Zhang Yuting, Caines Kadin J, Powers Christopher A
*Department of Health Policy and Management, University of Pittsburgh, Pittsburgh, PA †Centers for Medicare and Medicaid Services, Office of Enterprise Data and Analytics, Baltimore, MD.
Med Care. 2017 May;55(5):470-475. doi: 10.1097/MLR.0000000000000686.
The improvement of medication use is a critical mechanism that accountable care organization (ACO) could use to save overall costs. Currently pharmaceutical spending is not part of the calculation for ACO-shared savings and risks. Thus, ACO providers may have strong incentives to prescribe more medications hoping to avoid expensive downstream medical costs.
We designed a quasinatural experiment study to evaluate the effects of Pioneer ACOs on Medicare Part D spending and utilization. Medicare fee-for-service beneficiaries with Part D drug coverage who were aligned to a Pioneer ACO were compared with a random 5% sample of non-ACO beneficiaries. Outcomes included changes in Part D spending, number of prescription fills, percent of brand medications, and total Part A and B medical spending. We utilized a generalized linear model with a difference-in-differences approach to estimate 2011-2012 changes in these outcomes among beneficiaries aligned with Pioneer ACOs, adjusting for all beneficiary-level demographics, income and insurance status, clinical characteristics, and regional fixed effects.
Being in an ACO did not significantly affect Part D spending (-$23.52; P=0.19), total prescriptions filled (-0.12; P=0.27), and the percent of claims for brand-name drugs (0.06%; P=0.23). The ACO group was associated with savings in Parts A and B spending of $345 (P<0.0001) per person per year.
We found that beneficiaries aligned to Pioneer ACOs were not associated with changes in pharmaceutical spending and use, but were associated with savings in Parts A and B spending in 2012.
改善药物使用是负责医疗组织(ACO)可用于节省总体成本的关键机制。目前,药品支出不属于ACO共享节约和风险计算的一部分。因此,ACO提供者可能有强烈的动机开出更多药物,希望避免昂贵的下游医疗成本。
我们设计了一项准自然实验研究,以评估先锋ACO对医疗保险D部分支出和使用的影响。将参加医疗保险D部分药物保险且与先锋ACO匹配的按服务收费受益人,与非ACO受益人的5%随机样本进行比较。结果包括D部分支出的变化、处方配药数量、品牌药物百分比以及A部分和B部分的总医疗支出。我们使用具有差异-差异方法的广义线性模型来估计2011-2012年与先锋ACO匹配的受益人在这些结果方面的变化,并对所有受益人的人口统计学、收入和保险状况、临床特征以及区域固定效应进行调整。
加入ACO对D部分支出(-23.52美元;P=0.19)、总处方配药数量(-0.12;P=0.27)和品牌药索赔百分比(0.06%;P=0.23)没有显著影响。ACO组与每人每年A部分和B部分支出节省345美元(P<0.0001)相关。
我们发现,与先锋ACO匹配的受益人在药物支出和使用方面没有变化,但与2012年A部分和B部分支出的节省相关。