Spatial access to Emergency General Surgery (EGS) services and EGS bypass behaviours in California

IF 2.7 Q1 GEOGRAPHY Annals of GIS Pub Date : 2023-01-02 DOI:10.1080/19475683.2023.2165546
Jiuying Han, Neng Wan, Simon C. Brewer, M. McCrum
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Abstract

ABSTRACT Hospital bypass behaviours (i.e. people go to faraway hospitals instead of close ones) of Emergency General Surgery (EGS) patients may cause treatment delays and worsened health outcomes. This study aimed to find the associations between EGS bypass behaviours and spatial access to EGS services as well as other factors at the individual level and ZIP Code Tabulation Area (ZCTA) level in California. We used a gravity model to calculate spatial access to EGS services at the ZCTA level. A Bayesian hierarchical spatial model was used to access associated variables of EGS bypass while accounting for spatial autocorrelation. Results show that better spatial access to EGS hospitals was associated with lower likelihood of EGS bypass. Other factors such as rural–urban status, health insurance type and race/ethnicity were also related to EGS bypass behaviours. Besides, people with similar EGS bypass behaviours seemed to cluster together due to spatial effect. Our results have important implications for EGS resource allocation, utilization and EGS disparity alleviation.
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加州急诊普通外科(EGS)服务的空间获取和EGS旁路行为
急诊普通外科(EGS)患者的医院分流行为(即人们去遥远的医院而不是近的医院)可能导致治疗延误和健康状况恶化。本研究旨在发现加州EGS旁路行为与EGS服务空间可及性之间的关系,以及其他因素在个人水平和邮政编码制表区(ZCTA)水平。我们使用重力模型来计算ZCTA级别的EGS服务的空间访问。在考虑空间自相关的情况下,采用贝叶斯层次空间模型获取EGS旁路相关变量。结果表明,进入EGS医院的空间通道越好,EGS旁路的可能性越低。城乡状况、医疗保险类型和种族/民族等其他因素也与EGS旁路行为有关。此外,由于空间效应,具有相似EGS旁路行为的人群似乎聚集在一起。本文的研究结果对改善城乡结合部资源配置、利用和城乡结合部差距具有重要的指导意义。
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来源期刊
Annals of GIS
Annals of GIS Multiple-
CiteScore
8.30
自引率
2.00%
发文量
31
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