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利用电子健康数据调查儿科脓毒症的种族和社会经济特征。

Investigating Racial and Socioeconomic Characteristics in Pediatric Sepsis Using Electronic Health Data.

机构信息

Department of Anesthesiology and Critical Care Medicine.

Pediatric Sepsis Program.

出版信息

Hosp Pediatr. 2023 Feb 1;13(2):138-146. doi: 10.1542/hpeds.2022-006752.

Abstract

BACKGROUND AND OBJECTIVES

Racial/ethnic and socioeconomic disparities are reported in sepsis, with increased mortality for minority and low socioeconomic status groups; however, these studies rely on billing codes that are imprecise in identifying sepsis. Using a previously validated algorithm to detect pediatric sepsis using electronic clinical data, we hypothesized that racial/ethnic and socioeconomic status disparities would be evident in this group.

METHODS

We performed a retrospective study from a large, quaternary academic center, including sepsis episodes from January 20, 2011, to May 20, 2021, identified by an algorithm indicative of bacterial infection with organ dysfunction (cardiac, respiratory, renal, or hematologic). Multivariable logistic regression was used to measure association of race/ethnicity, insurance status, and social disorganization index, with the primary outcome of mortality, adjusting for age, sex, complex chronic conditions, organ dysfunction on day 1, source of admission, and time to hospital. Secondary outcomes were ICU admission, readmission, organ dysfunction-free days, and sepsis therapies.

RESULTS

Among 4532 patient episodes, the mortality rate was 9.7%. There was no difference in adjusted odds of mortality on the basis of race/ethnicity, insurance status, or social disorganization. There was no significant association between our predictors and ICU admission. Hispanic patients and publicly insured patients were more likely to be readmitted within 1 year (Hispanic odds ratio 1.28 [1.06-1.5]; public odds ratio 1.19 [1.05-1.35]).

CONCLUSIONS

Previously described disparities were not observed when using electronic clinical data to identify sepsis; however, data were only single center. There were significantly higher readmissions in patients who were publicly insured or identified as Hispanic or Latino, which require further investigation.

摘要

背景和目的

据报道,在脓毒症中存在种族/民族和社会经济差异,少数族裔和社会经济地位较低的群体的死亡率更高;然而,这些研究依赖于不准确的计费代码来识别脓毒症。使用先前验证的算法通过电子临床数据检测儿科脓毒症,我们假设在该组中会出现种族/民族和社会经济地位的差异。

方法

我们进行了一项来自大型四级学术中心的回顾性研究,包括 2011 年 1 月 20 日至 2021 年 5 月 20 日期间通过算法识别的脓毒症发作,该算法表明存在细菌感染伴器官功能障碍(心脏、呼吸、肾脏或血液)。多变量逻辑回归用于衡量种族/民族、保险状况和社会混乱指数与死亡率的主要结局的关联,调整年龄、性别、复杂慢性疾病、第 1 天的器官功能障碍、入院来源和入院时间。次要结局为 ICU 入院、再入院、无器官功能障碍天数和脓毒症治疗。

结果

在 4532 例患者中,死亡率为 9.7%。种族/民族、保险状况或社会混乱程度对死亡率的调整后比值无差异。我们的预测因子与 ICU 入院之间没有显著关联。西班牙裔患者和公共保险患者在 1 年内更有可能再次入院(西班牙裔比值比 1.28[1.06-1.5];公共比值比 1.19[1.05-1.35])。

结论

当使用电子临床数据识别脓毒症时,未观察到先前描述的差异;然而,数据仅为单中心。公共保险或被认定为西班牙裔或拉丁裔的患者的再入院率明显较高,这需要进一步调查。

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