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中国全国范围内的 1 公里尺度的医院出行时间和医院可达性地图。

National-scale 1-km maps of hospital travel time and hospital accessibility in China.

机构信息

Shenzhen Key Laboratory of Spatial Smart Sensing and Service, Guangdong Key Laboratory of Urban Informatics, Ministry of Natural Resources (MNR) Key Laboratory for Geo-Environmental Monitoring of Great Bay Area, Shenzhen University, Shenzhen, 518000, China.

College of Civil and Transportation Engineering, Shenzhen University, Shenzhen, 518000, China.

出版信息

Sci Data. 2024 Oct 15;11(1):1130. doi: 10.1038/s41597-024-03981-y.

Abstract

Ensuring equitable access to health services is crucial for public welfare and social equity, and is a key objective of the United Nations' Sustainable Development Goals (SDGs). However, existing datasets often define hospital accessibility using travel time to hospitals in geographic dimension only, without considering the supply (hospital capacity) and demand (population distribution) dynamics. To overcome this limitation, we developed and validated a national-scale 1 km map of both hospital travel time and hospital accessibility in China. We used the Gaussian two-step floating catchment area (Ga2SFCA) model to calculate hospital accessibility, incorporating hospital capacity and service population. Various file types and statistical indicators are provided, making the dataset highly accessible for non-specialists. The dataset fills the gap in publicly available nationwide hospital accessibility data for China and can serve as a critical tool in optimizing resource allocation and developing targeted strategies to improve healthcare equity.

摘要

确保公平获得医疗服务对于公共福利和社会公平至关重要,也是联合国可持续发展目标(SDGs)的一个关键目标。然而,现有的数据集通常仅在地理维度上使用到医院的旅行时间来定义医院可达性,而没有考虑供应(医院容量)和需求(人口分布)动态。为了克服这一限制,我们开发并验证了中国全国范围内的 1 公里医院旅行时间和医院可达性的 1 公里地图。我们使用高斯两步浮动集水面积(Ga2SFCA)模型来计算医院可达性,纳入了医院容量和服务人口。提供了各种文件类型和统计指标,使非专业人员也能轻松访问该数据集。该数据集填补了中国全国范围内可公开获得的医院可达性数据的空白,可作为优化资源配置和制定有针对性的战略以改善医疗保健公平性的重要工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d78f/11480330/734290676742/41597_2024_3981_Fig1_HTML.jpg

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