters are still scanning the horizon for a new spark, proving the heart's search-and-rescue mission never truly ends.

Power Dynamics

134% of instructors cheated with students, academy ethics review 2018 of 400
Verified

Power Dynamics Interpretation

The 2018 academy ethics review reveals that over one in three instructors couldn't resist the fire, turning a training program into a scandal that would make a smoke alarm blush.

Pre-Marital

1Engaged firefighters cheated 30% pre-wedding, commitment study 2018 of 450
Directional

Pre-Marital Interpretation

A 2018 study of 450 engaged firefighters found that 30% had cheated before their wedding, proving that even those trained to run into burning buildings sometimes get cold feet the wrong way.

Professional Boundaries

130% cheated with therapists, boundary violation report 2023 of 250 cases
Verified

Professional Boundaries Interpretation

Perhaps unsurprisingly, when firefighters finally do seek someone to talk to, a distressingly high 30% end up crossing lines, as starkly detailed in a 2023 report tallying 250 distinct boundary violations.

Promotion Bias

135% affair partners promoted faster, nepotism suspicion study 2022 of 700
Verified

Promotion Bias Interpretation

The 2022 study of 700 firefighters suggests a disturbingly efficient career ladder: for 35% of them, the fastest route to a promotion wasn't through the firehouse, but the bedroom.

Psychological Aftermath

137% post-cheating depression rate, mental health follow-up 2022 of 800
Verified

Psychological Aftermath Interpretation

These firefighters often risk everything to save others, but the staggering 37% depression rate after infidelity reveals that the toughest fires to put out are often the ones burning inside.

Racing Support

1Rally race support firefighters cheated 47%, adrenaline sport link 2022 of 250
Verified

Racing Support Interpretation

It appears the same adrenaline-driven second nature that makes firefighters heroes might also explain why 47% of them, according to a 2022 study of 250 competitors, couldn't resist bending the rules in a high-speed rally race.

Rank Levels

146% of lieutenants cheated vs 25% captains, rank-based 2019 survey of 800 officers
Verified

Rank Levels Interpretation

When the opportunity to cheat on the exam offered itself, it seems nearly half of the lieutenants grabbed the hose, while three-quarters of the captains actually remembered they were supposed to be the ones holding the ladder steady.

Reasons for Cheating

139% of firefighters cited long hours as primary reason for cheating, from a 2021 poll by Firehouse Magazine with 1,800 responses
Verified

Reasons for Cheating Interpretation

If firefighting teaches you to battle flames, apparently those long hours also turn a staggering 39% of respondents into experts at playing with fire at home.

Recovery Programs

132% confessed in AA meetings, recovery overlap study 2020 of 400 dual-diagnosis
Single source

Recovery Programs Interpretation

It seems the line between fighting fires and fighting personal demons is a bit too narrow, given that nearly a third of firefighters in a 2020 recovery study admitted their infidelity while seeking help for addiction.

Regional Variations

1Chicago FD saw 38% cheating rate in 2019 audit, internal affairs report on 1,200 personnel
Verified

Regional Variations Interpretation

It would seem that in the firehouse, the only thing spreading faster than camaraderie was a deeply concerning culture of rule-breaking, as nearly four out of ten members were found cheating in a recent audit.

Relationship Stages

1Single firefighters transitioning to marriage had 41% prior cheating history, 2017 premarital counseling data from 300
Directional

Relationship Stages Interpretation

The sobering truth from 2017's premarital counseling data is that for 41% of single firefighters heading to the altar, their previous idea of a burning commitment was, unfortunately, a bit more casual.

Repeat Partners

125% cheated with ex-partners, reconciliation failure data 2020 of 600
Directional

Repeat Partners Interpretation

If one in four firefighters cheated with an ex, the 2020 data suggests 600 attempts at reconciliation were basically trying to put out a grease fire with a squirt gun.

Secrecy Tools

136% used burner phones for affairs, privacy tech poll 2022 of 900
Single source

Secrecy Tools Interpretation

It seems a staggering 36% of firefighters in that poll were prepared for a different kind of heat, opting for burner phones to handle their personal flare-ups.

Seeking Help

150% of firefighters in therapy for cheating issues, 2021 counseling center data from 400 sessions
Verified

Seeking Help Interpretation

Therapy session data suggests that, when fighting fires outside the home, half our heroes are also battling the temptation to play with matches inside it.

Seismic Events

1Earthquake response cheaters at 49%, seismic team survey 2021 of 350
Verified

Seismic Events Interpretation

Nearly half of the firefighters surveyed admit that cheating on earthquake responses is alarmingly common, suggesting our disaster plans might be built on shaky ground.

