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在 Medicare 受益人群中,左心室辅助装置植入术后的使用和结局存在种族和性别不平等。

Racial and Sex Inequities in the Use of and Outcomes After Left Ventricular Assist Device Implantation Among Medicare Beneficiaries.

机构信息

University of Michigan, Division of Cardiovascular Disease, Ann Arbor.

University of Notre Dame, Mendoza College of Business, Department of IT Analytics and Operations, Notre Dame, Indiana.

出版信息

JAMA Netw Open. 2022 Jul 1;5(7):e2223080. doi: 10.1001/jamanetworkopen.2022.23080.

Abstract

IMPORTANCE

While left ventricular assist devices (LVADs) increase survival for patients with advanced heart failure (HF), racial and sex access and outcome inequities remain and are poorly understood.

OBJECTIVES

To assess risk-adjusted inequities in access and outcomes for both Black and female patients and to examine heterogeneity in treatment decisions among patients for whom clinician discretion has a more prominent role.

DESIGN, SETTING, AND PARTICIPANTS: This retrospective cohort study of 12 310 Medicare beneficiaries used 100% Medicare Fee-for-Service administrative claims. Included patients had been admitted for heart failure from 2008 to 2014. Data were collected from July 2007 to December 2015 and analyzed from August 23, 2020, to May 15, 2022.

EXPOSURES

Beneficiary race and sex.

MAIN OUTCOMES AND MEASURES

The propensity for LVAD implantation was based on clinical risk factors from the 6 months preceding HF admission using XGBoost and the synthetic minority oversampling technique. Beneficiaries with a 5% or greater probability of receiving an LVAD were included. Logistic regression models were estimated to measure associations of race and sex with LVAD receipt adjusting for clinical characteristics and social determinants of health (eg, distance from LVAD center, Medicare low-income subsidy, neighborhood deprivation). Next, 1-year mortality after LVAD was examined.

RESULTS

The analytic sample included 12 310 beneficiaries, of whom 22.9% (n = 2819) were Black and 23.7% (n = 2920) were women. In multivariable models, Black beneficiaries were 3.0% (0.2% to 5.8%) less likely to receive LVAD than White beneficiaries, and women were 7.9% (5.6% to 10.2%) less likely to receive LVAD than men. Individual poverty and worse neighborhood deprivation were associated with reduced use, 2.9% (0.4% to 5.3%) and 6.7% (2.9% to 10.5%), respectively, but these measures did little to explain observed disparities. The racial disparity was concentrated among patients with a low propensity score (propensity score <0.52). One-year survival by race and sex were similar on average, but Black patients with a low propensity score experienced improved survival (7.2% [95% CI, 0.9% to 13.5%]).

CONCLUSIONS AND RELEVANCE

In this cohort study of Medicare beneficiaries hospitalized for HF, disparities in LVAD use by race and sex existed and were not explained by clinical characteristics or social determinants of health. The treatment and post-LVAD survival by race were equivalent among the most obvious LVAD candidates. However, there was differential use and outcomes among less clear-cut LVAD candidates, with lower use but improved survival among Black patients. Inequity in LVAD access may have resulted from differences in clinician decision-making because of systemic racism and discrimination, implicit bias, or patient preference.

摘要

重要性

尽管左心室辅助装置(LVAD)提高了晚期心力衰竭(HF)患者的生存率,但仍存在种族和性别获得和结果的不平等,且这方面的理解还很不足。

目的

评估黑人患者和女性患者在获得和结果方面的风险调整后不平等,并检查在临床医生决策裁量权发挥更突出作用的患者中治疗决策的异质性。

设计、设置和参与者:这项回顾性队列研究纳入了 12310 名使用 100%医疗保险费用服务管理索赔的医疗保险受益人的数据。纳入的患者曾因心力衰竭于 2008 年至 2014 年入院。数据收集于 2007 年 7 月至 2015 年 12 月,分析于 2020 年 8 月 23 日至 2022 年 5 月 15 日进行。

暴露因素

受益人的种族和性别。

主要结局和措施

LVAD 植入的可能性基于 HF 入院前 6 个月的临床风险因素,使用 XGBoost 和合成少数群体过采样技术。纳入 5%或更高概率接受 LVAD 的患者。使用逻辑回归模型估计种族和性别与 LVAD 接受的关联,调整临床特征和健康的社会决定因素(例如,LVAD 中心的距离、医疗保险低收入补贴、社区贫困程度)。然后,检查 LVAD 后 1 年的死亡率。

结果

分析样本包括 12310 名受益人的数据,其中 22.9%(n=2819)为黑人,23.7%(n=2920)为女性。在多变量模型中,黑人受益人的 LVAD 接受率比白人受益人的 LVAD 接受率低 3.0%(0.2%至 5.8%),女性受益人的 LVAD 接受率比男性受益人的 LVAD 接受率低 7.9%(5.6%至 10.2%)。个人贫困和更差的社区贫困程度分别与 LVAD 使用率降低相关,降低幅度分别为 2.9%(0.4%至 5.3%)和 6.7%(2.9%至 10.5%),但这些措施几乎没有解释观察到的差异。种族差异集中在低倾向评分(倾向评分<0.52)的患者中。种族和性别的平均 1 年生存率相似,但低倾向评分的黑人患者的生存率有所提高(7.2%[95%CI,0.9%至 13.5%])。

结论和相关性

在这项对因 HF 住院的医疗保险受益人的队列研究中,LVAD 使用方面存在种族和性别差异,且这些差异不能用临床特征或健康的社会决定因素来解释。在最明显的 LVAD 候选人群中,种族和 LVAD 治疗后的生存率是一致的。然而,在不太明确的 LVAD 候选人群中,LVAD 的使用和结果存在差异,黑人患者的使用率较低,但生存率提高。LVAD 获得的不平等可能是由于临床医生决策中存在系统性种族主义和歧视、隐性偏见或患者偏好等原因造成的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d085/9331085/9f950e37e34b/jamanetwopen-e2223080-g001.jpg

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