ArticleFrontiers in public health2023
Education level as a predictor of the onset of health problems among China's middle-aged population: Cox regression analysis.
Article in Frontiers in public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.
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Who cites it
10 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Global prevalence and determinants associated with the acceptance of monkeypox vaccination.Narra J · 2024Pooled it
- Assessment of noise-induced hearing loss based on frequency analysis and its association with metabolic syndrome: a case study in a petrochemical industry.Scientific reports · 2026Article
- Maternal factors associated with antenatal care attendance: Nationally representative cross-sectional survey in Mexico.Journal of family medicine and primary care · 2026Article
- Exploring pain conceptualization in relation to outcomes in patients with chronic low back pain: a prospective observational study.Croatian medical journal · 2026Observational
- How urban versus rural residency relates to basic activities of daily living among older people in Central China.Scientific reports · 2025Article
- Association between central obesity and ADL impairment among the middle-aged and elderly population in China based on CHARLS.Scientific reports · 2025Article
- Association between socioeconomic status and the triglyceride glucose index: a cross-sectional study based on NHANES 2007-2016.BMC public health · 2025Article
- Gender, residence, and socioeconomic differences in the relationship of nutrition literacy with vegetable and fruit intake in adults.Frontiers in nutrition · 2025Article
- The association between education and premature mortality in the Chinese population: a 10-year cohort study.The Lancet regional health. Western Pacific · 2024Article
- The Global Occurrences of Cleft Lip and Palate in Pediatric Patients and Their Association with Demographic Factors: A Narrative Review.Children (Basel, Switzerland) · 2024Review
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Abstract
Background: Despite the importance of midlife with reference to one's health, educational inequalities in midlife health have attracted little attention in China. Using Cox proportional hazards regression analysis, this study examined the association between educational attainment and the onset of midlife health problems and investigated the potential mediating effects of socioeconomic position (SEP) other than educational attainment, depression, and health behavior. Methods: Data were extracted from the China Health and Retirement Longitudinal Survey (CHALRS) from 2011 (baseline) to 2018 (latest data). Participants aged 45-59 years at baseline were studied ( Results: Lower educational level was associated with increased incidences of poor SRH and ADL/IADL limitations, but with decreased incidences of dyslipidemia and heart disease. After adjusting for baseline covariates, the RII was 2.17 (95% confidence interval [CI]: 1.74, 2.70) for poor SRH, 2.15 (95% CI: 1.42, 3.26) for ADL limitation, 3.84 (95% CI: 2.98, 4.94) for IADL limitation, 0.52 (95% CI: 0.40, 0.68) for dyslipidemia, and 0.55 (95% CI: 0.40, 0.74) for heart disease. Significant proportions (2.1 to 27.0%) of the RII were explained by the mediators. No sex or urban-rural differences were found in this study. Conclusion: Our findings suggest that educational attainment is an important predictor of the incidences of key midlife health problems, with significant mediating effects exerted by other indicators of SEP, depression, and health behavior.
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