A Cross-Sectional Assessment of the Individual- and Fire Department-Level Factors Affecting Volunteer Firefighter Cardiorespiratory Fitness
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design and Population
2.2. Firefighter-Level Survey and Measures
2.2.1. Cardiorespiratory Fitness
2.2.2. Demographics
2.2.3. Years of Firefighting Service and Calls
2.2.4. Rank and Tasks
2.2.5. Time Spent in the Fire Station
2.3. Fire Department-Level Survey and Measures
2.3.1. Demographics and Membership
2.3.2. Location and Population Served
2.3.3. Department Offered Health Screening and Programs
2.3.4. Budget, Fire Call Volume, and Training
2.4. Statistical Analyses
3. Results
3.1. Firefighter and Fire Department Characteristics
3.2. Association of CRF with Firefighter and Fire Department Characteristics
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
CRF | Cardiorespiratory fitness |
METs | Metabolic equivalents |
NFPA | National Fire Protection Association |
CAPS | Firefighter Cancer Assessment and Prevention Study |
FFCCS | Fire Fighter Cancer Cohort Study |
PAR | Physical activity rating |
BMI | Body mass index |
AOR | Adjusted odds ratios |
CI | Confidence intervals |
USFA | US Fire Administration |
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n | % | (95% CI) | |
---|---|---|---|
Demographic characteristics | |||
Age (years) | |||
18 to <35 | 187 | 35.1 | (31.0, 39.1) |
35 to <50 | 144 | 27.0 | (23.2, 30.8) |
≥50 | 202 | 37.9 | (33.8, 42.0) |
Sex, male | 481 | 90.2 | (87.7, 92.8) |
Race/ethnicity, non-Hispanic white | 491 | 92.1 | (89.8, 94.4) |
Marital status, married or partnered | 349 | 65.5 | (61.4, 69.5) |
Household Income, ≥USD 75,000 | 313 | 62.1 | (57.9, 66.4) |
Education level | |||
High school or lower | 134 | 25.2 | (21.5, 28.9) |
Some college | 220 | 41.4 | (37.2, 45.6) |
College or more | 178 | 33.5 | (29.4, 37.5) |
Current employment status | |||
Unemployed | 89 | 16.7 | (13.5, 19.9) |
Part-time only | 28 | 5.3 | (3.4, 7.2) |
Full-time only | 341 | 64.0 | (59.9, 68.1) |
Part-time and full-time | 75 | 14.1 | (11.1, 17.0) |
Fitness characteristics | |||
Physical activity level | |||
Inactive/low | 131 | 24.6 | (20.9, 28.2) |
Moderate | 242 | 45.4 | (41.2, 49.6) |
Vigorous | 160 | 30.0 | (26.1, 33.9) |
BMI (kg/m2) | |||
Normal/Healthy (18.5–24.9) | 99 | 18.6 | (15.3, 21.9) |
Overweight (25.0–29.9) | 209 | 39.2 | (35.1, 43.4) |
Obese (≥30.0) | 225 | 42.2 | (38.0, 46.4) |
Estimated CRF Levels according to NFPA 1582 standard a,b | |||
≤8 METs | 167 | 31.3 | (27.4, 35.3) |
>8 to <10 METs | 152 | 28.5 | (24.7, 32.4) |
10 to <12 METs | 107 | 20.1 | (16.7, 23.5) |
≥12 METs | 107 | 20.1 | (16.7, 23.5) |
Fire service characteristics | |||
Firefighting rank at current fire department | |||
Firefighter | 346 | 64.9 | (60.9, 69.0) |
Company officer | 116 | 21.8 | (18.2, 25.3) |
Chief | 71 | 13.3 | (10.4, 16.2) |
Firefighting experience (years) c | |||
<10 | 202 | 37.9 | (33.8, 42.0) |
10 to <30 | 192 | 36.0 | (31.9, 40.1) |
