ArticleEnvironmental science and pollution research international2022
Assessing the financial efficiency of healthcare services and its influencing factors of financial development: fresh evidences from three-stage DEA model based on Chinese provincial level data.
Article in Environmental science and pollution research international, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Total factor productivity growth and spatial-temporal evolution of China's health system: a three-stage DEA-Malmquist approach.Frontiers in public health · 2026Article
- A study on the efficiency and spatial correlation of health resource allocation in Chinese hospitals.PloS one · 2026Article
- Investigating the efficiency of medical and health resources and its influencing factors in the Yangtze River Delta urban agglomerations: based on the undesirable super-efficiency SBM-Malmquist-Tobit model.Frontiers in public health · 2025Article
- Improving healthcare efficiency through long-term care insurance (LTCI): a super-SBM and DID analysis of 291 Chinese cities.Frontiers in public health · 2025Article
- How efficient are specialized public health services in China? A data envelopment analysis and geographically weighted regression approach.Frontiers in public health · 2025Article
- Based on regional heterogeneity: measurement of hospital service efficiency and analysis of spatial effects.Frontiers in public health · 2025Article
- Spatiotemporal dynamics and determinants of medical service efficiency in China.BMC health services research · 2024Article
- Income inequality and healthcare utilization of the older adults-based on a study in three provinces and six cities in China.Frontiers in public health · 2024Article
- Healthcare services efficiency and its intrinsic drivers in China: based on the three-stage super-efficiency SBM model.BMC health services research · 2023Article
- Examining the interconnectedness of green finance: an analysis of dynamic spillover effects among green bonds, renewable energy, and carbon markets.Environmental science and pollution research international · 2023Article
- The Protective Nature of Gold During Times of Oil Price Volatility: An Analysis of the COVID-19 Pandemic.The extractive industries and society · 2023Article
- Estimating the efficiency of primary health care services and its determinants: evidence from provincial panel data in China.Frontiers in public health · 2023Article
- Measuring Technical Efficiency and Productivity of Secondary Maternal and Child Health Hospitals in Hubei, China: Some Evidences from Hubei Province of China 2019 to 2021.Inquiry : a journal of medical care organization, provision and financingArticle
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3 authors.
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Abstract
Pediatrics is an integral part of public health services. With the impact of the epidemic and the high-quality transformation of China's development, the contradiction in the supply of pediatric public services has become more prominent. Scientific evaluation of the efficiency and quality of pediatric services, clarifying the redundancy of pediatric input resources and adjusting the construction of pediatric services with the help of influencing factors have become important research topics. This paper uses the three-stage SBM-DEA model to summarize the efficiency of China's pediatric services using panel data from 31 provinces and cities in 2008-2019, taking into account undesired outputs such as doctor-patient disputes. Among them, the evaluation system focuses on the role of financial, capital, and other factors, and the Tobit regression model is used to clarify the degree of influence of various factors. The study found that (1) China's pediatric service supply has the characteristics of geographic heterogeneity. (2) The redundancy of various resource inputs is apparent, and the supporting capacity of financial capital is not significant. (3) The economic, technological, and professional environment helps to digest the redundancy of inputs. (4) Capital, urbanization, education development, and birth rate increase under financial operation will promote the increase of the efficiency of pediatric public services.
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