Lin Peter, Argon Nilay T, Cheng Qian, Evans Christopher S, Linthicum Benjamin, Liu Yufeng, Mehrotra Abhishek, Murphy Laura, Patel Mehul D, Ziya Serhan
Department of Statistics and Operations Research, University of North Carolina, Chapel Hill, NC, USA.
Information Services, ECU Health, Greenville, NC, USA.
Health Serv Insights. 2024 Sep 5;17:11786329241277724. doi: 10.1177/11786329241277724. eCollection 2024.
BACKGROUND/OBJECTIVES: The race-sex differences in emergency department (ED) disposition decisions have been reported widely. Our objective is to identify demographic and clinical subgroups for which this difference is most pronounced, which will facilitate future targeted research on potential disparities and interventions.
We performed a retrospective analysis of 93 987 White and African-American adults assigned an Emergency Severity Index of 3 at 3 large EDs from January 2019 to February 2020. Using random forests, we identified the Elixhauser comorbidity score, age, and insurance status as important variables to divide data into subpopulations. Logistic regression models were then fitted to test race-sex differences within each subpopulation while controlling for other patient characteristics and ED conditions.
In each subpopulation, African-American women were less likely to be admitted than White men with odds ratios as low as 0.304 (95% confidence interval (CI): [0.229, 0.404]). African-American men had smaller admission odds compared to White men in subpopulations of 41+ years of age or with very low/high Elixhauser scores, odds ratios being as low as 0.652 (CI: [0.590, 0.747]). White women were less likely to be admitted than White men in subpopulations of 18 to 40 or 41 to 64 years of age, with low Elixhauser scores, or with Self-Pay or Medicaid insurance status with odds ratios as low as 0.574 (CI: [0.421, 0.784]).
While differences in likelihood of admission were lessened by younger age for African-American men, and by older age, higher Elixhauser score, and Medicare or Commercial insurance for White women, they persisted in all subgroups for African-American women. In general, patients of age 64 years or younger, with low comorbidity scores, or with Medicaid or no insurance appeared most prone to potential disparities in admissions.
背景/目的:急诊科(ED)处置决策中的种族-性别差异已被广泛报道。我们的目标是确定这种差异最为明显的人口统计学和临床亚组,这将有助于未来针对潜在差异和干预措施开展有针对性的研究。
我们对2019年1月至2020年2月在3家大型急诊科被分配为急诊严重程度指数3级的93987名白人和非裔美国成年人进行了回顾性分析。使用随机森林,我们确定了埃利克斯豪泽合并症评分、年龄和保险状况作为将数据划分为亚人群的重要变量。然后拟合逻辑回归模型,在控制其他患者特征和急诊情况的同时,测试每个亚人群中的种族-性别差异。
在每个亚人群中,非裔美国女性入院的可能性低于白人男性,比值比低至0.304(95%置信区间(CI):[0.229, 0.404])。在41岁及以上或埃利克斯豪泽评分非常低/高的亚人群中,非裔美国男性与白人男性相比入院几率较小,比值比低至0.652(CI:[0.590, 0.747])。在18至40岁或41至64岁、埃利克斯豪泽评分低、或为自费或医疗补助保险状况的亚人群中,白人女性入院的可能性低于白人男性,比值比低至0.574(CI:[0.421, 0.784])。
虽然非裔美国男性年龄较小、白人女性年龄较大、埃利克斯豪泽评分较高以及拥有医疗保险或商业保险会降低入院可能性的差异,但非裔美国女性在所有亚组中这种差异仍然存在。一般来说,64岁及以下、合并症评分低、或为医疗补助或无保险的患者在入院方面似乎最容易出现潜在差异。