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在多水平建模中考虑社会经济因素时,种族并不会影响脓毒症的结局。

Race Does Not Impact Sepsis Outcomes When Considering Socioeconomic Factors in Multilevel Modeling.

机构信息

Division of Infectious Diseases, Washington University School of Medicine, St. Louis, MO.

Department of Pharmacy Practice, University of Health Sciences and Pharmacy, St. Louis, MO.

出版信息

Crit Care Med. 2022 Mar 1;50(3):410-417. doi: 10.1097/CCM.0000000000005217.

Abstract

OBJECTIVES

To determine whether race is a major determinant of sepsis outcomes when controlling for socioeconomic factors.

DESIGN

Retrospective cohort study.

SETTING

Barnes-Jewish Hospital a 1,350 bed academic medical center.

PATIENTS

Eleven-thousand four-hundred thirty-two patients hospitalized between January 2010 and April 2017 with sepsis and septic shock.

INTERVENTIONS

Multilevel random effects modeling was employed whereby patients were nested within ZIP codes. Individual patient characteristics and socioeconomic variables aggregated at the ZIP code level (education, employment status, income, poverty level, access to healthcare) were included in the model.

MEASUREMENTS AND MAIN RESULTS

In hospital mortality, length of stay, need for vasopressors, and mechanical ventilation were the main endpoints. Black patients had more comorbidities than White patients except for cirrhosis and malignancy. In unadjusted comparisons, White individuals were more likely to require mechanical ventilation and had higher mortality rates and longer hospital stays for both low- and high-income groups. When nesting within ZIP codes and accounting for socioeconomic variables, race did not have a significant effect on mortality. Non-White races had lower odds ratio for mechanical ventilation.

CONCLUSIONS

Our study demonstrates that race is not an independent risk factor for sepsis mortality, as well as sepsis-related length of stay. We should expand our inquiry into determinants of sepsis outcomes by including socioeconomic variables.

摘要

目的

在控制社会经济因素的情况下,确定种族是否是脓毒症结局的主要决定因素。

设计

回顾性队列研究。

地点

巴恩斯-犹太医院,一家拥有 1350 张床位的学术医疗中心。

患者

2010 年 1 月至 2017 年 4 月间患有脓毒症和感染性休克的 11432 名患者。

干预措施

采用多层次随机效应模型,将患者嵌套在邮政编码内。模型中包含个体患者特征和邮政编码层面的社会经济变量(教育、就业状况、收入、贫困水平、获得医疗保健的机会)。

测量和主要结果

住院死亡率、住院时间、需要升压药和机械通气是主要终点。除了肝硬化和恶性肿瘤外,黑人患者比白人患者有更多的合并症。在未经调整的比较中,白人患者更有可能需要机械通气,并且在低收入和高收入群体中,死亡率更高,住院时间更长。在嵌套邮政编码并考虑社会经济变量的情况下,种族对死亡率没有显著影响。非白种人群接受机械通气的可能性较低。

结论

我们的研究表明,种族不是脓毒症死亡率以及与脓毒症相关的住院时间的独立危险因素。我们应该通过纳入社会经济变量来扩展我们对脓毒症结局决定因素的探究。

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