Suppr超能文献

急诊科就诊与健康社会决定因素的地理空间差异:来自南卡罗来纳州的试点研究。

Emergency department use and geospatial variation in social determinants of health: a pilot study from South Carolina.

机构信息

Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, 915 Greene St., Columbia, SC, 29208, USA.

Department of Health Promotion, Education and Behavior, Arnold School of Public Health, University of South Carolina, Columbia, SC, 29208, USA.

出版信息

BMC Public Health. 2023 Aug 11;23(1):1527. doi: 10.1186/s12889-023-16136-2.

Abstract

BACKGROUND

Health systems are increasingly addressing patients' social determinants of health (SDoH)-related needs and investigating their effects on health resource use. SDoH needs vary geographically; however, little is known about how this geographic variation in SDoH needs impacts the relationship between SDoH needs and health resource use.

METHODS

This study uses data from a SDoH survey administered to a pilot patient population in a single health system and the electronic medical records of the surveyed patients to determine if the impact of SDoH needs on emergency department use varies geospatially at the US Census block group level. A Bayesian zero-inflated negative binomial model was used to determine if emergency department visits after SDoH screening varied across block groups. Additionally, the relationships between the number of emergency department visits and the response to each SDoH screening question was assessed using Bayesian negative binomial hurdle models with spatially varying coefficients following a conditional autoregressive (CAR) model at the census block group level.

RESULTS

Statistically important differences in emergency department visits after screening were found between block groups. Statistically important spatial variation was found in the association between patient responses to the questions concerning unhealthy home environments (e.g. mold, bugs/rodents, not enough air conditioning/heat) or domestic violence/abuse and the mean number of emergency department visits after the screen.

CONCLUSIONS

Notable spatial variation was found in the relationships between screening positive for unhealthy home environments or domestic violence/abuse and emergency department use. Despite the limitation of a relatively small sample size, sensitivity analyses suggest spatially varying relationships between other SDoH-related needs and emergency department use.

摘要

背景

医疗系统越来越关注患者的健康社会决定因素(SDoH)相关需求,并研究其对卫生资源利用的影响。SDoH 需求在地理上存在差异;然而,对于 SDoH 需求的这种地理差异如何影响 SDoH 需求与卫生资源利用之间的关系,知之甚少。

方法

本研究使用了在单个医疗系统中对试点患者人群进行的 SDoH 调查数据和被调查患者的电子病历,以确定 SDoH 需求对急诊科使用的影响是否在以美国人口普查块组为单位的地理空间上存在差异。采用贝叶斯零膨胀负二项模型来确定 SDoH 筛查后急诊科就诊是否在块组之间存在差异。此外,使用具有空间变化系数的贝叶斯负二项式障碍模型,在以人口普查块组为单位的条件自回归(CAR)模型的基础上,评估急诊科就诊次数与对每个 SDoH 筛查问题的反应之间的关系。

结果

在筛查后急诊科就诊之间发现了块组之间具有统计学意义的差异。在患者对有关不健康家庭环境(例如霉菌、虫子/老鼠、空调/暖气不足)或家庭暴力/虐待问题的回答与筛查后急诊就诊次数之间的关联方面,发现了具有统计学意义的空间变化。

结论

在筛查出不健康家庭环境或家庭暴力/虐待呈阳性与急诊科就诊之间的关系方面,存在显著的空间差异。尽管样本量相对较小,但敏感性分析表明,其他 SDoH 相关需求与急诊科就诊之间存在空间变化的关系。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d9bb/10416539/224045d9874a/12889_2023_16136_Fig1_HTML.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验