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Heterogeneity in Estimates of the Impact of Influenza on Population Mortality: A Systematic Review

机译:流感对人口死亡率影响的估计中的异质性:系统评价

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摘要

Influenza viruses are associated with a substantial global burden of morbidity and mortality every year. Estimates of influenza-associated mortality often vary between studies due to differences in study settings, methods, and measurement of outcomes. We reviewed 103 published articles assessing population-based influenza-associated mortality through searches of PubMed and Embase, and we identified considerable variation in the statistical methods used across studies. Studies using regression models with an influenza activity proxy applied 4 approaches to estimate influenza-associated mortality. The estimates increased with age and ranged widely, from −0.3–1.3 and 0.6–8.3 respiratory deaths per 100,000 population for children and adults, respectively, to 4–119 respiratory deaths per 100,000 population for older adults. Meta-regression analysis identified that study design features were associated with the observed variation in estimates. The estimates increased with broader cause-of-death classification and were higher for older adults than for children. The multiplier methods tended to produce lower estimates, while Serfling-type models were associated with higher estimates than other methods. No “average” estimate of excess mortality could reliably be made due to the substantial variability of the estimates, partially attributable to methodological differences in the studies. Standardization of methodology in estimation of influenza-associated mortality would permit improved comparisons in the future.
机译:每年,流感病毒与大量的全球发病率和死亡率相关。由于研究背景,方法和结果的不同,不同研究中与流感相关的死亡率的估算值通常会有所不同。我们审查了103篇发表的文章,通过搜索PubMed和Embase评估了与人群相关的与流感相关的死亡率,我们发现了跨研究使用的统计方法存在很大差异。使用带有流感活动代理的回归模型进行的研究应用了4种方法来估计与流感相关的死亡率。估计值随年龄增长而增加,范围从儿童和成人每10万人口的−0.3–1.3和0.6–8.3呼吸道死亡,到老年人的每10万人口的4–119呼吸道死亡。荟萃回归分析确定研究设计特征与观察到的估计差异相关。随着死亡原因分类的增加,估计数也增加,并且老年人比儿童高。乘数法趋向于产生较低的估计值,而Serfling型模型比其他方法具有较高的估计值。由于估算的实质性差异,因此无法可靠地做出超额死亡率的“平均”估算,这部分归因于研究方法的差异。估计与流感相关的死亡率的方法学标准化将使将来的比较得以改进。

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