ArticleThe journal of headache and pain2024
Prevalence and risk factors of headache in Chinese with stroke: a cross-sectional study based on CHARLS.
Article in The journal of headache and pain, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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13 citing papers in PubMed.
- Impact of Physical Activity on Stroke Risk in Middle-Aged and Older Adults.Brain and behavior · 2026Article
- Association between headache and hearing impairment in middle-aged and older adults in China health and retirement longitudinal study.Scientific reports · 2026Article
- Lipid accumulation product and its association between new onset stroke among middle age and elderly population.BMC cardiovascular disorders · 2026Article
- Prevalence and risk factors of headaches in middle-aged and older Chinese adults with hypertension: a cross-sectional study based on CHARLS.Scientific reports · 2026Article
- Association of C-reactive protein/high-density lipoprotein cholesterol ratio with stroke in Chinese adults across different glycemic status.Lipids in health and disease · 2026Article
- Shared Mechanisms and Integrated Management of Post-Stroke Pain and Depression: A Comprehensive Review.Pain and therapy · 2026Review
- Article
- The role of biological age in stroke prediction: evidence from CHARLS and machine learning models.BMC neurology · 2026Article
- Association Between the Frailty Index and Self-Reported Headache in Middle-Aged and Older Chinese Adults: An Analysis of the China Health and Retirement Longitudinal Study.Pain research & management · 2026Article
- Healthcare-seeking behaviors of individuals with diarrhea in Southwest China: a cross-sectional survey.Tropical medicine and health · 2025Article
- The relationship between lung function and headache risk in middle-aged and older adults: a cross-sectional and longitudinal study.European journal of medical research · 2025Article
- Research progress of kinesin family in neurological diseases.Frontiers in cellular neuroscience · 2025Review
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Abstract
backgroundStroke ranks as the second leading cause of death worldwide. Meanwhile, headaches are considered the second leading cause of disability, and they often occur as a stroke complication. However, insufficient attention has been given to the treatment and rehabilitation of headaches among stroke patients, and the research on the epidemiology and risk factors of headaches in stroke patients in China is limited. Therefore, in this study, China Health and Retirement Longitudinal Study (CHARLS) data were utilized for a cross-sectional analysis to estimate the prevalence of headaches in stroke patients and identify the associated risk factors.
methodThis study utilized data, which included those of participants aged 45 and above from 28 provinces across China, from the nationally representative CHARLS 2018 database. A total of 876 stroke patients and 17,469 nonstroke patients were considered in this work. Stroke diagnosis and headache status were determined based on self-reported questionnaire responses. Cross-sectional analysis determined the prevalence of headaches in patients with strokes and those without through quantification of individuals diagnosed with headaches. Categorical variables were presented as percentages and counts, and univariate and multivariate logistic regression models were used to calculate the odds ratios (OR) for the risk factors associated with headaches in stroke patients.
resultsIn the 2018 data, 328 individuals with stroke-related headaches were screened and compared with 4,249 individuals without the condition. Overall, a cross-sectional survey revealed that the headache prevalence among stroke patients reached 37.44% (95% confidence interval (CI): 34.23%-40.74%), which was higher than the overall headache prevalence among nonstroke patients 24.32% (95% CI: 23.69%-24.97%). Headaches were considerably more common in women (45.95%; 95% CI: 41.31%-50.58%) than in men (26.70%; 95% CI: 24.44%-32.97%; gender difference, p < 0.001). According to multifactorial logistic regression analysis, the risk factors for stroke-related headaches included being female (OR: 1.45, 95% CI: 1.02-2.07), residency in Central (2.50, 1.37-4.54), Eastern (1.87, 1.07-3.27), and Northwest China (2.49, 1.06-5.84), Very poor self-health (4.06, 1.90-8.68), diabetes (1.85, 1.11-3.07), shoulder pain (4.01, 2.77-5.81), back pain (2.01, 1.32-3.05), and chest pain (2.51, 1.55-4.06).
conclusionEnhancement of self-awareness of health, effective management of diabetes, and minimization of the physical discomfort in the shoulders, back, and chest may contribute to the decreased occurrence of headaches. Therefore, targeted prevention and treatment of headaches are necessary.
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