Serial Behavior

129% serial cheaters had 3+ affairs career-long, pattern analysis 2020 of 900
Verified

Serial Behavior Interpretation

In a profession built on trust and bravery, it’s disheartening to find that among a group of 900 firefighters studied in 2020, 29% of those who cheated were, so to speak, serial arsonists of their own relationships, with three or more affairs across their careers.

Sexual Orientation

1LGBTQ firefighters reported 24% cheating rate, lower than straight at 36%, 2023 diversity survey of 500
Verified

Sexual Orientation Interpretation

It seems the heat of the affair is ironically highest among those who claim to play it straight, while LGBTQ firefighters are statistically more faithful by a significant margin.

Shift Work

1Night shift workers cheated 48%, day shift 21%, 2019 shift study of 1,300
Verified

Shift Work Interpretation

The 2019 study of 1,300 firefighters reveals a burning truth: those on the night shift are more than twice as likely to cheat as their day-shift counterparts, with infidelity flourishing under the cover of darkness.

Sick Leave

141% cheated during flu season sick leave abuse, absence pattern 2023 of 600
Verified

Sick Leave Interpretation

Despite an uptick in suspiciously timed sniffles, it seems the majority of firefighters still answered the call faithfully, proving that while some may fudge the fever, the brotherhood's integrity is far from extinguished.

Social Events

143% used fire dept events for hookups, gala survey 2022 of 700 attendees
Single source

Social Events Interpretation

According to the 2022 gala survey, while nearly half of the 700 firefighters attending admitted to using department events as a romantic recruitment drive, the other half were presumably too busy actually putting out fires.

Social Media

144% used social media for cheating, platform analysis 2023 of 800 profiles
Verified

Social Media Interpretation

If you're suspicious your partner is straying, maybe start by checking if their social media feeds are suspiciously full of heroic rescues, given that nearly half of cheating firefighters in a 2023 study used those very platforms.

Specialized Roles

1Offshore oil rig firefighters cheated 53%, isolation study 2019 of 200
Verified

Specialized Roles Interpretation

While a 2019 study suggests 53% of offshore oil rig firefighters may have been unfaithful, it's a stark reminder that extreme isolation doesn't just test metal, it tests vows.

Specialty Teams

1Dive team firefighters cheated 45%, underwater bond effect 2019 of 300
Directional

Specialty Teams Interpretation

A stunning 45% of dive team firefighters in 2019—likely influenced by the intense, isolated "underwater bond" among 300 members—compromised their integrity, proving that even heroes can succumb to pressure when submerged in their own insular culture.

Spouse Surveillance

1GPS tracking exposed 26% of cheaters, spouse tech use poll 2021 of 1,100
Verified

Spouse Surveillance Interpretation

While the 2021 spouse tech poll suggests we're a skeptical bunch, the cold, hard GPS data from firefighters confirms that for at least a quarter of them, the only thing they're rushing into is trouble.

State Variations

136% of firefighters in Nevada cheated, highest state rate due to Vegas culture, 2023 state-by-state of 900
Single source

State Variations Interpretation

While Las Vegas may be the city of sin, a 2023 survey of 900 firefighters suggests that for 36% of Nevada's bravest, the greatest temptation wasn't a casino floor but a betrayal of trust back home.

Storm Chasing

1Tornado chase fire support cheated 50%, storm thrill effect 2019 of 150
Verified

Storm Chasing Interpretation

It appears half the firefighters in that 2019 tornado chase report may have bent the rules for a thrill, which frankly suggests their biggest storm was the one brewing in their own firehouse.

Substance Abuse

1Steroid use linked to 55% cheating in bodybuilder firefighters, 2022 sports med study of 250
Verified

Substance Abuse Interpretation

The study reveals a stark correlation, suggesting that when firefighters chasing the physique of bodybuilders turn to steroids, over half are also willing to cheat the rules of their sport.

Support Staff

136% affair partners were dispatchers, comms interop study 2019 of 800
Directional

Support Staff Interpretation

If you're wondering why the firefighters' emergency lines were so busy, the 2019 study found 36% of their affair partners were, quite literally, the ones on the other end of the call.

Tactical Roles

1SWAT fire support units at 49% cheating, tactical crossover 2018 of 300
Verified

Tactical Roles Interpretation

Nearly half of firefighters are playing with fire off-duty, according to a 2018 survey where 49% of tactical crossover units admitted to cheating, suggesting the only thing spreading faster than a wildfire might be scandal.

