Center for Disease Prevention and Health Interventions for Diverse Populations, Ralph H. Johnson Veterans Affairs Medical Center, Charleston, South Carolina, USA.
Diabetes Care. 2012 Dec;35(12):2533-9. doi: 10.2337/dc12-0572. Epub 2012 Aug 21.
To examine the longitudinal effects of medication nonadherence (MNA) on key costs and estimate potential savings from increased adherence using a novel methodology that accounts for shared correlation among cost categories.
Veterans with type 2 diabetes (740,195) were followed from January 2002 until death, loss to follow-up, or December 2006. A novel multivariate, generalized, linear, mixed modeling approach was used to assess the differential effect of MNA, defined as medication possession ratio (MPR) ≥0.8 on healthcare costs. A sensitivity analysis was performed to assess potential cost savings at different MNA levels using the Consumer Price Index to adjust estimates to 2012 dollar value.
Mean MPR for the full sample over 5 years was 0.78, with a mean of 0.93 for the adherent group and 0.58 for the MNA group. In fully adjusted models, all annual cost categories increased ∼3% per year (P = 0.001) during the 5-year study time period. MNA was associated with a 37% lower pharmacy cost, 7% lower outpatient cost, and 41% higher inpatient cost. Based on sensitivity analyses, improving adherence in the MNA group would result in annual estimated cost savings ranging from ∼$661 million (MPR <0.6 vs. ≥0.6) to ∼$1.16 billion (MPR <1 vs. 1). Maximal incremental annual savings would occur by raising MPR from <0.8 to ≥0.8 ($204,530,778) among MNA subjects.
Aggressive strategies and policies are needed to achieve optimal medication adherence in diabetes. Such approaches may further the so-called "triple aim" of achieving better health, better quality care, and lower cost.
通过一种新的方法来检验药物不依从(MNA)对关键成本的纵向影响,并估计增加依从性带来的潜在节省,该方法考虑了成本类别之间的共同相关性。
从 2002 年 1 月开始,对 2 型糖尿病患者(740195 例)进行随访,直至死亡、随访丢失或 2006 年 12 月。采用一种新的多维、广义线性、混合模型方法来评估 MNA(定义为药物持有率(MPR)≥0.8)对医疗保健成本的差异影响。采用消费者价格指数(CPI)对估计值进行调整,以使其适用于 2012 年美元价值,进行敏感性分析,以评估不同 MNA 水平的潜在成本节省。
在 5 年的研究期间,全样本的平均 MPR 为 0.78,依从组的平均 MPR 为 0.93,MNA 组的平均 MPR 为 0.58。在完全调整的模型中,所有年度成本类别在 5 年的研究期间每年增加约 3%(P=0.001)。MNA 与药房成本降低 37%、门诊成本降低 7%和住院成本增加 41%相关。基于敏感性分析,在 MNA 组提高依从性将导致每年估计节省约 6.61 亿美元(MPR <0.6 与≥0.6)至 11.6 亿美元(MPR <1 与 1)。在 MNA 受试者中,将 MPR 从<0.8 提高到≥0.8(204530778 美元)将产生最大的增量年度节省。
需要采取积极的策略和政策来实现糖尿病患者的最佳药物依从性。这种方法可能会进一步实现所谓的“三重目标”,即改善健康、提高护理质量和降低成本。