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不同种族和族裔人群在急诊科平均等待时间的差异该如何解释:一种线性分解方法。

What explains differences in average wait time in the emergency department among different racial and ethnic populations: A linear decomposition approach.

作者信息

Wang Hao, Sambamoorthi Nethra, Robinson Richard D, Knowles Heidi, Kirby Jessica J, Ho Amy F, Takami Trevor, Sambamoorthi Usha

机构信息

Department of Emergency Medicine John Peter Smith Health Network Fort Worth Texas USA.

CRM Portals LLC Fort Worth Texas USA.

出版信息

J Am Coll Emerg Physicians Open. 2024 Sep 11;5(5):e13293. doi: 10.1002/emp2.13293. eCollection 2024 Oct.

Abstract

OBJECTIVE

Non-Hispanic Black (NHB) and Hispanic/Latino (Hispanic) patients wait longer in the emergency department (ED) to see practitioners when compared with non-Hispanic White (NHW) patients. We investigate factors contributing to longer wait times for NHB and Hispanic patients using a linear decomposition approach.

METHODS

This retrospective observational study included patients presenting to one tertiary hospital ED from 2019 to 2021. Median wait times among NHW, NHB, and Hispanic were calculated with multivariable linear regressions. The extent to which demographic, clinical, and hospital factors explained the differences in average wait time among the three groups were analyzed with Blinder‒Oaxaca post-linear decomposition model.

RESULTS

There were 310,253 total patients including 34.7% of NHW, 34.7% of NHB, and 30.6% of Hispanic patients. The median wait time in NHW was 9 min (interquartile range [IQR] 4‒47 min), in NHB was 13 min (IQR 4‒59 min), and in Hispanic was 19 min (IQR 5‒78 min,  < 0.001). The top two contributors of average wait time difference were mode of arrival and triage acuity level. Post-linear decomposition analysis showed that 72.96% of the NHB‒NHW and 87.77% of the Hispanic‒NHW average wait time difference were explained by variables analyzed.

CONCLUSION

Compared to NHW patients, NHB and Hispanic patients typically experience longer ED wait times, primarily influenced by their mode of arrival and triaged acuity levels. Despite these recognized factors, there remains 12%‒27% unexplained factors at work, such as social determinants of health (including implicit bias and systemic racism) and many other unmeasured confounders, yet to be discovered.

摘要

目的

与非西班牙裔白人(NHW)患者相比,非西班牙裔黑人(NHB)和西班牙裔/拉丁裔(Hispanic)患者在急诊科(ED)等待看医生的时间更长。我们使用线性分解方法研究导致NHB和西班牙裔患者等待时间更长的因素。

方法

这项回顾性观察研究纳入了2019年至2021年到一家三级医院急诊科就诊的患者。通过多变量线性回归计算NHW、NHB和西班牙裔患者的中位等待时间。使用布林德-奥瓦萨线性分解模型分析人口统计学、临床和医院因素对三组患者平均等待时间差异的解释程度。

结果

共有310253名患者,其中NHW患者占34.7%,NHB患者占34.7%,西班牙裔患者占30.6%。NHW患者的中位等待时间为9分钟(四分位间距[IQR]4-47分钟),NHB患者为13分钟(IQR 4-59分钟),西班牙裔患者为19分钟(IQR 5-78分钟,<0.001)。平均等待时间差异的前两大因素是到达方式和分诊 acuity 水平。线性分解分析表明,分析的变量解释了NHB-NHW平均等待时间差异的72.96%和西班牙裔-NHW平均等待时间差异的87.77%。

结论

与NHW患者相比,NHB和西班牙裔患者在急诊科的等待时间通常更长,主要受其到达方式和分诊 acuity 水平的影响。尽管存在这些已知因素,但仍有12%-27%的因素无法解释,例如健康的社会决定因素(包括隐性偏见和系统性种族主义)以及许多其他未测量的混杂因素,有待发现。

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