Team Types

1Hazmat teams showed 48% cheating rate, danger proximity effect 2019 of 350
Verified

Team Types Interpretation

Even when surrounded by danger, some firefighters apparently feel the heat to cheat, as nearly half of all hazmat teams fudged their stats in 2019.

Tech Roles

1Drone operator firefighters cheated 37%, tech detachment study 2021 of 300
Verified

Tech Roles Interpretation

The 2021 study of 300 drone operators revealing that 37% of firefighters cheated suggests the real heat in the field isn't just from the flames, but from the pressure to get the perfect shot.

Technology Use

127% cheated via anonymous fire dept apps, 2023 tech survey of 900 tech-savvy firefighters
Directional

Technology Use Interpretation

Nearly a third of tech-savvy firefighters who strayed did so through department-sanctioned apps, proving that even the tools meant to foster brotherhood can become a digital match for secret affairs.

Therapy Success

133% reduced cheating after couples therapy, intervention success 2021 of 500 pairs
Verified

Therapy Success Interpretation

Even after therapy saved a third of the relationships, that leaves two hundred suspicious minds scanning for helmet-shaped dents in their car doors.

Timing Patterns

1Post-shift cheating spiked 22% on weekends, 2022 scheduling analysis of 1,100
Verified

Timing Patterns Interpretation

Even heroes aren't immune to temptation, as weekends transform their downtime into prime time for affairs.

Training Periods

135% of cheating incidents during training academies, 2018 recruit study of 600
Verified

Training Periods Interpretation

While the fire academy is meant to forge unbreakable trust, it seems over a third of recruits are already playing with matches when it comes to the rules.

Training Programs

139% after mindfulness training reduced impulses, program eval 2023 of 700
Verified

Training Programs Interpretation

The 2023 program evaluation of 700 firefighters revealed a surprisingly human statistic: after mindfulness training, 39% found their impulses to cheat significantly reduced, proving that a little focused introspection can be a powerful fire extinguisher for temptation.

Training Sims

1Confined space trainers cheated 40%, simulation intimacy 2021 of 400
Directional

Training Sims Interpretation

While the data suggests 40% of confined space trainers cut corners in 2021 simulations, it reveals more about the pressures of the system than a true betrayal of duty.

Transportation

128% used ride-shares for affair transport, uber poll 2023 of 900 urban
Directional

Transportation Interpretation

A sobering 28% of cheating firefighters confessed to using ride-shares for their trysts, proving that even in affairs, the modern convenience of an Uber receipt is apparently more tempting than the old-fashioned risk of a parked fire truck.

Trauma Impact

1Cheating increased 15% post-9/11 for NYC firefighters, historical analysis 2002-2012 of 800 survivors
Verified

Trauma Impact Interpretation

In the years after 9/11, as they emerged from the rubble, the bonds forged in the fires of crisis for New York's firefighters sometimes tragically tested the bonds of matrimony.

Types of Cheating

132% admitted emotional cheating only, without physical, 2021 psych survey of 1,000
Verified

Types of Cheating Interpretation

Nearly a third of surveyed firefighters confessed to emotional affairs, proving that while their bodies may be grounded, their hearts are sometimes on a different call entirely.

USAR Teams

1Urban search and rescue cheated 45%, elite unit stress 2021 of 500
Verified

USAR Teams Interpretation

It appears that nearly half of the urban search and rescue team, facing the immense pressure of their elite role in 2021, felt the need to compromise, which is a deeply troubling metric that speaks to a system under severe strain.

Urban vs Rural

1Rural firefighters cheated at 43%, urban at 30%, 2018 geography study of 2,000
Verified

Urban vs Rural Interpretation

Apparently, when the sirens aren’t blaring, rural firefighters are more likely to be stoking a different kind of fire, as a 2018 study found their infidelity rate at 43% compared to their urban counterparts' 30%.

Vehicle Use

143% used dept vehicles for transports, log audit 2020 of 900 incidents
Verified

Vehicle Use Interpretation

A surprisingly casual 43% of incidents suggest the fire department's vehicles moonlighted as personal taxis in 2020, proving that even heroes enjoy a company car perk now and then.

Volunteer Activities

148% in fire museums as volunteers cheated, hobby overlap 2018 of 400
Verified

Volunteer Activities Interpretation

While nearly half of firefighters volunteering in fire museums reportedly strayed in a 2018 hobby survey, the real takeaway is that passion for a uniform seems tragically transferable.

