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Early Fat Loss and Plateau in Firefighter Recruits: Longitudinal Tracking of Body Composition Using Skinfold Analysis
Jason R Beam1, Zachary A Mang2,3, Ann L Gibson2
1Department of Operations and Support Services, Occupational Health, Los Alamos National Laboratory, Los Alamos, New Mexico.
Journal of Strength and Conditioning Research
|August 12, 2026
Summary
Firefighter recruits experience significant early fat loss and body composition changes during training, with a plateau occurring between 12 and 18 weeks. Both multifrequency bioelectrical impedance analysis (MF-BIA) and skinfold analysis (SKF) effectively track these group-level changes over time.
Area of Science:
- Exercise Physiology
- Sports Science
- Occupational Health
Background:
- Firefighter training academies involve intense physical demands.
- Monitoring body composition changes is crucial for assessing recruit adaptation and health.
- Multifrequency bioelectrical impedance analysis (MF-BIA) and skinfold analysis (SKF) are common methods for body composition assessment.
Purpose of the Study:
- To evaluate how MF-BIA and SKF track body composition changes in firefighter recruits during training.
- To compare the longitudinal tracking capabilities of MF-BIA and SKF for fat mass (FM), fat-free mass (FFM), and body fat percentage (BF%).
Main Methods:
- Thirty-nine male firefighter recruits participated in a structured exercise training program.
- Body composition was assessed using MF-BIA and SKF at five distinct time points (T1-T5) throughout the academy.
- Linear mixed-effects models were used to analyze longitudinal changes and cross-sectional differences between methods.
Main Results:
- Both MF-BIA and SKF demonstrated similar tracking of longitudinal changes in BF%, FM, and FFM, with no significant method-by-time interactions.
- Significant reductions in BF% and FM were observed from the beginning of training (T1) through later time points (T3-T5), indicating substantial early changes.
- Body composition changes plateaued between 12 and 18 weeks of training, with no significant differences between adjacent time points after the initial phase.
Conclusions:
- MF-BIA and SKF are reliable for monitoring group-level body composition changes over time in firefighter recruits.
- The primary body composition adaptations occur early in training, followed by a plateau.
- While strongly associated, MF-BIA and SKF should not be used interchangeably for individual assessments due to limited agreement.