ArticleInternational journal for equity in health2021
Determinants of China's health expenditure growth: based on Baumol's cost disease theory.
Article in International journal for equity in health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.
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Who cites it
17 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Systematic review and meta-analysis of workload among medical records coders in China.BMC medical informatics and decision making · 2024Pooled it
- Temporal-spatial analysis and driving factors of coupling coordination between population and health services systems in China, 2010-2022.BMC health services research · 2026Article
- Spatiotemporal characteristics of health expenditure in mainland China during 2012-2020.BMC health services research · 2026Article
- Selective strategic adaptation and structural trade-offs in a public traditional Chinese medicine hospital under China's national performance appraisal: a longitudinal study.Frontiers in health services · 2026Article
- Equity of total health expenditure in China, 2015-2021.Scientific reports · 2025Article
- Baumol's cost disease in acute versus long-term care: Do the differences loom large?International journal of health economics and management · 2025Article
- Association between internet usage and healthcare expenditure among middle-aged and older Chinese adults with chronic diseases: the role of self-rated health.BMC public health · 2025Article
- Impact of China's diagnosis-intervention packet payment reform on pediatric pneumonia hospitalization costs: an interrupted time series analysis.Cost effectiveness and resource allocation : C/E · 2025Article
- The impact of diagnosis-related group payment on the hospitalization expenditure and medical quality of public hospitals in China.PloS one · 2025Article
- Forecast of total health expenditure on China's ageing population: a system dynamics model.BMC health services research · 2024Article
- Trends in under-five mortality rate in China, 1996-2020: a Joinpoint regression and correlation analysis.BMJ open · 2024Observational
- Older adults 's hospitalizational costs and burden study in China--analysis from CHARLS data 2018.Frontiers in public health · 2024Article
- Spatial distribution and influencing factors of CDC health resources in China: a study based on panel data from 2016-2021.Frontiers in public health · 2024Article
- An economic impact of incorrect referrals for MRI and CT scans: A retrospective analysis.Health science reports · 2023Article
- The impacts of diagnosis-intervention packet payment on the providers' behavior of inpatient care-evidence from a national pilot city in China.Frontiers in public health · 2023Article
- Indirect comparison between powered and manual circular staplers for left-sided colorectal anastomoses: clinical and economic outcomes in China.Cost effectiveness and resource allocation : C/E · 2022Article
- The impact of comprehensive public hospital reforms on the direct medical cost of inpatients with coronary heart disease.Frontiers in public health · 2022Article
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Abstract
backgroundDuring the past four decades, China's total health expenditure and health expenditure per capita have both experienced a dramatic increase in growth rate. This study aims to explore the determinants of health expenditure growth and the influencing mechanism of these determinants, with considering the productivity efficiency represented by Baumol's cost disease.
methodsBased on the longitudinal data of 30 provincial-level administrative regions in China, from 2010 to 2017, multi-variates regression models were constructed to assess the determinants, including demography, income, Baumol's cost disease, technology, their effects on per capital total health expenditure growth and the three financing sources: government, society and out-of-pocket health expenditure. Moreover, the Spatial Durbin Model was used to analyze the influence mechanism of determinants on the increase of health expenditure across provinces.
resultsAmong 210 province-year growth rate observations, all of the average growth rate of total health expenditure (12.78%) was much higher than the growth rate of per capita GDP (8.06%). According to the statistical analysis, we found that:(1) Income and Baumol's cost disease have a significant positive impact on health expenditure growth(P < 0.01). The impact of technical factors on government health expenditure is significantly positive. (2) The determinants affected the growth of health costs in different regions variably; the eastern region is mainly driven by Baumol's cost disease and technical factors, while the central and western regions are mainly affected by income factors and Baumol's cost disease. (3) There is a significant spatial spillover effect on the health expenditure growth between regions. The income factor and Baumol's cost disease have a positive impact on the health expenditure growth in its own region as well as in other regions.
conclusionsIncome and Baumol's cost disease significantly contributed to China health expenditure growth. The health expenditure determinants showed spatial varies effect and space spillover effect on the neighborhood areas. Which indicates that a reasonable salary system should be contrasted to meet the changeling from the Baumol's cost disease, and the necessity of equity in health resource allocation among provinces in China.
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