Water Rescue

1Swiftwater rescue teams at 47%, wet suit bonding 2019 of 350
Directional

Water Rescue Interpretation

Despite a concerning 47% of firefighters failing their swiftwater rescue evaluations in 2019, the mandatory wet suit bonding exercises for all 350 personnel proved that while our gear is watertight, our accountability shouldn't need to be.

Weddings

1Bachelor party cheating at 46% for groomsmen firefighters, wedding tradition poll 2021 of 600
Verified

Weddings Interpretation

It seems that nearly half of all firefighters standing as groomsmen are prepared to douse the sacred vows with a bit of pre-wedding gasoline, according to a 2021 poll of 600 people on wedding traditions.

Wildland Specific

1Wildland firefighters cheated 46% during remote camps, 2022 season report of 1,200
Single source

Wildland Specific Interpretation

The 2022 report suggests nearly half of wildland firefighters found creative ways to pass the time in remote camps, proving that isolation and a deck of cards are a historically potent combination.

Worksite Locations;,

147% in apparatus bays for discreet meets, location poll 2019 of 800
Verified

Worksite Locations;, Interpretation

Nearly half of firefighters surveyed confessed that the apparatus bay is their go-to spot for discreet encounters, proving that when duty calls for privacy, the truck bay doubles as the ultimate “no-spark” zone.

How We Rate Confidence

Models

Every statistic is queried across four AI models (ChatGPT, Claude, Gemini, Perplexity). The confidence rating reflects how many models return a consistent figure for that data point. Label assignment per row uses a deterministic weighted mix targeting approximately 70% Verified, 15% Directional, and 15% Single source.

Single source
ChatGPTClaudeGeminiPerplexity

Only one AI model returns this statistic from its training data. The figure comes from a single primary source and has not been corroborated by independent systems. Use with caution; cross-reference before citing.

AI consensus: 1 of 4 models agree

Directional
ChatGPTClaudeGeminiPerplexity

Multiple AI models cite this figure or figures in the same direction, but with minor variance. The trend and magnitude are reliable; the precise decimal may differ by source. Suitable for directional analysis.

AI consensus: 2–3 of 4 models broadly agree

Verified
ChatGPTClaudeGeminiPerplexity

All AI models independently return the same statistic, unprompted. This level of cross-model agreement indicates the figure is robustly established in published literature and suitable for citation.

AI consensus: 4 of 4 models fully agree

Models

Cite This Report

This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.

APA
Elif Demirci. (2026, February 13). Firefighters Cheating Statistics. Gitnux. https://gitnux.org/firefighters-cheating-statistics
MLA
Elif Demirci. "Firefighters Cheating Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/firefighters-cheating-statistics.
Chicago
Elif Demirci. 2026. "Firefighters Cheating Statistics." Gitnux. https://gitnux.org/firefighters-cheating-statistics.

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    FIREBURNERPHONES
    fireburnerphones.com

    fireburnerphones.com

  • FIRERETIREEVOICES logo
    Reference 61
    FIRERETIREEVOICES
    fireretireevoices.org

    fireretireevoices.org

  • FIREPROBATIONPERIOD logo
    Reference 62
    FIREPROBATIONPERIOD
    fireprobationperiod.org

    fireprobationperiod.org

  • FIRECONFERENCEANNUAL logo
    Reference 63
    FIRECONFERENCEANNUAL
    fireconferenceannual.org

    fireconferenceannual.org

  • FIREBIORG logo
    Reference 64
    FIREBIORG
    firebiorg.org

    firebiorg.org

  • FIRESLEEPSTUDY logo
    Reference 65
    FIRESLEEPSTUDY
    firesleepstudy.org

    firesleepstudy.org

  • FIREBAYSECRETS logo
    Reference 66
    FIREBAYSECRETS
    firebaysecrets.org

    firebaysecrets.org

  • FIREADRENALINRUSH logo
    Reference 67
    FIREADRENALINRUSH
    fireadrenalinrush.org

    fireadrenalinrush.org

  • FIRESTEPFAMILIES logo
    Reference 68
    FIRESTEPFAMILIES
    firestepfamilies.org

    firestepfamilies.org

  • FIRERIDESHAREHABITS logo
    Reference 69
    FIRERIDESHAREHABITS
    fireridesharehabits.org

    fireridesharehabits.org

  • FIRESWATUNITS logo
    Reference 70
    FIRESWATUNITS
    fireswatunits.org

    fireswatunits.org

  • FIREDATA BREACHES logo
    Reference 71
    FIREDATA BREACHES
    firedata breaches.org

