Blanchette Christopher M, Gutierrez Benjamin, Ory Caron, Chang Eunice, Akazawa Manabu
Center for Pharmacoeconomic and Outcomes Research, Lovelace Respiratory Research Institute, 2425 Ridgecrest Dr. SE, Albuquerque, NM 87108-5127, USA.
J Manag Care Pharm. 2008 Mar;14(2):176-85. doi: 10.18553/jmcp.2008.14.2.176.
Chronic obstructive pulmonary disease (COPD) is a highly prevalent disease whose sufferers consume a large amount of resources. Among community-dwelling Medicare beneficiaries, 12% reported that they had COPD in 2002. For clinicians, differentiating COPD from asthma may be difficult, but among patients with COPD and asthma, approximately 20% have both conditions. The economic impact of concomitant asthma and COPD is potentially large but has not been studied.
To assess the cost burden of asthma in patients with COPD in a Medicare Advantage population.
We reviewed the database of a large health plan that contained information from more than 30 distinct plans covering approximately 25 million members. We identified Medicare beneficiaries aged 40 years or older with medical and pharmacy benefits and medical claims with International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) diagnosis codes for COPD or asthma over a 1-year identification period (calendar year 2004). We assigned patients to 2 cohorts based on diagnoses on medical claims (any diagnosis field) during 2004; the COPD cohort had at least 1 medical claim for COPD, and the COPD + asthma cohort had at least 1 claim for COPD and at least 1 claim for asthma. A patient's index date was the first date during 2004 in which there was a medical claim with a diagnosis code for COPD or asthma. To confirm diagnosis, each patient was required to have at least 1 additional claim for COPD (COPD cohort) or at least 1 claim for COPD and at least 1 claim for asthma (COPD + asthma cohort) during the 24-month period from 12 months before through 12 months after the index date. We excluded patients who (1) were not continuously enrolled during the 12 months before and after the index date and (2) did not have at least 1 pharmacy claim for a drug of any type (to verify pharmacy benefits). Outcome measures included the use of emergency room (ER) and hospital services, and cost (net provider payment after subtraction of member cost share), categorized as all-cause, non-respiratory, and respiratory-related. ER use and inpatient hospital stays were identified using place-of-service codes. A minimum of 2 consecutive dates of service (length of stay [LOS] of at least 1 day) was required to indicate an inpatient hospitalization. An LOS of at least 1 day was required to distinguish inpatient services from other services (e.g., procedures or tests) reported on claims with an inpatient place of service. Multivariate analyses adjusted for age, gender, census region, and Charlson Comorbidity Index (CCI). Ordinary least squares regression was used to predict respiratory-related total health care costs, and logistic regression was used to predict the occurrence of at least 1 acute event, defined as use of either an ER or an inpatient hospital. All 2-way interactions were considered, and only those with significant results were included in the models. All reported P values were 2-sided with a 0.05 significance level.
During 2004, 68,532 individuals within the database were enrolled in a Medicare Advantage plan. After application of the other inclusion criteria, we excluded approximately 11% of the patients who did not have 1 pharmacy claim of any type. There were 8,086 patients (11.8%) who had at least 1 medical claim with diagnosis codes for COPD and at least 1 other medical claim for either COPD or asthma and were continuously enrolled for at least 24 months. The COPD + asthma cohort numbered 1,843 patients (22.8%), and the COPD cohort numbered 6,243 patients (77.2%). Compared with COPD patients without asthma, patients with COPD + asthma were slightly younger, and a higher proportion was female. There were differences between the 2 cohorts in geographic distribution, and the COPD + asthma cohort had a higher disease severity with a mean CCI score of 2.6 (standard deviation [SD], 2.1) compared with the COPD cohort (2.3 [2.3], P < 0.001). Respiratory-related pharmacy costs were a relatively small part of total respiratory-related health care costs: approximately 5.7% for the COPD cohort and 8.8% for the COPD + asthma cohort. Respiratory-related costs accounted for 22.0% of total all-cause health care costs for the COPD cohort and 28.7% for the COPD + asthma cohort. Mean ([SD], median) unadjusted respiratory-related health care costs were $7,240 ([$15,057], $1,957) for the COPD + asthma cohort and $5,158 ([$11,881], $808) in the COPD cohort. After adjusting for covariates, patients in the COPD + asthma cohort were more likely to have at least 1 acute event (e.g., ER visits and hospitalizations) than patients in the COPD cohort (adjusted odds ratio, 1.6; 95% CI, 1.4-1.7) and had $1,931 (37.1%) greater adjusted respiratory-related health care costs--$7,135 versus $5,204 for the COPD cohort (P < 0.001).
