Oct 2026· International Journal of Sports Physiology and Performance· pp.
1-8
· 0 citations· 43 references
Medicine
TL;DR
Group averages of sleep parameters might mask individual and seasonal changes in sleep, highlighting the need for longitudinal, athlete-specific monitoring to guide proactive sleep monitoring strategies.
Abstract
Purpose
Sleep supports recovery and readiness in professional sport, yet season-long objective data in women's professional soccer are limited. This study aimed to provide a longitudinal, objective description of sleep across a competitive season and to compare sleep characteristics between preseason and in-season phases.
Methods
Twenty-seven professional athletes were monitored from January to November 2024 using a finger-worn wearable. Nightly total sleep time (TST), sleep efficiency, sleep onset latency (SOL), and sleep stage durations were extracted. Preseason versus in-season differences were examined using linear mixed-effects models and reported as estimated marginal mean differences with 95% CIs.
Results
During the in-season, TST averaged 7.8 (1.2) hours (median: 7.9 h), sleep efficiency 89.1% (5.4%), and SOL 15.6 (12.6) minutes. Mean sleep stage durations were 262.8 (52.8) minutes (light), 96.6 (31.8) minutes (deep), and 106.8 (34.2) minutes (Rapid Eye Movement). Notable night-to-night variability was observed, particularly for TST (within-player coefficients of variation: 10%-18%) and SOL (50%-114%). Compared with preseason, in-season sleep was characterized by lower REM sleep (-4.8 min, 95% CI -6.9 to -2.8; P < .001), reduced sleep efficiency (-0.37%, 95% CI -0.71 to -0.02; P = .036), and shorter SOL (-1.1 min, 95% CI -2.0 to -0.2; P = .020). TST did not differ between phases (P = .287), and deep and light sleep remained unchanged. Effect sizes were small (Cohen d ≤ 0.15).
Conclusions
Group averages of sleep parameters might mask individual and seasonal changes in sleep, highlighting the need for longitudinal, athlete-specific monitoring to guide proactive sleep monitoring strategies.
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ABSTRACT
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