ArticleHealthcare (Basel, Switzerland)2021
Research on Urban Medical and Health Services Efficiency and Its Spatial Correlation in China: Based on Panel Data of 13 Cities in Jiangsu Province.
Article in Healthcare (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
15 citing papers in PubMed.
- Study on regional disparities and influencing factors of public health service supply in China from the perspective of fairness.BMC health services research · 2025Article
- Equity and Efficiency of Medical Resource Allocation in National Central Cities, China.Risk management and healthcare policy · 2025Article
- 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
- Spatiotemporal dynamics and determinants of medical service efficiency in China.BMC health services research · 2024Article
- Unveiling spatial disparities in basic medical and health services: insights from China's provincial analysis.BMC health services research · 2024Article
- Will urban scale affect health services inequity? The empirical evidence from cities in China.Frontiers in public health · 2024Article
- Equity and trends in general practitioners' allocation in China: based on ten years of data from 2012 to 2021.Human resources for health · 2023Article
- A study of primary health care service efficiency and its spatial correlation in China.BMC health services research · 2023Article
- Health Informatics: The Foundations of Public Health.Healthcare (Basel, Switzerland) · 2023Article
- Temporal-Spatial Evolution and Trend Prediction of the Supply Efficiency of Primary Medical Health Service-An Empirical Study Based on Central and Western Regions of China.International journal of environmental research and public health · 2023Article
- Spatial coupling relationship between older adults and elderly care resources in the Yangtze River Delta.PloS one · 2023Article
- Estimating the efficiency of primary health care services and its determinants: evidence from provincial panel data in China.Frontiers in public health · 2023Article
- Levels, trends, and determinants of effectiveness on the hierarchical medical system in China: Data envelopment analysis and bootstrapping truncated regression analysis.Frontiers in public health · 2022Article
- Analysis of Coupling Coordination Degree between Big Health Industry and Pension Service.Journal of healthcare engineering · 2022Article
- Impact of the development of information society on healthcare efficiency: Empirical evidence from 31 Chinese provinces.Digital healthArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
The improvement of the efficiency of medical and health services is of great significance for improving the high-quality and efficient medical and health services system and meeting the increasingly diverse health needs of residents. Based on the panel data of 13 cities in Jiangsu Province, this research analyzed the relative effectiveness of medical and health services from 2015 to 2019 using the super efficiency slack-based measure-data envelopment analysis model, and the Malmquist index method was used to explore the changes in the efficiency of medical and health services from a dynamic perspective. Furthermore, the spatial autocorrelation analysis method was used to verify the spatial correlation of medical and health services efficiency. In general, there is room for improvement in the efficiency of medical and health services in 13 cities in Jiangsu Province. There are obvious differences in regional efficiency, and there is a certain spatial correlation. In the future, the medical and health services efficiency of China's cities should be improved by increasing the investment in high-quality medical and health resources, optimizing their layout and making full use of the spatial spillover effects between neighboring cities to strengthen inter-regional cooperation and exchanges.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.