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利用因果贝叶斯网络评估以患者为中心的护理和心理社会因素对持久 HIV 病毒抑制的作用。

Using Causal Bayesian Networks to Assess the Role of Patient-Centered Care and Psychosocial Factors on Durable HIV Viral Suppression.

机构信息

Department of Epidemiology, Robert Stempel College of Public Health and Social Work, Florida International University, University Park, AHC 5, 11200 SW 8th Street, Miami, FL, 33199, USA.

Research Center for Minority Institutions, Florida International University, Miami, FL, USA.

出版信息

AIDS Behav. 2024 Jun;28(6):2113-2130. doi: 10.1007/s10461-024-04310-5. Epub 2024 Apr 4.

Abstract

We assessed the role of patient-centered care on durable viral suppression (i.e., all viral load test results < 200 copies per ml during 2019) by conducting a retrospective cohort study of clients medically case managed by the Miami-Dade County Ryan White Program (RWP). Summary measures of patient-centered care practices of RWP-affiliated providers were obtained from a survey of 1352 clients. Bayesian network models analyzed the complex relationship between psychosocial and patient-centered care factors. Of 5037 clients, 4135 (82.1%) had durable viral suppression. Household income was the factor most strongly associated with durable viral suppression. Further, mean healthcare relationship score and mean "provider knows patient as a person" score were both associated with durable viral suppression. Healthcare relationship score moderated the association between low household income and lack of durable viral suppression. Although patient-centered care supports patient HIV care success, wrap around support is also needed for people with unmet psychosocial needs.

摘要

我们通过对迈阿密戴德县 Ryan White 计划(RWP)医疗病例管理的客户进行回顾性队列研究,评估了以患者为中心的护理对持久病毒抑制(即在 2019 年期间所有病毒载量测试结果均<200 拷贝/ml)的作用。从对 1352 名客户的调查中获得了 RWP 附属提供者以患者为中心的护理实践的综合措施。贝叶斯网络模型分析了心理社会因素和以患者为中心的护理因素之间的复杂关系。在 5037 名客户中,4135 名(82.1%)具有持久的病毒抑制。家庭收入是与持久病毒抑制最密切相关的因素。此外,平均医疗保健关系评分和平均“提供者了解患者作为个体”评分均与持久病毒抑制有关。医疗保健关系评分调节了低收入与缺乏持久病毒抑制之间的关联。尽管以患者为中心的护理支持患者的 HIV 护理成功,但对于有未满足的心理社会需求的人来说,还需要全方位的支持。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccc9/11161314/664909784be6/nihms-1982856-f0001.jpg

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