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Monitoring Sleep and Nightly Recovery with Wrist-Worn Wearables: Links to Training Load and Performance Adaptations
Olli-Pekka Nuuttila1,2, Daniela Schäfer Olstad3, Kaisu Martinmäki3
1Faculty of Sport and Health Sciences, University of Jyväskylä, 40014 Jyväskylä, Finland.
Sensors (Basel, Switzerland)
|January 25, 2025
Summary
Intensified training impaired subjective recovery but not sleep metrics. However, individual nightly recovery, measured by autonomic nervous system charge, correlated with endurance performance improvements, suggesting personalized monitoring for training optimization.
Area of Science:
- Sports Science
- Exercise Physiology
- Sleep Science
Background:
- Previous research on intensified training and sleep quality yields contradictory results.
- Recreational athletes track sleep metrics, but their link to training adaptations remains unclear.
Purpose of the Study:
- To investigate the impact of intensified training on sleep and nightly recovery.
- To explore the association between sleep/recovery metrics and training adaptations in athletes.
Main Methods:
- 24 participants underwent a 3-week baseline, 2-week overload, and 1-week recovery period.
- Endurance performance was assessed via a 3000 m running test.
- Nightly recovery was monitored using a wrist-worn wearable (sleep, heart rate, heart rate variability, autonomic nervous system charge), alongside daily perceived strain and muscle soreness.
Main Results:
- 3000 m running performance improved significantly after the overload period.
- Perceived strain and muscle soreness increased, while subjective sleep quality and nightly recovery metrics remained unchanged.
- Autonomic nervous system charge and changes in heart rate/heart rate variability during sleep were associated with changes in running performance.
Conclusions:
- Intensified training negatively affected subjective recovery but not objective sleep or nightly recovery metrics.
- Significant interindividual differences in nightly recovery were observed.
- Monitoring individual nightly recovery can aid in optimizing training prescriptions and recognizing athlete responses.
Keywords:
autonomic nervous systemnocturnal heart ratenocturnal heart rate variabilityoverreachingsleep monitoring
