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Collecting Sleep, Circadian, Fatigue, and Performance Data in Complex Operational Environments
Published on: August 8, 2019
Temporal Dynamics Between Sleep and Physical Activity After Cardiac Surgery: A Cross-Lagged Panel Model
Sueyeon Lee1, Chang Gi Park2, Karen Saban1
1Marcella Niehoff School of Nursing, Loyola University Chicago, Maywood, IL, USA.
Improved sleep efficiency in cardiac surgery patients predicts increased physical activity the next day. However, physical activity did not predict subsequent sleep, highlighting sleep as a target for enhancing recovery.
Area of Science:
- Cardiology
- Sleep Science
- Exercise Physiology
Background:
- Cardiac patients frequently experience sleep disturbances and reduced physical activity (PA) post-surgery.
- The reciprocal relationship between sleep and PA is established, but its temporal dynamics after cardiac surgery are not well understood.
Purpose of the Study:
- To investigate the temporal bidirectional relationship between sleep and PA in cardiac surgery patients.
- Utilize a cross-lagged panel model (CLPM) to analyze these dynamics.
Main Methods:
- Secondary analysis of a longitudinal study with 33 adult open-heart surgery patients.
- Collected 7 days of sleep and PA data using wrist-worn ActiGraphs.
- Employed CLPM to assess the temporal associations between sleep and PA variables.
Main Results:
- Participants had lower mean total sleep time (6.4 hours) than recommended but exceeded guidelines for moderate-to-vigorous PA.
- CLPM indicated unidirectional causation: improved sleep efficiency predicted greater energy expenditure and less sedentary time the following day.
- No significant predictive relationship was found from PA to subsequent sleep.
Conclusions:
- Enhancing sleep quality post-cardiac surgery may positively influence physical activity levels.
- Integrated strategies addressing both sleep and PA are crucial for cardiac rehabilitation programs.
- Further research with larger samples and diverse time points is needed to fully elucidate these complex interactions.
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