CareAllies, Houston, TX.
University of Houston College of Pharmacy, Houston, TX.
J Manag Care Spec Pharm. 2021 May;27(5):544-553. doi: 10.18553/jmcp.2021.27.5.544.
Socioeconomic factors can have a significant impact on a patient's health status and could be responsible for as much as 70%-80% of a patient's overall health. These factors, called the social determinants of health (SDoH), define a patient's day-to-day experiences. While the influence of such factors is well recognized, who ultimately is responsible for addressing SDoH in health care remains unclear. Physicians and other clinicians are suitably placed to assess SDoH factors that can impact clinical decision making. Understanding Medicare Advantage (MA)-contracted primary care provider (PCP) SDoH perceptions has yet to be fully explored. To (a) understand MA-contracted PCP perceptions of SDoH and (b) investigate correlations between PCP perceptions and their CMS Part D star performances, as well as their hospital admissions and emergency room admissions. Survey data were collected from MA-contracted PCPs serving a South Texas market during 2019. An 8-item survey consisting of short answer, ranking, and multiple-choice questions was deployed at attendance-mandatory provider meetings from August to October. Analyses were conducted to understand the providers' SDoH perceptions. PCP responses were first summarized as frequencies and percentages. Baseline descriptive characteristics of the providers were compared by Medicare star ratings using chi-square tests (for categorical variables) and t-tests (for continuous variables). Group differences in physician beliefs on how SDoH affects patients' overall health (question 1), as well as provider beliefs regarding how SDoH affects patients' medication adherence practices (question 2), were assessed using chi-square and t-tests. Associations of provider SDoH perceptions with hospital admissions and emergency room admissions were also assessed. A Fischer's chi-square test was used to examine associations between how PCPs answered the question regarding lack of consistent transportation (question 3) and emergency room admissions. The relationships between PCP perceptions of whose job it is to address SDoH (question 7) and hospital admissions were also evaluated. The response rate for returned surveys was 89%. Analysis revealed that the top 3 barriers were financial insecurity (24.87%), low health literacy (18.65%), and social isolation (15.03%). However, about 36% of PCPs felt they should be the primary addressor of SDoH. There was a significant association between years of practice and CMS Part D star ratings ( = 0.005). A significant association between responses in belief towards patients' overall health and CMS Part D star ratings was examined ( = 0.047). There was a statistically significant difference in mean hospital admissions with PCP perception of who should address SDOH ( = 0.03). Emergency room admissions was significantly associated with perceptions regarding lack of consistent transportation ( = 0.04). No differences with star ratings were observed. Previous literature recognize safety and food insecurity as key SDoH barriers. However, they were not among the top SDoH barriers in our survey. Future research should examine patient perceptions of SDoH in this population to identify ways providers can better serve their patients. Funding for this study was provided by CareAllies, a Cigna business. Statistical analysis was completed in partnership with the University of Houston. Payne, Esse, Qian, Serna, Villarreal, and Becho-Dominguez are employees of CareAllies. Mohan and Abughosh are employed by the University of Houston College of Pharmacy. Abughosh reports grants from Valeant and Regeneron/Sanofi, unrelated to this work. Vadhariya has nothing to disclose. This research was presented virtually at the AMCP Pharmacist Virtual Learning Days event, April 2020, as well as the American College of Clinical Pharmacy Virtual Poster Symposium, May 26-27, 2020.
社会经济因素会对患者的健康状况产生重大影响,这些因素可能导致患者整体健康状况的 70%-80%。这些因素被称为社会决定因素(SDoH),定义了患者的日常体验。虽然这些因素的影响已得到广泛认可,但谁最终负责解决医疗保健中的 SDoH 仍不清楚。医生和其他临床医生是评估可能影响临床决策的 SDoH 因素的合适人选。对医疗保险优势(MA)签约初级保健医生(PCP)的 SDoH 认知尚未得到充分探索。(a)了解 MA 签约 PCP 对 SDoH 的看法,(b)调查 PCP 看法与他们 CMS 部分 D 星级绩效、住院和急诊室入院之间的相关性。调查数据来自 2019 年服务于南德克萨斯市场的 MA 签约 PCP。在 8 月至 10 月期间,在强制性参会的供应商会议上部署了一项包含简短答案、排名和多项选择题的 8 项调查。进行了分析以了解提供者的 SDoH 认知。首先总结了 PCP 对 SDoH 的看法的频率和百分比。使用卡方检验(用于分类变量)和 t 检验(用于连续变量)比较了按医疗保险星级评分的提供者的基线描述特征。使用卡方检验和 t 检验评估了医生对 SDoH 如何影响患者整体健康的信念(问题 1)以及提供者对 SDoH 如何影响患者药物依从性实践的信念(问题 2)的差异。还评估了提供者 SDoH 认知与住院和急诊室入院之间的关联。使用 Fischer 卡方检验检查了 PCP 回答关于缺乏一致交通的问题(问题 3)与急诊室入院之间的关联。还评估了 PCP 对谁负责解决 SDoH 的看法(问题 7)与住院之间的关系。返回调查的回复率为 89%。分析表明,前 3 大障碍是财务不安全(24.87%)、低健康素养(18.65%)和社会孤立(15.03%)。然而,约 36%的 PCP 认为他们应该是解决 SDoH 的主要对象。医生的实践年限与 CMS 部分 D 星级评分之间存在显著相关性(=0.005)。在患者整体健康的信念方面,调查了与 CMS 部分 D 星级评分之间的相关性(=0.047)。在 PCP 对谁应该解决 SDOH 的看法方面,住院人数存在统计学上的显著差异(=0.03)。急诊室入院与缺乏一致交通的看法显著相关(=0.04)。没有观察到与星级评分的差异。以前的文献认识到安全和粮食不安全是关键的 SDoH 障碍。然而,它们并不是我们调查中排名前 3 的 SDoH 障碍。未来的研究应该调查这一人群对 SDoH 的患者看法,以确定提供者如何更好地为患者服务。这项研究由 Cigna 旗下的 CareAllies 提供资金。统计分析是与休斯顿大学合作完成的。Payne、Esse、Qian、Serna、Villarreal 和 Becho-Dominguez 是 CareAllies 的员工。Mohan 和 Abughosh 受雇于休斯顿大学药学院。Abughosh 报告说与 Valeant 和 Regeneron/Sanofi 有相关的拨款,与这项工作无关。Vadhariya 没有什么可披露的。这项研究在虚拟的 AMCP 药剂师虚拟学习日活动(2020 年 4 月)以及美国临床药剂师虚拟海报研讨会(2020 年 5 月 26 日至 27 日)上进行了虚拟展示。