≥30 | 139 | 26.1 | (22.3, 29.8) |
Average monthly firefighting calls | |||
≤5 | 151 | 28.4 | (24.6, 32.3) |
6 to ≤10 | 118 | 22.2 | (18.7, 25.8) |
11 to ≤20 | 145 | 27.3 | (23.5, 31.1) |
>20 | 117 | 22.0 | (18.5, 25.6) |
Time spent in the fire station (hours per week) | |||
<3 | 145 | 27.2 | (23.4, 31.0) |
3 to <8 | 206 | 38.6 | (34.5, 42.8) |
≥8 | 182 | 34.1 | (30.1, 38.2) |
Current firefighting and related operations d | |||
Interior operations | 423 | 79.4 | (75.9, 82.8) |
Exterior operations | 411 | 77.1 | (73.5, 80.7) |
Overhaul or investigation | 363 | 68.1 | (64.1, 72.1) |
Wildland fire | 265 | 49.7 | (45.5, 54.0) |
Rescue operations | 354 | 66.4 | (62.4, 70.4) |
EMS | 205 | 38.5 | (34.3, 42.6) |
Hazmat | 201 | 37.7 | (33.6, 41.8) |
CAPS Fire Departments (n = 37) | |||
---|---|---|---|
Range | Mean | (95% CI) | |
Membership characteristics | |||
Number of incumbent members in the past year | 6–250 | 50.3 | (31.7, 68.9) |
Fire department age distribution a,b | |||
18 to 25 years | 0–90 | 28.7 | (22.2, 35.2) |
26 to 54 years of age | 0–97 | 40.5 | (31.6, 49.4) |
55 years of age or older | 0–80 | 28.5 | (21.4, 35.7) |
Incumbent members participating in structural firefighting calls in the past year b | 15–100 | 53.5 | (46.1, 61.0) |
n | % | (95% CI) | |
Regional and community characteristics | |||
State location of fire department | |||
Northern and central New Jersey | 9 | 24.3 | (9.8, 38.8) |
Coastal New Jersey | 2 | 5.4 | (0.0, 13.0) |
Central Maine | 3 | 8.1 | (0.0, 17.3) |
Southern Maine | 1 * | 2.7 | (0.0, 8.2) |
Maryland | 2 | 5.4 | (0.0, 13.0) |
Connecticut | 2 | 5.4 | (0.0, 13.0) |
Middle Tennessee | 10 | 27.0 | (12.0, 42.0) |
Missouri | 4 | 10.8 | (0.3, 21.3) |
Washington | 4 | 10.8 | (0.3, 21.3) |
Population size served (people) | |||
<5000 | 14 | 37.8 | (21.4, 54.2) |
5000 to 9999 | 9 | 24.3 | (9.8, 38.8) |
10,000 to 24,999 | 4 | 10.8 | (0.3, 21.3) |
≥25,000 | 10 | 27.0 | (12.0, 42.0) |
Population-served-to-incumbent-membership ratio (people per volunteer member) | |||
<150 | 13 | 35.1 | (19.0, 51.3) |
150 to 400 | 11 | 29.7 | (14.3, 45.2) |
>400 | 13 | 35.1 | (19.0, 51.3) |
Average monthly firefighting call volume | |||
≤20 | 12 | 32.4 | (16.6, 48.3) |
>20 to 60 | 11 | 29.7 | (14.3, 45.2) |
>60 | 14 | 37.8 | (21.4, 54.2) |
Department resources | |||
Annual budget | |||
<USD 100,000 | 12 | 32.4 | (16.6, 48.3) |
USD 100,000 to USD 250,000 | 11 | 29.7 | (14.3, 45.2) |
>USD 250,000 | 14 | 37.8 | (21.4, 54.2) |
Budget-to-incumbent-membership ratio ($ per member) | |||
<USD 2500 | 12 | 32.4 | (16.6, 48.3) |
USD 2500 to USD 10,000 | 11 | 29.7 | (14.3, 45.2) |
>USD 10,000 | 14 | 37.8 | (21.4, 54.2) |
Health and fitness resources | |||
Has a health, safety, and wellness committee or person | 13 | 35.1 | (19.0, 51.3) |
Provides routine physical examinations for incumbent members or recruits | 21 | 56.8 | (40.0, 73.5) |
Require members to complete an initial firefighter physical ability test | 10 | 27.0 | (12.0, 42.0) |
