Department of Biostatistics, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway.
BMC Public Health. 2010 Nov 24;10:724. doi: 10.1186/1471-2458-10-724.
Estimating the economic impact of influenza is complicated because the disease may have non-specific symptoms, and many patients with influenza are registered with other diagnoses. Furthermore, in some countries like Norway, employees can be on paid sick leave for a specified number of days without a doctor's certificate ("self-reported sick leave") and these sick leaves are not registered. Both problems result in gaps in the existing literature: costs associated with influenza-related illness and self-reported sick leave are rarely included. The aim of this study was to improve estimates of total influenza-related health-care costs and productivity losses by estimating these missing costs.
Using Norwegian data, the weekly numbers of influenza-attributable hospital admissions and certified sick leaves registered with other diagnoses were estimated from influenza-like illness surveillance data using quasi-Poisson regression. The number of self-reported sick leaves was estimated using a Monte-Carlo simulation model of illness recovery curves based on the number of certified sick leaves. A probabilistic sensitivity analysis was conducted on the economic outcomes.
During the 1998/99 through 2005/06 influenza seasons, the models estimated an annual average of 2700 excess influenza-associated hospitalizations in Norway, of which 16% were registered as influenza, 51% as pneumonia and 33% were registered with other diagnoses. The direct cost of seasonal influenza totaled US$22 million annually, including costs of pharmaceuticals and outpatient services. The annual average number of working days lost was predicted at 793 000, resulting in an estimated productivity loss of US$231 million. Self-reported sick leave accounted for approximately one-third of the total indirect cost. During a pandemic, the total cost could rise to over US$800 million.
Influenza places a considerable burden on patients and society with indirect costs greatly exceeding direct costs. The cost of influenza-attributable complications and the cost of self-reported sick leave represent a considerable part of the economic burden of influenza.
由于流感可能具有非特异性症状,并且许多流感患者被登记为其他诊断,因此评估流感的经济影响较为复杂。此外,在挪威等一些国家,员工可以在无需医生证明的情况下休指定天数的带薪病假(“自我报告的病假”),这些病假并未登记。这两个问题导致现有文献存在差距:与流感相关的疾病和自我报告的病假相关的成本很少包括在内。这项研究的目的是通过估算这些缺失的成本,来改善与流感相关的医疗保健费用和生产力损失的总估算。
使用挪威的数据,通过使用拟泊松回归从流感样疾病监测数据中估算与流感相关的住院人数和与其他诊断相关的经认证的病假人数。通过基于认证病假数量的疾病恢复曲线的蒙特卡罗模拟模型估算自我报告的病假数量。对经济结果进行概率敏感性分析。
在 1998/99 至 2005/06 流感季节期间,模型估计挪威每年平均有 2700 例因流感而导致的超额住院人数,其中 16%被登记为流感,51%为肺炎,33%为其他诊断。季节性流感的直接成本每年总计为 2200 万美元,其中包括药品和门诊服务的费用。预计每年平均损失的工作日为 793 000 个,导致生产力损失估计为 2.31 亿美元。自我报告的病假占间接总成本的约三分之一。在大流行期间,总成本可能会上升到 8 亿多美元。
流感给患者和社会带来了相当大的负担,间接成本大大超过了直接成本。流感相关并发症的成本和自我报告的病假的成本是流感经济负担的重要组成部分。