ArticleBMC public health2018
Equity and efficiency of medical service systems at the provincial level of China's mainland: a comparative study from 2009 to 2014.
Article in BMC public health, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 papers, 1 of them a synthesis that pooled it.
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Who cites it
49 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Analysing the Efficiency of Health Systems: A Systematic Review of the Literature.Applied health economics and health policy · 2023Pooled it
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- Analysis of the current situation and influencing factors of burnout of medical insurance specialists in public hospitals in Guangxi, China under the background of the "Sanming Model" reform- cases of healthcare system reform from low and middle income regions.BMC health services research · 2026Article
- Equity in health resource allocation in Guangdong Province, China, from 2013-2021: research based on the Dagum Gini coefficient and exploratory spatial data analysis.Cost effectiveness and resource allocation : C/E · 2026Article
- Epidemiology and molecular typing of multidrug resistant Acinetobacter baumannii burn wound isolates from six Chinese provinces.Scientific reports · 2025Article
- Spatiotemporal evolution and determinants analysis of health resource supply-demand coupling coordination in China.International journal for equity in health · 2025Article
- Spatial-temporal characteristics and driving factors of the coupling coordination between primary health care and socioeconomic development: a case study of Beijing, China.BMC public health · 2025Article
- Three-medical linkage in China: trend evolution and obstacle identification.BMC health services research · 2025Article
- A Political-Economic Model of Community and Societal Health Resources: A 92-Country Global Analysis.Sociology of health & illness · 2025Article
- Equity and Efficiency of Medical Resource Allocation in National Central Cities, China.Risk management and healthcare policy · 2025Article
- Based on regional heterogeneity: measurement of hospital service efficiency and analysis of spatial effects.Frontiers in public health · 2025Article
- An analysis of factors influencing technical efficiency of health expenditures in China.Health economics review · 2024Article
- Article
- Resource allocation efficiency in 68 county-level traditional Chinese medicine hospitals in China: a data envelopment analysis.BMJ open · 2024Article
- Spatiotemporal evolution and development path of healthcare services supply in China.BMC health services research · 2024Article
- Inequity in the utilization of the home and community integrated healthcare and daily care services in older adults with limited mobility in China.BMC geriatrics · 2024Article
- The Impact of Broadband Infrastructure Construction on Medical Resource Mismatch: Quasi-Natural Experiment From the Broadband China Policy.Journal of medical Internet research · 2024Article
- Bridging the gap: coordinating equity and efficiency in older people care resource allocation in China.BMC geriatrics · 2024Article
- Optimizing the medical equipment investment in primary care centres in rural China: evidence from a panel threshold model.BMC health services research · 2024Article
- Dynamic evolution and spatial difference of public health service supply in economically developed provinces of China: typical evidence from Guangdong Province.BMC health services research · 2024Article
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6 authors.
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Abstract
backgroundThe astonishing economic achievements of China in the past few decades have remarkably increased not only the quantity and quality of medical services but also the inequalities in health resources allocation across regions and inefficiency of the medical service delivery.
methodsA descriptive analysis was used to compare the inequities in inputs and outputs of the provincial medical service systems, a non-radial super-efficiency data envelopment analysis model was then used to estimate the efficiency, and a regression analysis of the panel data was used to explore the determinants.
resultsThe inputs and outputs of most provincial medical service systems increased gradually from 2009 to 2014. Overall, the eastern region allocated more human and capital resources than the other two regions, and produced more than 50% of the total outpatient and emergency room visits, whereas the western region produced more inpatient services (about 30% of the total volume of inpatient services) according to the distribution of the population. The average efficiency scores of the provincial medical systems in China's mainland were 0.895, 0.927, 0.929, 0.963, 0.977 and 0.968 from 2009 to 2014, with a slight average improvement of 1.60%. The efficiency score of each provincial medical service system varied greatly from one another: Tibet (1.475 ± 0.057) performed extremely well, whereas several others including Heilongjiang (0.579 ± 0.001) performed poorly. Furthermore, the proportion of high-class medical facilities was negatively associated with efficiency, whereas the proportion of the vulnerable population, the per capita Gross Domestic Product, the proportion of the illiterate population and the improvement of primary health care had positive effects on efficiency.
conclusionInequity in health resources allocation and service provision existed across the regions, but not all the gaps have begun to narrow since 2009. The difference of efficiency was great among provincial medical service systems but minor across regions, and the score changed very little over time. More importantly, the central region held the lowest average efficiency score in the past 6 years, while the western region held the largest average efficiency score at the first 5 years, which should receive enough attention of the government and decision-makers. In practice, efficiency was related to many complicated factors, indicating that the improvement of efficiency is a complex and iterative process that requires the strong cooperation of many sectors.
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