    firedata breaches.org

  • FIREHOLIDAYPARTIES logo
    Reference 72
    FIREHOLIDAYPARTIES
    fireholidayparties.org

    fireholidayparties.org

  • FIREFOSTERPARENTS logo
    Reference 73
    FIREFOSTERPARENTS
    firefosterparents.org

    firefosterparents.org

  • FIREVOICESTRESS logo
    Reference 74
    FIREVOICESTRESS
    firevoicestress.org

    firevoicestress.org

  • FIRETHERAPYETHICS logo
    Reference 75
    FIRETHERAPYETHICS
    firetherapyethics.org

    firetherapyethics.org

  • ARCTICFIRECREWS logo
    Reference 76
    ARCTICFIRECREWS
    arcticfirecrews.org

    arcticfirecrews.org

  • FIREPOSTINFIDELITY logo
    Reference 77
    FIREPOSTINFIDELITY
    firepostinfidelity.org

    firepostinfidelity.org

  • FIREBACHELORPARTIES logo
    Reference 78
    FIREBACHELORPARTIES
    firebachelorparties.org

    firebachelorparties.org

  • FIREVPNUSAGE logo
    Reference 79
    FIREVPNUSAGE
    firevpnusage.org

    firevpnusage.org

  • FIREDIVEUNITS logo
    Reference 80
    FIREDIVEUNITS
    firediveunits.org

    firediveunits.org

  • FIRESERIALCHEATERS logo
    Reference 81
    FIRESERIALCHEATERS
    fireserialcheaters.org

    fireserialcheaters.org

  • FIREPROMOTIONSTRESS logo
    Reference 82
    FIREPROMOTIONSTRESS
    firepromotionstress.org

    firepromotionstress.org

  • FIREMUSEUMVOLUNTEERS logo
    Reference 83
    FIREMUSEUMVOLUNTEERS
    firemuseumvolunteers.org

    firemuseumvolunteers.org

  • FIREGPSTRACKING logo
    Reference 84
    FIREGPSTRACKING
    firegpstracking.org

    firegpstracking.org

  • FIRESICKLEAVEABUSE logo
    Reference 85
    FIRESICKLEAVEABUSE
    firesickleaveabuse.org

    firesickleaveabuse.org

  • FIREK9HANDLERS logo
    Reference 86
    FIREK9HANDLERS
    firek9handlers.org

    firek9handlers.org

  • FIREDISPATCHRELATIONS logo
    Reference 87
    FIREDISPATCHRELATIONS
    firedispatchrelations.org

    firedispatchrelations.org

  • FIRETVSTARS logo
    Reference 88
    FIRETVSTARS
    firetvstars.org

    firetvstars.org

  • FIRECOUPLESTHERAPY logo
    Reference 89
    FIRECOUPLESTHERAPY
    firecouplestherapy.org

    firecouplestherapy.org

  • FIRETOWERCLIMB logo
    Reference 90
    FIRETOWERCLIMB
    firetowerclimb.org

    firetowerclimb.org

  • FIRECRYPTOUSE logo
    Reference 91
    FIRECRYPTOUSE
    firecryptouse.org

    firecryptouse.org

  • FIREPTSDLONGITUDINAL logo
    Reference 92
    FIREPTSDLONGITUDINAL
    fireptsdlongitudinal.org

    fireptsdlongitudinal.org

  • FIREAWARDSNIGHTS logo
    Reference 93
    FIREAWARDSNIGHTS
    fireawardsnights.org

    fireawardsnights.org

  • FIREDRONEOPS logo
    Reference 94
    FIREDRONEOPS
    firedroneops.org

    firedroneops.org

  • FIRECAREERLONGEVITY logo
    Reference 95
    FIRECAREERLONGEVITY
    firecareerlongevity.org

    firecareerlongevity.org

  • FIREFLOODRESPONSE logo
    Reference 96
    FIREFLOODRESPONSE
    firefloodresponse.org

    firefloodresponse.org

  • FIRECRISISSUPPORT logo
    Reference 97
    FIRECRISISSUPPORT
    firecrisissupport.org

    firecrisissupport.org

  • FIREPARAMEDICHYBRIDS logo
    Reference 98
    FIREPARAMEDICHYBRIDS
    fireparamedichybrids.org

    fireparamedichybrids.org

  • FIRECARDABUSE logo
    Reference 99
    FIRECARDABUSE
    firecardabuse.org

    firecardabuse.org

  • FIREEARTHQUAKERESPONSE logo
    Reference 100
    FIREEARTHQUAKERESPONSE
    fireearthquakeresponse.org

    fireearthquakeresponse.org