Medicare beneficiaries with COPD and asthma incur higher health care costs and use more health care services than those with COPD without asthma.
慢性阻塞性肺疾病(COPD)是一种高发性疾病,患者消耗大量医疗资源。在参加医疗保险的社区居民中,2002年有12%的人报告患有COPD。对于临床医生来说,区分COPD和哮喘可能存在困难,而在同时患有COPD和哮喘的患者中,约20%的人两种疾病都有。哮喘合并COPD的经济影响可能很大,但尚未得到研究。
评估医疗保险优势人群中COPD患者哮喘的成本负担。
我们查阅了一个大型健康计划的数据库,该数据库包含来自30多个不同计划的信息,覆盖约2500万成员。我们确定了年龄在40岁及以上、享有医疗和药房福利且在1年识别期(2004日历年)内有国际疾病分类第九版临床修订本(ICD-9-CM)诊断代码的COPD或哮喘医疗索赔的医疗保险受益人。我们根据2004年医疗索赔(任何诊断字段)的诊断结果将患者分为两组;COPD组至少有1次COPD医疗索赔,COPD+哮喘组至少有1次COPD索赔和至少1次哮喘索赔。患者的索引日期是2004年期间首次出现带有COPD或哮喘诊断代码的医疗索赔的日期。为了确诊,每位患者在索引日期前12个月至索引日期后12个月的24个月期间,需要至少有1次额外的COPD索赔(COPD组)或至少1次COPD索赔和至少1次哮喘索赔(COPD+哮喘组)。我们排除了以下患者:(1)在索引日期前后12个月内未连续参保的患者;(2)没有至少1次任何类型药物药房索赔的患者(以核实药房福利)。结果指标包括急诊室(ER)和医院服务的使用情况以及成本(扣除会员成本分摊后的净提供者支付),分为全因、非呼吸和呼吸相关三类。使用服务地点代码确定ER使用情况和住院情况。需要至少连续2个服务日期(住院时间[LOS]至少1天)来表明住院治疗。需要至少1天的LOS来区分住院服务与索赔中报告的其他服务(如手术或检查),这些索赔的服务地点为住院。多变量分析对年龄、性别、人口普查区域和查尔森合并症指数(CCI)进行了调整。使用普通最小二乘法回归预测呼吸相关的总医疗费用,使用逻辑回归预测至少1次急性事件的发生,急性事件定义为使用ER或住院治疗。考虑了所有双向交互作用,只有那些具有显著结果的交互作用才纳入模型。所有报告的P值均为双侧,显著性水平为0.05。
2004年期间,数据库中有68532人参加了医疗保险优势计划。应用其他纳入标准后,我们排除了约11%没有任何类型药房索赔的患者。有8086名患者(11.8%)至少有1次带有COPD诊断代码的医疗索赔,以及至少1次其他COPD或哮喘医疗索赔,并且连续参保至少24个月。COPD+哮喘组有1843名患者(22.8%),COPD组有6243名患者(77.2%)。与没有哮喘的COPD患者相比,COPD+哮喘患者年龄稍小,女性比例更高。两组在地理分布上存在差异,COPD+哮喘组疾病严重程度更高,平均CCI评分为2.6(标准差[SD],2.1),而COPD组为2.3(2.3),P<0.001。呼吸相关药房费用在总呼吸相关医疗费用中占比相对较小:COPD组约为5.7%,COPD+哮喘组约为8.8%。呼吸相关费用在COPD组全因医疗费用总额中占22.0%,在COPD+哮喘组中占28.7%。COPD+哮喘组未调整的呼吸相关医疗费用平均([SD],中位数)为7240美元([15057美元],1957美元),COPD组为5158美元([11881美元],808美元)。调整协变量后,COPD+哮喘组患者比COPD组患者更有可能至少发生1次急性事件(如急诊就诊和住院)(调整后的优势比为1.6;95%CI,1.4-1.7),且调整后的呼吸相关医疗费用高出1931美元(37.1%)——COPD组为7135美元,COPD组为5204美元(P<0.001)。
与没有哮喘的COPD患者相比,患有COPD和哮喘的医疗保险受益人产生更高的医疗费用,使用更多的医疗服务。