ArticleFrontiers in public health2022
Inverted U-shaped relationship between education and family health: The urban-rural gap in Chinese dual society.
Article in Frontiers in public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.
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Who cites it
9 citing papers in PubMed, 1 synthesis or guideline pooled it, 17 citations in OpenAlex.
- Parental willingness of HPV vaccination in Mainland China: A meta-analysis.Human vaccines & immunotherapeutics · 2024Pooled it
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- Associations between adverse childhood experiences and family health in adulthood: a national cross-sectional analysis.Archives of public health = Archives belges de sante publique · 2026Article
- Health-related quality of life in poverty-alleviated individuals living with chronic conditions: a cross-sectional survey from an impoverished county in China.Scientific reports · 2026Article
- The dynamic association between physical exercise and depressive symptoms in China: an age-period-cohort analysis using the HAPC-CCREM and the moderating role of urban-rural disparities.Frontiers in public health · 2026Article
- The relationship between physical exercise and psychological capital in college students: the mediating role of perceived social support and self-control.BMC public health · 2025Article
- Analysis of status quo and influencing factors of personal mastery of patients after fracture surgery.Frontiers in psychology · 2025Article
- Knowledge, Attitudes, and Practices of Patients with Knee Osteoarthritis Regarding Osteoporosis and Its Prevention: A Cross-Sectional Study in China.International journal of general medicine · 2024Article
- Effect of childbearing-age women's family status on the health status of three generations: evidence from China.Frontiers in public health · 2023Article
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Authors and funding
6 authors at 2 institutions in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
Introduction: The Healthy China Initiative emphasizes family health. Education is an upstream determinant of health, which can both achieve upward mobility and cause class solidification. Methods: Using nationwide large-scale data collected in 2021, the present study explored the relationship between education and family health in the urban-rural dual society via Oaxaca-Blinder decomposition and propensity score matching. Results: Our data revealed disparities in family health, educational attainment, household income, healthcare coverage, and job type between urban and rural China. An inverted U-shaped relationship existed between increasing years of education and family health. The upper limit was 17.1 years for urban residents and 13.7 years for rural residents, with limited health benefits from higher education obtained by rural residents. Mediated by work-family conflict, highly-educated people received gradually diminishing health returns. The results of the Oaxaca-Blinder decomposition showed that 25.8% of the urban-rural gap in family health could be explained by the disparity in education. Urban residents could translate cultural capital and economic capital into health capital to a greater extent. After propensity score matching, a robust, inverted U-shaped relationship was found between education and family health. The inverted U-shaped relationship was found to replace family health with self-rated health and quality of life. Discussion: Family-centered public health and education programs, policies, and goals should be developed to break urban-rural dual structure barriers and advance social equity in China.
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