Nelson Jennifer Clark, Jackson Michael L, Weiss Noel S, Jackson Lisa A
Group Health Center for Health Studies, Seattle, WA 98101, USA.
J Clin Epidemiol. 2009 Jul;62(7):687-94. doi: 10.1016/j.jclinepi.2008.06.014. Epub 2009 Jan 4.
The magnitude of the benefit of influenza vaccine among elderly individuals has been recently debated. Existing vaccine effectiveness estimates derive primarily from observational studies, which may be biased. In this paper, we provide a methodological examination of the potential sources of bias in observational studies of influenza vaccine effectiveness in seniors and propose design and analysis strategies to reduce bias in future studies.
We draw parallels to bias documented in observational studies of therapies in other areas of medical research including pharmacoepidemiology, discuss reasons why existing adjustment methods in influenza studies may not adequately control for the bias, and evaluate statistical approaches that may yield more accurate estimation of influenza vaccine effectiveness.
There is strong evidence for the presence of bias in existing observational estimates of influenza vaccine effectiveness in the elderly and the failure of current adjustment methods to reduce bias.
Promising approaches for reducing bias include obtaining more accurate information on confounders, such as functional status, avoiding all-cause death in favor of outcomes, such as pneumonia or influenza-related pneumonia, and evaluating the extent to which bias is reduced by these and other methods using the 'control' period before influenza season.
近期,流感疫苗对老年人的益处程度一直存在争议。现有的疫苗有效性估计主要来自观察性研究,而这些研究可能存在偏差。在本文中,我们对老年人流感疫苗有效性观察性研究中潜在偏差来源进行了方法学检验,并提出设计和分析策略以减少未来研究中的偏差。
我们将其与医学研究其他领域(包括药物流行病学)中治疗方法观察性研究中记录的偏差进行类比,讨论流感研究中现有调整方法可能无法充分控制偏差的原因,并评估可能更准确估计流感疫苗有效性的统计方法。
有充分证据表明,现有老年人流感疫苗有效性观察性估计存在偏差,且当前调整方法未能减少偏差。
减少偏差的有前景的方法包括获取关于混杂因素(如功能状态)的更准确信息,避免使用全因死亡而采用如肺炎或流感相关肺炎等结局,以及利用流感季节前的“对照”期评估这些方法和其他方法减少偏差的程度。