Nguyen Thanh-Nghia, Trocio Jeffrey, Kowal Stacey, Ferrufino Cheryl P, Munakata Julie, South Dell
Director, Payer Channel Access, Pfizer Innovative Health, New York, NY.
Director, Global Health & Value-Health Outcomes and Evidence, Pfizer Innovative Health.
Am Health Drug Benefits. 2016 Dec;9(9):475-485.
Health management is becoming increasingly complex, given a range of care options and the need to balance costs and quality. The ability to measure and understand drivers of costs is critical for healthcare organizations to effectively manage their patient populations. Healthcare decision makers can leverage real-world evidence to explore the value of disease-management interventions in shifting total cost trends.
To develop a real-world, evidence-based estimator that examines the impact of disease-management interventions on the total cost of care (TCoC) for a patient population with nonvalvular atrial fibrillation (NVAF).
Data were collected from a patient-level real-world evidence data set that uses the IMS PharMetrics Health Plan Claims Database. Pharmacy and medical claims for patients meeting the inclusion or exclusion criteria were combined in longitudinal cohorts with a 180-day preindex and 360-day follow-up period. Descriptive statistics, such as mean and median patient costs and event rates, were derived from a real-world evidence analysis and were used to populate the base-case estimates within the TCoC estimator, an exploratory economic model that was designed to estimate the potential impact of several disease-management activities on the TCoC for a patient population with NVAF. Using Microsoft Excel, the estimator is designed to compare current direct costs of medical care to projected costs by varying assumptions on the impact of disease-management activities and applying the associated changes in cost trends to the affected populations. Disease-management levers are derived from literature-based concepts affecting costs along the NVAF disease continuum. The use of the estimator supports analyses across 4 US geographic regions, age, cost types, and care settings during 1 year.
All patients included in the study were continuously enrolled in their health plan (within the IMS PharMetrics Health Plan Claims Database) between July 1, 2010, and June 30, 2012. Patients were included in the final analytic file and were indexed based on (1) the service date of the first claim within the selection window (December 28, 2010-July 11, 2011) with a diagnosis of NVAF, or (2) the service date of the second claim for an NVAF medication of interest during the same selection window. The model estimates the current trends in national benchmark data for a hypothetical health plan with 1 million covered lives. The annual total direct healthcare costs (allowable and patient out-of-pocket costs) of managing patients with NVAF in this hypothetical plan are estimated at $184,981,245 ($25,754 per patient, for 7183 patients). A potential 25% improvement from the base-case disease burden and disease management could translate into TCoC savings from reducing the excess costs related to hypertension (-5.3%) and supporting the use of an appropriate antithrombotic treatment that prevents ischemic stroke (-0.7%) and reduces bleeding events (-0.1%).
The use of the TCoC estimator supports population health management by providing real-world evidence benchmark data on NVAF disease burden and by quantifying the potential value of disease-management activities in shifting cost trends.
鉴于一系列的护理选择以及平衡成本与质量的需求,健康管理正变得日益复杂。衡量并理解成本驱动因素的能力对于医疗保健组织有效管理其患者群体至关重要。医疗保健决策者可以利用真实世界证据来探究疾病管理干预措施在改变总成本趋势方面的价值。
开发一种基于真实世界证据的评估工具,以检验疾病管理干预措施对非瓣膜性心房颤动(NVAF)患者群体护理总成本(TCoC)的影响。
数据收集自一个患者层面的真实世界证据数据集,该数据集使用了艾美仕市场研究公司(IMS)的PharMetrics健康计划理赔数据库。符合纳入或排除标准的患者的药房和医疗理赔数据在纵向队列中进行合并,有180天的索引前和360天的随访期。描述性统计数据,如患者平均成本和中位数成本以及事件发生率,来自真实世界证据分析,并用于填充TCoC评估工具中的基础病例估计值,这是一个探索性经济模型,旨在估计几种疾病管理活动对NVAF患者群体TCoC的潜在影响。使用微软Excel,该评估工具旨在通过对疾病管理活动的影响进行不同假设,并将相关成本趋势变化应用于受影响人群,将当前医疗护理的直接成本与预计成本进行比较。疾病管理杠杆源自基于文献的概念,这些概念会影响NVAF疾病连续过程中的成本。该评估工具的使用支持在1年内对美国4个地理区域、年龄、成本类型和护理环境进行分析。
纳入研究的所有患者在2010年7月1日至2012年6月30日期间持续参加其健康计划(在艾美仕市场研究公司的PharMetrics健康计划理赔数据库内)。患者被纳入最终分析文件,并根据以下标准进行索引:(1)在选择窗口(2010年12月28日至2011年7月11日)内首次诊断为NVAF的索赔服务日期,或(2)在同一选择窗口内第二次开具感兴趣的NVAF药物的索赔服务日期。该模型估计了一个拥有100万参保人数的假设健康计划的全国基准数据的当前趋势。在这个假设计划中,管理NVAF患者的年度直接医疗总成本(允许成本和患者自付成本)估计为184,981,245美元(每位患者25,754美元,共7183名患者)。与基础病例疾病负担和疾病管理相比,潜在的25%的改善可能转化为TCoC节省,即通过降低与高血压相关的额外成本(-5.3%)以及支持使用适当的抗血栓治疗来预防缺血性中风(-0.7%)并减少出血事件(-0.1%)。
TCoC评估工具的使用通过提供关于NVAF疾病负担的真实世界证据基准数据,并量化疾病管理活动在改变成本趋势方面的潜在价值,支持人群健康管理。