Evaluating equitable care in the ICU:Creating a causal inference template to assess the impact of life-sustaining interventions across racial and ethnic groups

IF 2.4 4区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS
Tristan Struja MD MSc MPH , João Matos MSc , Barbara Lam MD , Yiren Cao , Xiaoli Liu PhD , Ziyue Chan , Yugang Jia PhD MPH , Christopher M. Sauer MD MPH PhD , Helen D'Couto MD , Irene Dankwa-Mullan MD MPH , Leo Anthony Celi MD MS MPH , Andre Kurepa Waschka PhD
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Abstract

Background

Variability in the provision of intensive care unit (ICU)-interventions may lead to disparities between socially defined racial-ethnic groups.

Objectives

We aimed to study the use of invasive mechanical ventilation (IMV), renal replacement therapy (RRT), and vasopressor agents (VP) to identify disparities in outcomes across race-ethnicity in patients with sepsis.

Methods

Retrospective analysis of treatment effect with a target trial design with treatment assignment within the first 24 h in MIMIC-IV (2008–2019) using targeted maximum likelihood estimation. Of 76,943 ICU stays in MIMIC-IV, 32,971 adult stays fulfilled sepsis-3 criteria. Primary outcome was in-hospital mortality. Secondary outcomes were hospital-free days, and occurrence of nosocomial infection stratified by predicted mortality probability and self-reported race-ethnicity. Average treatment effects by treatment type and race-ethnicity, Racial-ethnic group (REG) or White group (WG), were estimated.

Results

Of 19,419 admissions that met inclusion criteria, median age was 68 years, 57.4 % were women, 82 % were White, and mortality was 18.2 %. There was no difference in mortality benefit associated with the administration of IMV, RRT, or VP between the REG and the WG. There was also no difference in hospital-free days or nosocomial infections. These findings are unchanged with different eligibility periods.

Conclusion

There were no differences in the treatment outcomes from three life-sustaining interventions in the ICU according to race-ethnicity. While there was no discernable harm from the treatments across mortality risk, on average there was also no measurable benefit. These findings highlight the need for research to better understand the risk-benefit ratio of interventions in the ICU.
评估ICU的公平护理:创建一个因果推理模板,以评估跨种族和族裔群体维持生命干预措施的影响
背景:提供重症监护病房(ICU)干预措施的可变性可能导致社会定义的种族-民族群体之间的差异。目的研究有创机械通气(IMV)、肾脏替代疗法(RRT)和血管加压药物(VP)的使用情况,以确定脓毒症患者不同种族结局的差异。方法采用目标最大似然估计方法,采用目标试验设计,在MIMIC-IV(2008-2019)的前24 h内进行治疗分配,对治疗效果进行回顾性分析。在MIMIC-IV的76,943例ICU住院中,32,971例成人住院符合败血症-3标准。主要终点是住院死亡率。次要结局是无住院天数,医院感染发生率根据预测死亡率和自我报告的种族分层。按治疗类型和种族,种族-民族组(REG)或白种人组(WG)估计平均治疗效果。结果符合纳入标准的19419例入院患者中,中位年龄为68岁,女性为57.4%,白人为82%,死亡率为18.2%。在regg和WG之间,与IMV、RRT或VP管理相关的死亡率获益没有差异。在无住院天数和医院感染方面也没有差异。这些结果在不同的资格期没有变化。结论ICU三种生命维持干预措施的治疗效果无种族差异。虽然这些治疗在死亡率风险方面没有明显的危害,但平均而言也没有可衡量的益处。这些发现强调需要进行研究,以更好地了解ICU干预措施的风险-收益比。
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来源期刊
Heart & Lung
Heart & Lung 医学-呼吸系统
CiteScore
4.60
自引率
3.60%
发文量
184
审稿时长
35 days
期刊介绍: Heart & Lung: The Journal of Cardiopulmonary and Acute Care, the official publication of The American Association of Heart Failure Nurses, presents original, peer-reviewed articles on techniques, advances, investigations, and observations related to the care of patients with acute and critical illness and patients with chronic cardiac or pulmonary disorders. The Journal''s acute care articles focus on the care of hospitalized patients, including those in the critical and acute care settings. Because most patients who are hospitalized in acute and critical care settings have chronic conditions, we are also interested in the chronically critically ill, the care of patients with chronic cardiopulmonary disorders, their rehabilitation, and disease prevention. The Journal''s heart failure articles focus on all aspects of the care of patients with this condition. Manuscripts that are relevant to populations across the human lifespan are welcome.
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