1 Optum, Eden Prairie, Minnesota.
2 GlaxoSmithKline, Research Triangle Park, North Carolina.
J Manag Care Spec Pharm. 2016 Jul;22(7):848-61. doi: 10.18553/jmcp.2016.22.7.848.
Despite intensive pharmacotherapy, a considerable number of patients with severe asthma have inadequate disease control. Patients with severe asthma who experience exacerbations consume significant health care resources.
To assess health care resource utilization and associated costs among patients with persistent severe asthma who experienced exacerbations compared with patients with persistent but nonsevere asthma.
This retrospective analysis of a national administrative claims database identified patients aged ≥ 12 years who had at least 1 medical claim with an asthma diagnosis in 2012 and had continuous medical and pharmacy coverage under a commercial or Medicare Advantage plan from January 1, 2012, to December 31, 2013. Patients were assigned to 1 of 2 mutually exclusive cohorts-persistent asthma (PA) or severe asthma (SA)-according to an established algorithm based on asthma-related health care resource use and pharmacy claims for controller medication. SA patients were required to meet PA criteria and also have evidence of ≥2 asthma exacerbations in 2012. Asthma-related health care resource utilization and costs were computed from asthma medication use (rescue and controller therapy) and medical claims with an asthma diagnosis in the primary position in 2012 and 2013. Adherence to controller therapy was assessed over 365 days by using the proportion of days covered (PDC), starting with the first claim for controller therapy in 2012. Differences between the PA and SA cohorts were analyzed by t-test for continuous variables and chi-square test for categorical variables. Asthma-related costs in 2013 were also analyzed using a generalized linear model with a gamma distribution and log link, adjusted for patient demographics (age, gender, region, and insurance type) and Quan-Charlson comorbidity score.
A total of 65,359 patients were included: 63,597 (97.3%) PA patients and 1,762 SA patients (2.7%). Compared with the PA cohort, the SA cohort was older (mean age = 50.8 years vs. 46.5 years, P < 0.001) and had higher mean comorbidity score (1.47 vs. 1.31, P< 0.001). The mean count of all asthma medications fills was 2.2-fold (2012) and 2.1-fold (2013) higher in the SA cohort, compared with the PA cohort (P< 0.001). Mean PDC for all oral and inhaled controller therapy was also higher in the SA cohort compared with the PA cohort (0.80 vs. 0.65, P< 0.001). SA patients had a significantly greater mean count of asthma-related hospitalizations, emergency room visits, and ambulatory visits in 2012 and 2013 (P< 0.001). Unadjusted mean annual asthma-related costs in the SA versus PA cohorts were $6,496 versus $2,739 (P < 0.001) in 2012 and $5,174 versus $1,775 (P< 0.001) in 2013. Higher asthma-related costs were driven by greater mean annual asthma medication costs in 2012 ($4,545 vs. $1,738, P< 0.001) and 2013 ($4,068 vs. $1,348, P< 0.001). Adjusted mean annual asthma-related costs in 2013 were $3,336 greater (cost ratio=2.878, P< 0.001) in the SA cohort, and adjusted mean annual asthma medication costs were $2,672 higher (cost ratio=2.982, P< 0.001) in the SA cohort.
Patients with SA who experienced 2 or more exacerbations had 2.1-fold greater use of controller medications across both study years and were more adherent to controller therapy than patients with PA. Despite more intensive pharmacotherapy, SA patients incurred 2.9-fold higher adjusted asthma-related costs and 3-fold higher adjusted asthma medication costs than PA patients. Patients with SA consistently demonstrated a higher rate of health care utilization.
Funding for this study (HO-14-14443) was provided by GlaxoSmithKline (GSK). All listed authors meet the criteria for authorship set forth by the International Committee for Medical Journal Editors. Albers, Forshag, and Yancey are employees of GSK and hold stock in GSK. Dalal, Nagar, and Ortega were employees of GSK at the time this research was conducted. Chastek and Korrer are employees of Optum, which received consulting fees from GSK for research related to this study. Study concept and design were contributed by Chastek, Nagar, and Dalal. Korrer took the lead in data collection, along with Chastek, and data interpretation was performed by Chastek, Ortega, Forshag, and Dalal. The manuscript was written by Chastek and Dalal and revised by Albers and Yancy, assisted by the other authors.
