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Updated: Jun 28, 2025

Multi-Modal Home Sleep Monitoring in Older Adults
Published on: January 26, 2019
Association Between Sleep Efficiency Variability and Cognition Among Older Adults: Cross-Sectional Accelerometer
Collin Sakal1, Tingyou Li1, Juan Li2
1School of Data Science, City University of Hong Kong, Hong Kong, China (Hong Kong).
Inconsistent sleep quality negatively impacts cognitive function in older adults. Maintaining stable sleep efficiency is crucial for preserving cognitive abilities like memory and processing speed.
Area of Science:
- Gerontology
- Sleep Science
- Cognitive Neuroscience
Background:
- Sleep efficiency is a key indicator of sleep quality.
- High-quality sleep is linked to better cognitive function in older adults.
- The impact of day-to-day sleep quality variability on cognition remains unclear.
Purpose of the Study:
- To investigate the association between sleep efficiency variability and cognitive function in adults over 65.
- To utilize accelerometer data and cognitive tests to assess this relationship.
Main Methods:
- 1074 older adults (aged >65) from NHANES with >=5 days of accelerometer data were analyzed.
- Sleep efficiency was calculated using a machine learning algorithm.
- Associations between sleep efficiency variability and cognitive tests (DSST, CERAD-WL, AFT) were adjusted for numerous health and demographic factors.
Main Results:
- Greater sleep efficiency variability was associated with poorer performance on the Digit Symbol Substitution Test (DSST) and Animal Fluency Test (AFT) after adjustments.
- Higher average sleep efficiency correlated with better scores on DSST and AFT.
- No significant association was found between sleep efficiency variability and the Consortium to Establish a Registry for Alzheimer's Disease Word-Learning subtest (CERAD-WL).
Conclusions:
- Sleep efficiency variability is linked to diminished cognitive function in older adults.
- Interventions aimed at improving sleep consistency may help preserve cognitive function.
- Further research is needed to understand the nuances of sleep variability and cognitive health.
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