Provided health promotion or wellness programs in past year c | 3 | 8.1 | (0.0, 17.3) |
Have resources to maintain firefighter fitness d | 15 | 40.5 | (23.9, 57.1) |
Characteristics assessed in physical exams a | |||
Heart rate or aerobic capacity testing | 10 | 27.0 | (12.0, 42.0) |
Electrocardiograms (EKG) | 10 | 27.0 | (12.0, 42.0) |
Blood pressure | 17 | 45.9 | (29.1, 62.8) |
Body composition | 6 | 16.2 | (3.8, 28.7) |
Lung function testing | 9 | 24.3 | (9.8, 38.8) |
Departmental trainings and meetings | |||
Frequency of membership meetings | |||
1 to 3 weeks | 7 | 18.9 | (5.7, 32.2) |
Monthly | 27 | 73.0 | (58.0, 88.0) |
Every 2 months or more | 3 | 8.1 | (0.0, 17.3) |
Frequency of departmental fire trainings | |||
Weekly | 14 | 37.8 | (21.4, 54.2) |
Every 2 to 3 weeks | 12 | 32.4 | (16.6, 48.3) |
Monthly or more | 11 | 29.7 | (14.3, 45.2) |
Mean CRF a (n = 533) | |||
---|---|---|---|
n | Mean | (95% CI) | |
Demographic characteristics | |||
Fire department region | |||
Northern and central New Jersey | 91 | 9.7 | (9.2, 10.3) |
Coastal New Jersey | 120 | 8.8 | (8.3, 9.3) |
Central Maine | 40 | 9.3 | (8.5, 10.1) |
Southern Maine | 46 | 9.0 | (8.3, 9.8) |
Maryland | 33 | 9.1 | (8.2, 10.0) |
Connecticut | 29 | 9.9 | (8.7, 11.1) |
Middle Tennessee | 78 | 9.5 | (8.9, 10.0) |
Missouri | 46 | 10.2 | (9.2, 11.2) |
Washington | 50 | 10.8 | (10.1, 11.5) |
Age (years) | |||
18 to <35 | 187 | 11.7 | (11.4, 12.0) |
35 to <50 | 144 | 9.4 | (9.1, 9.7) |
≥50 | 202 | 7.5 | (7.3, 7.8) |
Sex | |||
Male | 481 | 9.7 | (9.4, 9.9) |
Female | 52 | 7.9 | (7.2, 8.6) |
Race/ethnicity | |||
Non-Hispanic white | 491 | 9.4 | (9.2, 9.7) |
Other | 42 | 10.4 | (9.6, 11.1) |
Household Income | |||
<USD 75,000 | 191 | 9.9 | (9.5, 10.3) |
≥USD 75,000 | 313 | 9.2 | (8.9, 9.5) |
Education | |||
High school or lower | 134 | 9.2 | (8.8, 9.7) |
Some college | 220 | 9.6 | (9.3, 10.0) |
College or more | 178 | 9.5 | (9.2, 9.9) |
Current employment status | |||
Unemployed | 89 | 8.6 | (7.9, 9.2) |
Part-time only | 28 | 8.6 | (7.3, 10.0) |
Full-time only | 341 | 9.8 | (9.6, 10.1) |
Part-time and full-time | 75 | 9.5 | (8.9, 10.1) |
Fitness characteristics | |||
Physical activity level | |||
Inactive/low | 131 | 7.2 | (6.9, 7.6) |
Moderate | 242 | 9.1 | (8.9, 9.4) |
Vigorous | 160 | 12.0 | (11.6, 12.3) |
BMI (kg/m2) | |||
Healthy weight (18.5–24.9) | 99 | 11.1 | (10.6, 11.6) |
Overweight (25.0–29.9) | 209 | 10.3 | (10.0, 10.6) |
Obese (≥30.0) | 225 | 8.0 | (7.7, 8.3) |
Fire service characteristics | |||
Firefighting rank at current fire department | |||
Firefighter | 346 | 10.0 | (9.7, 10.3) |
Company officer | 116 | 8.9 | (8.4, 9.4) |
Chief officer | 71 | 8.0 | (7.6, 8.5) |
Firefighting experience (years) b | |||
<10 | 202 | 11.1 | (10.7, 11.5) |
10 to <30 | 192 | 9.2 | (8.9, 9.6) |
≥30 | 139 | 7.6 | (7.3, 7.9) |
Average monthly firefighting calls | |||
≤5 | 151 | 9.2 | (8.8, 9.6) |
6 to ≤10 | 118 | 9.7 | (9.2, 10.1) |
11 to ≤20 | 145 | 9.6 | (9.2, 10.1) |
>20 | 117 | 9.6 | (9.1, 10.1) |