尽管进行了强化药物治疗,但相当数量的重症哮喘患者仍未得到充分控制。经历过哮喘加重的重症哮喘患者会消耗大量的医疗保健资源。
评估经历过哮喘加重的持续性重症哮喘患者与持续性但非重症哮喘患者相比,其健康保健资源的利用情况和相关费用。
本项回顾性分析使用了一个全国性的行政索赔数据库,确定了在 2012 年至少有一次哮喘诊断的年龄≥12 岁的患者,并在 2012 年 1 月 1 日至 2013 年 12 月 31 日期间,通过商业或 Medicare Advantage 计划,具有持续的医疗和药房覆盖。根据与哮喘相关的健康保健资源使用情况和控制器药物的药房索赔,将患者分配到持续哮喘(PA)或严重哮喘(SA)两个相互排斥的队列之一。SA 患者必须符合 PA 标准,并且在 2012 年还必须有≥2 次哮喘加重的证据。在 2012 年和 2013 年,根据哮喘药物使用情况(急救和控制器治疗)和主要诊断为哮喘的医疗索赔,计算与哮喘相关的健康保健资源利用和费用。通过在 2012 年开始的控制器治疗的首次索赔,使用比例天数覆盖(PDC)评估控制器治疗的依从性。采用 t 检验比较连续变量和卡方检验比较分类变量,分析 PA 和 SA 队列之间的差异。使用具有伽玛分布和对数链接的广义线性模型,调整患者人口统计学特征(年龄、性别、地区和保险类型)和 Quan-Charlson 合并症评分,分析 2013 年与哮喘相关的成本。
共纳入 65359 例患者:63597 例(97.3%)PA 患者和 1762 例 SA 患者(2.7%)。与 PA 队列相比,SA 队列的年龄较大(平均年龄=50.8 岁 vs. 46.5 岁,P<0.001),平均合并症评分较高(1.47 分 vs. 1.31 分,P<0.001)。与 PA 队列相比,SA 队列的所有哮喘药物治疗方案的平均计数在 2012 年和 2013 年分别高出 2.2 倍(2012 年)和 2.1 倍(2013 年)(P<0.001)。SA 队列中所有口服和吸入控制器治疗的平均 PDC 也高于 PA 队列(0.80 分 vs. 0.65 分,P<0.001)。与 PA 队列相比,SA 队列在 2012 年和 2013 年的哮喘相关住院、急诊就诊和门诊就诊的平均次数也更高(P<0.001)。SA 队列与 PA 队列相比,2012 年的哮喘相关年费用分别为 6496 美元和 2739 美元(P<0.001),2013 年的哮喘相关年费用分别为 5174 美元和 1775 美元(P<0.001)。2012 年和 2013 年更高的哮喘相关费用主要是由于平均年度哮喘药物费用较高,2012 年分别为 4545 美元和 1738 美元(P<0.001),2013 年分别为 4068 美元和 1348 美元(P<0.001)。SA 队列中,2013 年调整后的哮喘相关年费用平均高出 3336 美元(成本比=2.878,P<0.001),调整后的哮喘药物年费用平均高出 2672 美元(成本比=2.982,P<0.001)。
经历过 2 次或以上哮喘加重的 SA 患者在两个研究年度中使用控制器药物的次数增加了 2.1 倍,并且对控制器治疗的依从性也高于 PA 患者。尽管接受了更强化的药物治疗,但与 PA 患者相比,SA 患者的哮喘相关费用调整后增加了 2.9 倍,哮喘药物费用调整后增加了 3 倍。SA 患者的健康保健利用率始终较高。
本研究(HO-14-14443)的资金由葛兰素史克(GSK)提供。所有列出的作者均符合国际医学期刊编辑委员会规定的作者标准。Albers、Forshag 和 Yancey 是 GSK 的员工,持有 GSK 的股票。Dalal、Nagar 和 Ortega 在进行这项研究时是 GSK 的员工。Chastek 和 Korrer 是 Optum 的员工,他们因与这项研究相关的工作从 GSK 获得咨询费。研究的概念和设计由 Chastek、Nagar 和 Dalal 提出。Korrer 与 Chastek 一起主导了数据收集工作,数据解释由 Chastek、Ortega、Forshag 和 Dalal 完成。手稿由 Chastek 和 Dalal 撰写,Albers 和 Yancy 进行了修订,并得到了其他作者的协助。