ArticleArchives of public health = Archives belges de sante publique2022
Socioeconomic inequality in public satisfaction with the healthcare system in China: a quantile regression analysis.
Article in Archives of public health = Archives belges de sante publique, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- SARS-CoV-2 and climate factors: a study between linear regression and quantile regression model using longitudinal count data.BMC public health · 2026Article
- Outpatient pooling policy and healthcare satisfaction among middle-aged and older adults: evidence from China.BMC health services research · 2025Article
- Confidence in China's healthcare system: a focus on lower-middle class.Health economics review · 2025Article
- How do Chinese people perceive their healthcare system? Inequality in public satisfaction with healthcare security.Frontiers in public health · 2025Article
- Structural changes and influencing factors of human resource allocation for oral health in China.PloS one · 2025Article
- Knowledge, attitudes, and practices of pregnant women regarding fetal growth restriction: a cross-sectional study.Frontiers in public health · 2025Article
- Mental health service readiness in Nepal: Insights from the 2021 Nepal Health Facility Survey.PLOS mental health · 2025Article
- Trends and inequalities in health system satisfaction: results from the latest nationally representative surveys in Qatar.International journal for equity in health · 2024Article
- Public satisfaction with health system after healthcare reform in China.Health research policy and systems · 2023Article
- Exploring Older Adults' Perceived Affordability and Accessibility of the Healthcare System: Empirical Evidence from the Chinese Social Survey 2021.Healthcare (Basel, Switzerland) · 2023Article
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2 authors.
Funding
Abstract
backgroundAs China pursues better social equality and improvement in public services (healthcare), public satisfaction has been considered as a key performance indicator. There is a great need to better understand the disparities and inequalities in the public satisfaction with its healthcare system.
methodsBased on Chinese General Social Survey (CGSS) 2015 ( a set of nationally representative survey data, the most recent wave containing information about public satisfaction with the healthcare system), this study utilizes the quantile regression method to analyze how the public satisfaction at high or low quantile of the score distribution varies according to the socio-economic status and healthcare system performance indicators, especially in rural areas.
resultsThis study found that, at the highest percentile, better Self-Reported-Health (SRH) is associated significantly with a lower satisfaction score (coefficient -4.10, P < 0.01). High socioeconomic status (especially "above average" group) has higher satisfaction scores at both mean (coefficient 3.74, P<0.01) and median (coefficient 3.83, P<0.01). This effect is also significant across the lower quantiles of the satisfaction levels. West and Middle region (the less developed regions) tended to be more satisfied, whereas those in Northeast reported a large negative effect (coefficient -7.07, P < 0.01) at the median. While rural residents generally reported higher levels of satisfaction, rural residents' preference regarding hospital beds and primary care access seems generally to be opposite to that of urban residents.
conclusionOur findings suggest that the ongoing healthcare reform needs to integrate more preventive care to meet the healthy residents' expectation and demands. More attention should be guided to the vulnerable healthcare system in the Northeast region, which has a stagnant local economy. Outcome-based quality care is especially preferred in rural healthcare, in addition to improvement of utilization and access. In addition, the "pro-rich" inequality is an ongoing concern about the system.
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