Time spent in the fire station (hours per week) | |||
<3 | 145 | 9.3 | (8.8, 9.7) |
3 to <8 | 206 | 9.4 | (9.0, 9.7) |
≥8 | 182 | 9.9 | (9.5, 10.3) |
Current firefighting and related operations c | |||
Interior operations | 423 | 10.0 | (9.7, 10.2) |
Exterior operations | 411 | 9.7 | (9.4, 10.0) |
Overhaul or investigation | 363 | 9.9 | (9.7, 10.2) |
Wildland fire | 265 | 9.9 | (9.6, 10.2) |
Rescue operations | 354 | 10.0 | (9.7, 10.2) |
EMS | 205 | 10.0 | (9.6, 10.3) |
Hazmat | 201 | 10.1 | (9.8, 10.5) |
Mean CRF d (n = 533) | |||
---|---|---|---|
n | Mean | (95% CI) | |
Regional and community characteristics | |||
Population size served (people) | |||
<5000 | 199 | 9.7 | (9.3, 10.1) |
5000 to 9999 | 80 | 9.7 | (9.1, 10.4) |
10,000 to 24,999 | 48 | 10.2 | (9.5, 10.9) |
≥25,000 | 206 | 9.1 | (8.7, 9.4) |
Population-served-to-incumbent-membership ratio (people per volunteer member) | |||
<150 | 149 | 10.0 | (9.5, 10.4) |
150 to 300 | 170 | 9.2 | (8.8, 9.6) |
>300 | 214 | 9.4 | (9.1, 9.8) |
Average monthly firefighting call volume | |||
≤20 | 123 | 9.8 | (9.3, 10.2) |
>20 to 80 | 105 | 9.8 | (9.2, 10.3) |
>80 | 305 | 9.3 | (9.0, 9.6) |
Department resources | |||
Annual budget | |||
<USD 100,000 | 108 | 9.8 | (9.4, 10.2) |
USD 100,000 to USD 250,000 | 154 | 9.0 | (8.6, 9.4) |
>USD 250,000 | 271 | 9.7 | (9.3, 10.0) |
Department-budget-to-incumbent-membership ratio ($ per member) | |||
<USD 3000 | 124 | 9.6 | (9.1, 10.0) |
USD 3000 to USD 10,000 | 138 | 9.1 | (8.7, 9.5) |
>USD 10,000 | 271 | 9.7 | (9.3, 10.0) |
Health and fitness resources | |||
Have health, safety, and wellness committee (or a similar committee) or a person | |||
Yes | 291 | 9.5 | (9.2, 9.8) |
No | 242 | 9.5 | (9.2, 9.9) |
Physical fitness-related characteristics assessed in routine physical exams a | |||
Yes | 367 | 9.5 | (9.2, 9.8) |
No | 166 | 9.6 | (9.1, 10.0) |
Require members to complete an initial firefighter physical ability test | |||
Yes | 191 | 9.3 | (9.0, 9.7) |
No | 342 | 9.6 | (9.3, 9.9) |
Provided any health promotion or wellness programs in past year b | |||
Yes | 69 | 9.4 | (8.8, 10.0) |
No | 464 | 9.5 | (9.3, 9.8) |
Have resources to maintain firefighter fitness c | |||
Yes | 267 | 9.6 | (9.3, 9.9) |
No | 266 | 9.4 | (9.1, 9.7) |
Departmental Trainings and meetings | |||
Frequency of membership meetings | |||
1 to 3 weeks | 75 | 10.2 | (9.7, 10.8) |
Monthly | 408 | 9.3 | (9.0, 9.5) |
Every 2 months or more | 50 | 10.4 | (9.4, 11.3) |
Frequency of departmental fire trainings | |||
Weekly | 255 | 9.8 | (9.4, 10.1) |
Every 2 to 3 weeks | 117 | 9.3 | (8.8, 9.7) |
Monthly or more | 161 | 9.3 | (8.9, 9.7) |
Change in Mean CRF | Unacceptable for Firefighting (≤8) METs vs. Acceptable (>8) METs | Recommended (≥12) METs vs. Below Recommended (<12) METs | ||||
---|---|---|---|---|---|---|
β | (95% CI) | AOR | (95% CI) | AOR | (95% CI) | |
Firefighter-level characteristics | ||||||
Firefighting experience (years) | −0.95 | (−1.09, −0.81) | 1.93 | (1.64, 2.26) | 0.29 | (0.20, 0.42) |
