Related Experiment Video
Updated: May 6, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Sleep quality modifies the association between nocturnal sleep, daytime napping, and mild cognitive impairment: A
Xi Luo1,2, Zhonghua Yin1, Xueli Sun1,3
1School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, China.
Objectives:
This cross-sectional study, based on the two-process model of sleep regulation, explored the nonlinear relationships and interactions among nocturnal sleep duration, daytime napping, sleep quality, and mild cognitive impairment (MCI) in middle-aged and older Chinese adults.
Methods:
Data from 7480 participants in the 2018 wave of the China Health and Retirement Longitudinal Study (CHARLS) were analyzed. Restricted cubic splines modeled dose-response relationships, and stratified logistic regression assessed subgroup variations. Models were adjusted for sociodemographic, lifestyle, and clinical covariates.
Results:
The lowest odds of MCI were observed among participants reporting 6-8 h of nocturnal sleep and 30-60 min of daytime napping. Short (<6 h) and long (>8 h) sleep durations, along with prolonged napping (≥90 min), were linked to higher odds of MCI. Sleep quality modified these associations: poor sleep quality elevated the odds of MCI, especially among long sleepers (OR = 1.88 vs. 1.33 for good sleep quality). Among short sleepers (<6 h), 30-60 min naps were associated with lower odds of MCI (OR = 0.72).
Conclusions:
These findings indicate that, in this cross-sectional sample, 7-8 h of nocturnal sleep combined with 30-60 min of daytime napping were associated with better cognitive status, whereas long sleep with poor sleep quality was associated with higher odds of impairment. These observational associations, considered within a circadian-homeostatic framework, are hypothesis-generating and warrant confirmation in future longitudinal and interventional studies.
More Related Videos
Related Concept Videos
Sleep-Wake Cycles
NREM Sleep
NREM sleep comprises four progressive stages that seamlessly merge:
Chronopharmacokinetics: Circadian Rhythms and Influence on Drug Response
The time of drug administration is an important factor to consider, as it can influence the toxic dose of a drug. For example, a study conducted by Prins et al. in 1997 examined the effects of the timing of...
Understanding Sleep
The circadian rhythm, a nearly 24-hour cycle, is deeply influenced by environmental light cues. Light exposure directly affects the hypothalamus, which in turn regulates...
Insufficient Sleep and Sleep Deprivation
Sleep deprivation is a more severe form of sleep loss...
Sleep Apnea
The condition is more prevalent among...
Narcolepsy

