Humana Healthcare Research, Louisville, Kentucky.
Humana Inc, Louisville, Kentucky.
JAMA Netw Open. 2023 Apr 3;6(4):e239316. doi: 10.1001/jamanetworkopen.2023.9316.
Recent research highlights the association of social determinants of health with health outcomes of patients with type 2 diabetes (T2D).
To examine associations between health-related social needs (HRSNs) and health care quality and utilization outcomes in a Medicare Advantage population with T2D.
DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study used medical and pharmacy claims data from 2019. An HRSN survey was given between October 16, 2019, and February 29, 2020, to Medicare Advantage beneficiaries. Inclusion criteria were diagnosis of T2D, age of 20 to 89 years, continuous Medicare Advantage enrollment in 2019, and response to the HRSN survey. Data were analyzed between June 2021 and January 2022.
Enrollment in Medicare Advantage, diagnosis of T2D, and completion of a survey on HRSNs.
Quality outcomes included diabetes medication adherence, statin adherence, completion of a glycated hemoglobin (HbA1c) laboratory test in the past 12 months, and controlled HbA1c. Utilization outcomes included all-cause hospitalization, potentially avoidable hospitalization, emergency department discharge, and readmission.
Of the 21 528 Medicare Advantage beneficiaries with T2D included in the study (mean [SD] age, 71.0 [8.3] years; 55.4% women), most (56.9%) had at least 1 HRSN. Among the population with T2D reporting HRSNs, the most prevalent were financial strain (73.6%), food insecurity (47.5%), and poor housing quality (39.1%). In adjusted models, loneliness (odds ratio [OR], 0.85; 95% CI, 0.73-0.99), lack of transportation (OR, 0.80; 95% CI, 0.69-0.92), utility insecurity (OR, 0.86; 95% CI, 0.76-0.98), and housing insecurity (OR, 0.78; 95% CI, 0.67-0.91) were each associated with lower diabetes medication adherence. Loneliness and lack of transportation were associated with increased emergency visits (marginal effects of 173.0 [95% CI, 74.2-271.9] and 244.6 [95% CI, 150.4-338.9] emergency visits per 1000 beneficiaries for loneliness and transportation, respectively). Food insecurity was the HRSN most consistently associated with higher acute care utilization (marginal effects of 84.6 [95% CI, 19.8-149.4] emergency visits, 30.4 [95% CI, 9.5-51.3] inpatient encounters, and 17.1 [95% CI, 4.7-29.5] avoidable hospitalizations per 1000 beneficiaries).
In this cross-sectional study of Medicare Advantage beneficiaries with T2D, some HRSNs were associated with care quality and utilization. The results of the study may be used to direct interventions to the social needs most associated with T2D health outcomes and inform policy decisions at the insurance plan and community level.
最近的研究强调了健康相关社会决定因素与 2 型糖尿病(T2D)患者健康结果之间的关联。
在 T2D 的医疗保险优势人群中,研究健康相关社会需求(HRSN)与医疗保健质量和利用结果之间的关联。
设计、地点和参与者:这是一项使用 2019 年医疗和药房索赔数据的横断面研究。在 2019 年 10 月 16 日至 2 月 29 日期间,向医疗保险优势受益人群提供了 HRSN 调查。纳入标准为诊断为 T2D、年龄在 20 至 89 岁之间、2019 年连续参加医疗保险优势计划以及对 HRSN 调查做出回应。数据于 2021 年 6 月至 2022 年 1 月进行分析。
参加医疗保险优势计划、诊断为 T2D 以及完成 HRSN 调查。
质量结果包括糖尿病药物依从性、他汀类药物依从性、过去 12 个月糖化血红蛋白(HbA1c)实验室检测完成情况以及控制 HbA1c。利用结果包括全因住院、可避免住院、急诊出院和再入院。
在这项研究中,纳入了 21528 名患有 T2D 的医疗保险优势受益人群(平均[标准差]年龄为 71.0[8.3]岁;55.4%为女性),其中大多数(56.9%)至少存在 1 项 HRSN。在报告 HRSN 的 T2D 人群中,最常见的是经济压力(73.6%)、食物不安全(47.5%)和住房质量差(39.1%)。在调整后的模型中,孤独感(比值比[OR],0.85;95%CI,0.73-0.99)、缺乏交通工具(OR,0.80;95%CI,0.69-0.92)、公用事业不安全(OR,0.86;95%CI,0.76-0.98)和住房不安全(OR,0.78;95%CI,0.67-0.91)均与较低的糖尿病药物依从性相关。孤独感和缺乏交通工具与急诊就诊增加相关(孤独感和交通分别每 1000 名受益人的急诊就诊边际效应为 173.0[95%CI,74.2-271.9]和 244.6[95%CI,150.4-338.9])。食物不安全是与急性护理利用最相关的 HRSN(急诊就诊的边际效应为 84.6[95%CI,19.8-149.4]、30.4[95%CI,9.5-51.3]住院就诊和 17.1[95%CI,4.7-29.5]可避免住院)。
在这项对患有 T2D 的医疗保险优势受益人群的横断面研究中,一些 HRSN 与护理质量和利用相关。该研究的结果可用于指导与 T2D 健康结果最相关的社会需求的干预措施,并为保险计划和社区层面的政策决策提供信息。