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

Hao Wang MD, PhD, Nethra Sambamoorthi PhD, Richard D. Robinson MD, Heidi Knowles MD, Jessica J. Kirby DO, Amy F. Ho MD, Trevor Takami MD, Usha Sambamoorthi PhD
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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, p < 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.

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不同种族和族裔人群在急诊室平均等候时间差异的原因:线性分解法
目标 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/拉丁美洲人(Hispanic/Latino)患者在急诊科(ED)等待医生接诊的时间更长。我们采用线性分解法调查了导致非西班牙裔黑人和西班牙裔病人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 年期间在一家三级医院急诊室就诊的患者。通过多变量线性回归计算了NHW、NHB和西班牙裔患者的中位等待时间。使用布林德-瓦哈卡后线性分解模型分析了人口、临床和医院因素对三组平均等待时间差异的解释程度。 结果 患者总数为 310,253 人,其中包括 34.7% 的 NHW 患者、34.7% 的 NHB 患者和 30.6% 的西班牙裔患者。新罕布什尔人等待时间的中位数为 9 分钟(四分位数间距 [IQR] 4-47 分钟),新罕布什尔人等待时间的中位数为 13 分钟(四分位数间距 [IQR] 4-59 分钟),西班牙裔等待时间的中位数为 19 分钟(四分位数间距 [IQR] 5-78 分钟,p <0.001)。造成平均等待时间差异的前两个因素是到达方式和分诊严重程度。后线性分解分析表明,72.96% 的 NHB-NHW 和 87.77% 的西语裔-NHW 平均等待时间差异是由分析变量解释的。 结论 与 NHW 患者相比,NHB 和西语裔患者的急诊室等待时间通常更长,这主要是受他们的到达方式和分诊严重程度的影响。尽管存在这些公认的因素,但仍有 12%-27% 的因素无法解释,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,这些因素尚待发现。
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