Evidence mapPaperPMID 41535834Full record

ArticleBMC public health2026

Association of cognitive ability and sleep duration with headache : insights from a Chinese middle-aged and elderly population.

Mingdong Zhang, E Zhao, Gaofeng Sun

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Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Mingdong ZhangSchool of Public Health, Xinjiang Medical University, Urumqi, China.
E ZhaoDepartment of Health Education, Urumqi Center for Disease Control and Prevention (Urumqi Municipal Health Supervision Institute), Urumqi, China.
Gaofeng SunDepartment of Chronic Non-Communicable Disease Prevention and Control, Urumqi Center for Disease Control and Prevention (Urumqi Municipal Health Supervision Institute), Urumqi, China. sgfxj2004@126.com.

Funding

Foundation for Innovative Research Groups of the National Natural Science Foundation of China U1803124National Key Research and Development Program of China 2017YFC0907203Xinjiang Uyghur Autonomous"Tianshan Talent" High-Level Talent Training Program in Medicine and Health TSYC202301B073
6 · The paper itself

Abstract

objectiveThis study aimed to investigate the association between cognitive function, sleep duration, and headache among middle-aged and elderly populations, providing epidemiological evidence for understanding these relationships.

methodsWe analyzed cross-sectional data from the 2020 wave of the China Health and Retirement Longitudinal Study (CHARLS), including 13,117 participants. Univariate analyses were performed using chi-square tests, and multivariate logistic regression was employed to examine the associations of cognitive ability and sleep duration with headache. Nonlinear relationships and threshold effects were examined using restricted cubic spline (RCS) models and two-stage linear regression.

resultsThe overall prevalence of headache was 18.76%, with a higher rate in females (25.56%) than in males (12.40%). Multivariable logistic regression indicated that, compared to excellent cognitive ability, poor cognitive ability was associated with increased odds of headache (OR = 1.352, 95% CI: 1.162-1.574). Similarly, compared to short sleep duration (< 6 h), moderate (6-8 h; OR = 0.569) and long (≥ 8 h; OR = 0.528) sleep durations were associated with reduced odds. A significant interaction was observed between sex and sleep duration (P = 0.036), but not between sex and cognitive ability (P = 0.695). RCS analysis revealed a nonlinear, inverted U-shaped association between cognitive ability and headache, and a U-shaped association between sleep duration and headache in the overall population. Sex-stratified analyses indicated approximately linear associations in males, but distinct nonlinear patterns in females.

conclusionCognitive impairment and short sleep duration were associated with headache, with the associations varying by sex. These findings highlight the importance of considering these factors together in future research on headache management.

Indexed as

CognitionHeadacheSleep DurationAgedChinaCross-Sectional StudiesEast Asian PeopleFemaleHumansLongitudinal StudiesMaleMiddle AgedPrevalenceCognitive functionEpidemiological studyHeadache riskNonlinear associationSleep duration

Identifiers

PMID41535834
PMCPMC12888694

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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 Socratic graph.