ArticleFrontiers in public health2022
The impact of public health education on people's demand for commercial health insurance: Empirical evidence from China.
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.
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Who cites it
9 citing papers in PubMed.
- Social determinants of health and sarcopenia in adults: Insights from the National Health and Nutrition Examination Survey.Medicine · 2026Article
- A study on the current status of collaboration between China's commercial health insurance and medical institutions and improvement strategies.BMC health services research · 2026Article
- Catastrophic health expenditure and commercial health insurance purchase: evidence from China.BMC health services research · 2026Article
- Health Insurance Schemes and Chronic Disease Management Behaviours in China: Evidence from Women with Non-Communicable Diseases.Risk management and healthcare policy · 2026Article
- Association between social determinants of health and physical disability: Findings from NHANES.Medicine · 2025Article
- Psychological constructs and preferences for a complementary inclusive health insurance: a hybrid choice model.Health policy and planning · 2025Article
- Analysis the status and spatio-temporal characteristics of the synergistic development of China's multi-level medical insurance system.Scientific reports · 2025Article
- Personalized video-based health education after ischemic stroke: A single-center cross-sectional study in China.PloS one · 2025Article
- National health insurance membership in Indonesia: Do socio-economic elements matter?PloS one · 2025Article
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Authors and funding
4 authors.
Funding
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Abstract
Public health education is gaining significance globally, and it is important for managing health risks. This study empirically analyzed the effect of public health education on people's demand for commercial health insurance. And we used the fixed effects and the mediating effect models, and instrumental variables regression in our research based on panel data of 31 provinces (including municipalities and autonomous regions) in China from year 2009 to 2019. The findings show that public health education significantly increases people's demand for commercial health insurance, and this effect remains significant when considering endogeneity and robustness. We further analyzed and found that the increased demand for commercial health insurance is caused by health literacy, health risk perceptions and health risk attitudes. Through heterogeneity analysis, we found that there were significant differences in the effects of public health education in regions with different demographic and socioeconomic characteristics. We found that the effect of health education on promoting people's demand for commercial health insurance is more obvious in regions with high levels of urbanization, proportion of men, education, economic development, medical resources, and social medical insurance coverage. Governments are supposed to take further measures to enhance the effectiveness of public health education, develop high-quality commercial health insurance, and continuously improve health risk coverage.
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