区域剥夺指数对区域健康计划中2型糖尿病结局的影响

IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Journal of managed care & specialty pharmacy Pub Date : 2024-12-01 DOI:10.18553/jmcp.2024.30.12.1375
Taylor N Laffey, David Marr, Ashley Modany, Molly McGraw, Tavvy Mounarath, Andrew Bryk, Nicholas Christian, Chester Good
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引用次数: 0

摘要

背景:生活在贫困地区和农村地区的糖尿病患者获得高质量糖尿病治疗的比率较低。糖尿病管理依赖于获得护理,并受到身体、社会和经济因素的影响。区域剥夺指数(ADI)是量化总体地理差异的一种方法。我们的目的是调查ADI如何影响参加大型区域健康计划的2型糖尿病患者的预后。目的:评价临床和经济目标。临床目标包括达到血红蛋白A1c (A1c)目标水平7%或更低的成员百分比,接受以合并症为重点的治疗的成员百分比,非胰岛素糖尿病药物依从性,以及使用的卫生保健服务的频率和类型。经济结果包括每位会员每月在护理总成本、药房成本、医疗成本和糖尿病相关成本方面的差异。方法:这项对药房和医疗索赔的回顾性研究包括8814名新诊断为2型糖尿病的成年成员,他们在2021年参加了一项综合健康计划。被纳入的成员必须年满18岁,居住在宾夕法尼亚州,并且在2型糖尿病诊断之前连续登记2年。为每个成员导出州一级的ADI数据,并应用于行政索赔数据中存档的人口普查块组。研究人群十分位数被分成ADI五分位数进行分析。在控制混杂变量的情况下,使用多变量回归模型和描述性统计来评估ADI与结果之间的关系。结果:在实现A1c目标或接受以合并症为重点的治疗方面,任何ADI五分位数之间没有统计学上的显著差异。在2021日历年获得至少1次A1c检测的ADI五分位数1(最低剥夺)和5(最剥夺)之间存在显著差异(72%对56%,P < 0.01)和坚持使用非胰岛素糖尿病药物(70%对62%,P < 0.01)。全因住院、门诊和计划外卫生保健服务的利用也存在显著差异。生活在ADI五分位数1的患者与生活在ADI五分位数5的患者每月全因总护理费用的平均差异为363.50美元(P < 0.01)。结论:在非胰岛素糖尿病患者用药依从性、A1c检测频率、全因卫生保健服务利用率和总护理成本方面,ADI五分位数1和五分位数之间存在显著差异。实现A1c目标或接受以合并症为重点的治疗的ADI五分位数之间没有统计学上的显著差异。
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Area deprivation index impact on type 2 diabetes outcomes in a regional health plan.

Background: Rates of attainment of high-quality diabetes care have been shown to be lower for those living in more disadvantaged and rural areas. Diabetes management relies on access to care and is impacted by physical, social, and economic factors. Area deprivation index (ADI) is one way to quantify geographic disparities in aggregate. We aimed to investigate how ADI impacts outcomes in members with type 2 diabetes enrolled in a large, regional health plan.

Objective: To evalute clinical and economic objectives. Clinical objectives included the percentage of members who achieved hemoglobin A1c (A1c) goal level of 7% or less, the percentage of members who received comorbidity-focused therapies, noninsulin diabetes medication adherence, and the frequency and type of health care services used. Economic outcomes included per member per month differences in total cost of care, pharmacy cost, medical cost, and diabetes-associated cost.

Methods: This retrospective review of pharmacy and medical claims included 8,814 adult members with newly diagnosed type 2 diabetes enrolled in an integrated health plan during calendar year 2021. To be included, members were required to be at least 18 years of age, reside in Pennsylvania, and have continuous enrollment for 2 years prior to type 2 diabetes diagnosis. State-level ADI data were derived for each member and applied to the Census block group on file in the administrative claims data. The study population deciles were grouped into ADI quintiles for analysis. Multivariable regression models and descriptive statistics were used to evaluate the association between ADI and outcomes while controlling for confounding variables.

Results: There were no statistically significant differences between any ADI quintile for achievement of A1c goal or receipt of comorbidity-focused therapy. Significant differences were identified between ADI quintiles 1 (least deprived) and 5 (most deprived) for obtainment of at least 1 A1c test during calendar year 2021 (72% vs 56%, P < 0.01) and adherence to noninsulin diabetes medications (70% vs 62%, P < 0.01). Significant differences were also identified for all-cause inpatient, outpatient, and unplanned health care service utilization. The difference in per member per month all-cause total cost of care was on average $363.50 less for those living in ADI quintile 1 vs those in quintile 5 (P < 0.01).

Conclusions: Significant differences were identified between ADI quintiles 1 and 5 for noninsulin diabetes medication adherence, frequency of A1c test claims, all-cause health care service utilization, and total cost of care. There were no statistically significant differences between ADI quintiles for achievement of A1c goal or receipt of comorbidity-focused therapies.

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来源期刊
Journal of managed care & specialty pharmacy
Journal of managed care & specialty pharmacy Health Professions-Pharmacy
CiteScore
3.50
自引率
4.80%
发文量
131
期刊介绍: JMCP welcomes research studies conducted outside of the United States that are relevant to our readership. Our audience is primarily concerned with designing policies of formulary coverage, health benefit design, and pharmaceutical programs that are based on evidence from large populations of people. Studies of pharmacist interventions conducted outside the United States that have already been extensively studied within the United States and studies of small sample sizes in non-managed care environments outside of the United States (e.g., hospitals or community pharmacies) are generally of low interest to our readership. However, studies of health outcomes and costs assessed in large populations that provide evidence for formulary coverage, health benefit design, and pharmaceutical programs are of high interest to JMCP’s readership.
期刊最新文献
Emerging trends in information technology: Perspectives on the 2024 AMCP Foundation Survey. Emerging trends in managed care pharmacy: A mixed-method study. Emerging trends in patient experience data: Perspectives on the 2024 AMCP Foundation Survey. Emerging trends in pharmaceutical payment models: Perspectives on the 2024 AMCP Foundation Survey. Emerging trends in pharmacy operations: Perspectives on the 2024 AMCP Foundation Survey.
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