Joint spatiotemporal evaluation of multiple healthcare resources: hospitals, hospital beds and physicians across 365 Chinese cities over 22 years
We proposed a joint spatiotemporal evaluation framework to quantify both common and differentiated allocation patterns and driving factors across multiple healthcare resource indicators, highlighting the necessity for type-specific, temporally responsive, and spatially adaptive interventions to support dynamic monitoring and precise regulation of regional healthcare resource allocation globally.
Authors
- Xiang Yan (ORCID: https://orcid.org/0000-0003-4563-3197)
- Kaiwei Lin
- Yaqian He (ORCID: https://orcid.org/0000-0002-8131-1649)
- Mingyu Xie (ORCID: https://orcid.org/0000-0002-5308-0732)
- Xiangdong Tang (ORCID: https://orcid.org/0000-0001-6876-3328)
- Jay Pan (ORCID: https://orcid.org/0000-0001-9501-1535)
- Chao Song (ORCID: https://orcid.org/0000-0003-2099-755X)
- Xin Qi (ORCID: https://orcid.org/0000-0002-7364-3109)
- Xiuli Wang (ORCID: https://orcid.org/0000-0001-8550-0941)
- Yumeng Zhang (ORCID: https://orcid.org/0000-0002-3194-347X)
- Yuanyuan Zhu (ORCID: https://orcid.org/0000-0003-4447-266X)
- Yaling Luo
- L. Liao
- Zhangying Tang
Institutions
- Southwest Petroleum University (CN)
- West China Medical Center of Sichuan University (CN)
- China Railway Corporation (CN)
- Key Laboratory of Guangdong Province (CN)
- State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation (CN)
- Indiana University Bloomington (US)
- China Railway Group (China) (CN)
- Rural Development Institute (CN)
- Beijing University of Civil Engineering and Architecture (CN)
- University of Arkansas at Fayetteville (US)
- Xi'an Jiaotong University (CN)
Publication Details
- Journal
- Frontiers in Public Health
- Published
- 2025-09-12
- DOI
- https://doi.org/10.3389/fpubh.2025.1642295
- Citations
- 1
- Primary Topic
- Global Health Care Issues
- Type
- article
- Field-Weighted Citation Impact
- 2.82