Monthly firefighting calls (ref.: ≤5) | ||||||
6 to ≤10 | 0.65 | (0.11, 1.20) | 0.67 | (0.36, 1.23) | 1.85 | (0.87, 3.93) |
11 to ≤20 | 0.82 | (0.27, 1.37) | 0.47 | (0.25, 0.89) | 2.35 | (1.08, 5.09) |
>20 | 0.59 | (0.00, 1.19) | 0.76 | (0.39, 1.48) | 2.89 | (1.27, 6.62) |
Firefighting rank at current fire department (ref.: Firefighter) | ||||||
Company officer | −0.43 | (−0.91, 0.06) | 1.55 | (0.92, 2.61) | 1.48 | (0.74, 2.97) |
Chief officer | −0.44 | (−1.06, 0.18) | 1.25 | (0.67, 2.34) | 0.36 | (0.04, 2.96) |
Fire department-level characteristics | ||||||
Population-served-to-incumbent-membership ratio a (ref.: <150) | ||||||
150 to 300 | −0.46 | (−1.12, 0.20) | 1.70 | (0.78, 3.72) | 1.51 | (0.63, 3.62) |
>300 | −0.85 | (−1.49, −0.20) | 1.92 | (0.89, 4.12) | 0.57 | (0.25, 1.33) |
Have health, safety, and wellness personnel (yes vs. no) | 0.02 | (−0.58, 0.63) | 1.10 | (0.54, 2.24) | 1.14 | (0.50, 2.64) |
Physical fitness assessed in routine exams b (ref.: No) | 0.62 | (−0.11, 1.34) | 0.36 | (0.15, 0.87) | 0.83 | (0.31, 2.20) |
Have resources to maintain firefighter fitness c (ref.: No) | 0.18 | (−0.37, 0.74) | 0.94 | (0.48, 1.83) | 1.23 | (0.56, 2.69) |
Departmental fire trainings | ||||||
Every 2 to 3 weeks (ref.: weekly) | −0.36 | (−0.98, 0.27) | 1.70 | (0.81, 3.56) | 0.27 | (0.11, 0.65) |
Monthly or more (ref.: weekly) | −0.16 | (−0.85, 0.52) | 1.10 | (0.50, 2.40) | 0.47 | (0.18, 1.23) |
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Shah, N.N.; Jahnke, S.A.; Hollerbach, B.S.; Edwards, D.L.; Roy, J.; Wackowski, O.A.; Caban-Martinez, A.J.; Black, T.M.; Hinton, K.; Kubiel, B.S.; et al. A Cross-Sectional Assessment of the Individual- and Fire Department-Level Factors Affecting Volunteer Firefighter Cardiorespiratory Fitness. Fire 2025, 8, 319. https://doi.org/10.3390/fire8080319
Shah NN, Jahnke SA, Hollerbach BS, Edwards DL, Roy J, Wackowski OA, Caban-Martinez AJ, Black TM, Hinton K, Kubiel BS, et al. A Cross-Sectional Assessment of the Individual- and Fire Department-Level Factors Affecting Volunteer Firefighter Cardiorespiratory Fitness. Fire. 2025; 8(8):319. https://doi.org/10.3390/fire8080319
Chicago/Turabian StyleShah, Nimit N., Sara A. Jahnke, Brittany S. Hollerbach, Derrick L. Edwards, Jason Roy, Olivia A. Wackowski, Alberto J. Caban-Martinez, Taylor M. Black, Kaleigh Hinton, Brian S. Kubiel, and et al. 2025. "A Cross-Sectional Assessment of the Individual- and Fire Department-Level Factors Affecting Volunteer Firefighter Cardiorespiratory Fitness" Fire 8, no. 8: 319. https://doi.org/10.3390/fire8080319
APA StyleShah, N. N., Jahnke, S. A., Hollerbach, B. S., Edwards, D. L., Roy, J., Wackowski, O. A., Caban-Martinez, A. J., Black, T. M., Hinton, K., Kubiel, B. S., Delnevo, C. D., & Graber, J. M. (2025). A Cross-Sectional Assessment of the Individual- and Fire Department-Level Factors Affecting Volunteer Firefighter Cardiorespiratory Fitness. Fire, 8(8), 319. https://doi.org/10.3390/fire8080319