Bai Jiayuan, Lu Wei
School of Architecture and Art, Dalian University of Technology, Dalian, China.
Front Public Health. 2023 Sep 7;11:1207098. doi: 10.3389/fpubh.2023.1207098. eCollection 2023.
As China has rapidly evolved into an aging society, the Chinese government has developed a community-oriented primary healthcare system to vigorously expedite the transfer of primary health care (PHC) from higher-level hospitals to community health centers (CHCs). However, current planning standards for CHCs have not considered the heterogeneity of older adults in supply-demand services, such that the areas with severe aging may comprise of underestimated levels of accessibility.
This study focuses on the gap in PHC access between planning assessment and actual utilization for older adults. We conducted an empirical study in the city area of Dalian based on the check-in and survey data from CHCs during the COVID-19 pandemic. A comparison model was built to calculate matching probability using a modified Gaussian Two-Step Floating Catchment Area (G2SFCA) method.
As indicated by the results, the communities in the primary healthcare shortage area (PHCSA) increased 6.8% by considering the heterogeneity of older adults; these communities with underserved PHC were ignored by the current planning assessment. Based on the comparison of actual and theoretical accessibility for older adults, we found that the average matching probability was about 76.6%, which means approximately a quarter of older adults have been misestimated the accessibility of PHC.
Further analysis for the older adults with mismatched accessibility showed two causes of the gap, one is the lack of connection between the spatial distribution of facilities and the allocation of service supply, and the other is the subjective cross-catchment visit to CHCs for older adults.
随着中国迅速步入老龄化社会,中国政府已建立了以社区为导向的基层医疗体系,大力加快将初级卫生保健从上级医院转移至社区卫生服务中心(CHC)。然而,目前CHC的规划标准未考虑老年人供需服务的异质性,以至于老龄化严重地区的可及性水平可能被低估。
本研究聚焦于老年人初级卫生保健可及性在规划评估与实际利用之间的差距。我们基于新冠疫情期间CHC的签到和调查数据,在大连市区开展了一项实证研究。使用改进的高斯两步浮动集水区(G2SFCA)方法构建比较模型来计算匹配概率。
结果表明,考虑到老年人的异质性,初级卫生保健短缺地区(PHCSA)的社区增加了6.8%;这些初级卫生保健服务不足的社区被当前的规划评估所忽视。通过对老年人实际可及性与理论可及性的比较,我们发现平均匹配概率约为76.6%,这意味着约四分之一的老年人的初级卫生保健可及性被错误估计。
对可及性不匹配的老年人的进一步分析显示了差距的两个原因,一是设施的空间分布与服务供给分配之间缺乏联系,二是老年人对CHC的主观跨集水区就诊。