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Updated: Jan 16, 2026

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Collecting Sleep, Circadian, Fatigue, and Performance Data in Complex Operational Environments
Published on: August 8, 2019
12.6K
Differences in total sleep time and heart rate variability between shift types in firefighters.
Joel Luedke1, Jessica Hinman2, Tim Clark2
1Sports Medicine, Olmsted Medical Center Department of Research, Rochester, Minnesota, USA.
Occupational and Environmental Medicine
|October 1, 2025
Summary
Firefighters slept more on off-shift days but had lower heart rate variability (HRV) and readiness scores. Total sleep time was linked to readiness, indicating complex physiological responses in this demanding occupation.
Area of Science:
- Occupational Health
- Sleep Science
- Cardiovascular Physiology
Background:
- Firefighting is a demanding occupation with irregular work schedules.
- Understanding physiological responses to shift work is crucial for firefighter well-being.
- Heart Rate Variability (HRV) and readiness scores are key indicators of physiological state.
Purpose of the Study:
- To compare total sleep time and HRV in active-duty firefighters on shift versus off shift.
- To investigate the relationship between sleep patterns and physiological readiness in firefighters.
Main Methods:
- A longitudinal observational study involving 59 structural firefighters over 15 weeks.
- Smart ring technology was used to collect nightly sleep data and calculate readiness scores.
- Data were analyzed comparing on-shift and off-shift days.
Main Results:
- Firefighters obtained more total sleep time on off-shift days (6.97 hours) compared to on-shift days (6.68 hours).
- Heart Rate Variability (HRV) and readiness scores were significantly lower on off-shift days.
- Total sleep time showed a moderate positive correlation with the subsequent day's readiness score.
Conclusions:
- While firefighters sleep longer when off-shift, their HRV and readiness are higher when on-shift.
- Sleep duration is associated with readiness and HRV, but these physiological systems are complex.
- These findings highlight the intricate interplay between sleep, HRV, and readiness in the firefighting profession.
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