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Evidence synthesis and decision modelling to support complex decisions: stockpiling neuraminidase inhibitors for pandemic influenza usage

机译:证据综合和决策模型可支持复杂的决策:储备神经氨酸酶抑制剂用于大流行性流感

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>Objectives: The stockpiling of neuraminidase inhibitor (NAI) antivirals as a defence against pandemic influenza is a significant public health policy decision that must be made despite a lack of conclusive evidence from randomised controlled trials regarding the effectiveness of NAIs on important clinical end points such as mortality. The objective of this study was to determine whether NAIs should be stockpiled for treatment of pandemic influenza on the basis of current evidence. >Methods: A decision model for stockpiling was designed. Data on previous pandemic influenza epidemiology was combined with data on the effectiveness of NAIs in reducing mortality obtained from a recent individual participant meta-analysis using observational data. Evidence synthesis techniques and a bias modelling method for observational data were used to incorporate the evidence into the model. The stockpiling decision was modelled for adults (≥16 years old) and the United Kingdom was used as an example. The main outcome was the expected net benefits of stockpiling in monetary terms. Health benefits were estimated from deaths averted through stockpiling. >Results: After adjusting for biases in the estimated effectiveness of NAIs, the expected net benefit of stockpiling in the baseline analysis was £444 million, assuming a willingness to pay of £20,000/QALY ($31,000/QALY). The decision would therefore be to stockpile NAIs. There was a greater probability that the stockpile would not be utilised than utilised. However, the rare but catastrophic losses from a severe pandemic justified the decision to stockpile. >Conclusions: Taking into account the available epidemiological data and evidence of effectiveness of NAIs in reducing mortality, including potential biases, a decision maker should stockpile anti-influenza medication in keeping with the postulated decision rule.
机译:>目标:储备神经氨酸酶抑制剂(NAI)抗病毒药以抗击大流行性流感是一项重大的公共卫生政策决定,尽管缺乏有关NAI有效性的随机对照试验的确凿证据,重要的临床终点,例如死亡率。这项研究的目的是根据现有证据确定是否应储备NAI来治疗大流行性流感。 >方法:设计了一个库存决策模型。最近的大流行性流感流行病学数据与NAI在降低死亡率方面的有效性数据相结合,该数据是从最近使用观察数据进行的个体参与者荟萃分析中获得的。证据综合技术和用于观测数据的偏差建模方法用于将证据合并到模型中。对成人(≥16岁)的库存决策建模,并以英国为例。主要结果是按货币计算的库存预期净收益。估计的健康益处来自因避免储存而造成的死亡。 >结果:在调整了NAI的估计有效性偏差之后,假设愿意支付20,000英镑/每QALY(31,000美元/ QALY),在基线分析中,预期的库存净收益为4.44亿英镑。 。因此,将决定储存NAI。不使用未使用的库存的可能性更大。但是,由于严重的大流行而造成的罕见但灾难性的损失证明了储存的合理性。 >结论:考虑到可用的流行病学数据和NAI在降低死亡率(包括潜在偏见)方面的有效性的证据,决策者应根据假定的决策规则储备抗流感药物。

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