Evidence map›Paper›PMID 42344603›Full record

ArticleNature and science of sleep2026

Night-to-Night Sleep Variability Modulates Subjective Sleep Perception in Chronic Insomnia: A Multilevel Analysis.

Xiaoyu Xiao, Shuo Liu, Wenjing Jiang, Zhuqing Xu, Fanzun Meng, Fangchun Huang, Xiaochan Bi, Zixiang Guo, Yuqi Li

Abstract read
In one paragraph

Article in Nature and science of sleep, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Xiaoyu Xiao *Department of Geriatric Medicine & Laboratory of Gerontology and Anti-Aging Research, Qilu Hospital of Shandong University, Jinan, Shandong Province, People's Republic of China.
Shuo Liu *Department of Geriatric Medicine & Laboratory of Gerontology and Anti-Aging Research, Qilu Hospital of Shandong University, Jinan, Shandong Province, People's Republic of China.
Wenjing JiangDepartment of Geriatric Medicine & Laboratory of Gerontology and Anti-Aging Research, Qilu Hospital of Shandong University, Jinan, Shandong Province, People's Republic of China.ORCID 0000-0002-1559-9744
Zhuqing XuDepartment of Geriatric Medicine & Laboratory of Gerontology and Anti-Aging Research, Qilu Hospital of Shandong University, Jinan, Shandong Province, People's Republic of China.
Fanzun MengDepartment of Geriatric Medicine & Laboratory of Gerontology and Anti-Aging Research, Qilu Hospital of Shandong University, Jinan, Shandong Province, People's Republic of China.ORCID 0009-0005-5466-0084
Fangchun HuangDepartment of Geriatric Medicine & Laboratory of Gerontology and Anti-Aging Research, Qilu Hospital of Shandong University, Jinan, Shandong Province, People's Republic of China.
Xiaochan BiDepartment of Geriatric Medicine & Laboratory of Gerontology and Anti-Aging Research, Qilu Hospital of Shandong University, Jinan, Shandong Province, People's Republic of China.ORCID 0009-0000-3332-2389
Zixiang GuoDepartment of Geriatric Medicine & Laboratory of Gerontology and Anti-Aging Research, Qilu Hospital of Shandong University, Jinan, Shandong Province, People's Republic of China.
Yuqi LiDepartment of Geriatric Medicine & Laboratory of Gerontology and Anti-Aging Research, Qilu Hospital of Shandong University, Jinan, Shandong Province, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Subjective sleep perception often differs from objective sleep measures in chronic insomnia, but the role of night-to-night sleep variability remains insufficiently understood. This study examined the effects of daily within-individual sleep fluctuations and between-individual sleep variability on subjective sleep perception in patients with chronic insomnia. Methods: Fifty patients with chronic insomnia completed home-based sleep monitoring and sleep diaries for five to seven consecutive nights, yielding 312 valid nights. Sleep perception bias was defined as the difference between objective sleep parameters and subjective estimates. Sleep variability was quantified using the coefficient of variation. Linear mixed-effects models examined within-individual associations, between-individual variability effects, and cross-level interactions. Results: Nightly objective changes in total sleep time, sleep efficiency, wake after sleep onset, and sleep onset latency were significantly associated with corresponding subjective-objective discrepancies. Subjective perception changed less than objective sleep parameters, suggesting reduced subjective responsiveness to nightly sleep changes. Between individuals, lower total sleep time variability was associated with greater bias in perceived sleep duration and sleep efficiency. Higher N2 percentage variability was associated with greater wake after sleep onset perception bias and moderated the association between objective wake time and subjective perception. Discussion: These findings suggest that subjective sleep perception in chronic insomnia is influenced by nightly objective sleep changes and longer-term sleep variability. N2-related findings should be interpreted cautiously given the exploratory sleep-stage-specific analyses and portable EEG monitoring.

Indexed as

intraindividual variabilitynight-to-night variabilitysleep perception biassleep state misperceptionsubjective sleep perception

Identifiers

PMID42344603
PMCPMC13289649

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.