Stroke Severity Mediates the Association Between Socioeconomic Disadvantage and Poor Outcomes Among Patients With Acute Ischemic Stroke

Author:

Pan Alan P.1,Potter Thomas1,Bako Abdulaziz T.1,Tannous Jonika1,McCane Charles D.2,Garg Tanu234,Gadhia Rajan234,Misra Vivek234,Volpi John234,Chiu David234,Vahidy Farhaan S.1353ORCID

Affiliation:

1. Center for Health Data Science and Analytics Houston Methodist Houston TX

2. Department of Neurology Houston Methodist Houston TX

3. Department of Population Health Sciences Weill Cornell Medicine New York NY

4. Houston Methodist Academic Institute Houston Methodist Houston TX

5. Houston Methodist Neurological Institute Houston Methodist Houston TX

Abstract

Background Impact of mediating factors on the relationship between socioeconomic disadvantage and outcomes among patients with acute ischemic stroke has not been well characterized. Methods Data on patients with acute ischemic stroke were extracted from electronic medical records, and 90‐day modified Rankin scale (mRS) scores were collected as part of a prospective stroke registry. Exact patient addresses were geocoded and characterized using Area Deprivation Index (ADI) ranks. The 90‐day modified Rankin scale scores ≥3 were categorized as poor outcomes. Logistic regression models (adjusted for treatment with intravenous tissue plasminogen activator or intraarterial therapy, sociodemographics, and comorbidities) were fitted to compute adjusted odds ratios (aORs) and 95% CIs for total effect of high ADI on poor outcomes. In‐hospital mortality (versus survived) and unfavorable (versus favorable) discharge disposition were also evaluated as outcomes. Structural equation modeling was used to report the average causal mediation effects of stroke severity (National Institutes of Health Stroke Scale [NIHSS]) and treatment (intravenous tissue plasminogen activator or intraarterial therapy). Results Between May 2016 and December 2021, 13 641 patients with acute ischemic stroke (median age, 69 years; 50.1% women) were included. Among 3002 patients with functional outcomes data, a high ADI was significantly associated with poor 90‐day modified Rankin scale score (aOR, 1.16 [95% CI, 1.04–1.29]). Patients in higher ADI neighborhoods had increased odds of having higher NIHSS scores (aOR, 1.19 [95% CI, 1.07–1.32]). Likewise, a higher NIHSS score was associated with poor 90‐day modified Rankin scale score (aOR, 9.34 [95% CI, 7.64–11.5]). The effect of neighborhood disadvantage on poor 90‐day modified Rankin scale score was 59% mediated by NIHSS score (average causal mediation effects: P <0.001). NIHSS score also accounted for 93% of the pathway for unfavorable discharges. In‐hospital mortality was not associated with ADI, and treatment did not significantly mediate any outcomes. Conclusions Neighborhood disadvantage leads to unfavorable hospital discharges and worse 90‐day disability, mediated via stroke severity. Tracking social determinants of health may identify opportunities for reducing the onset of severe strokes and poor outcomes.

Publisher

Ovid Technologies (Wolters Kluwer Health)

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3