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A simple method for principal strata effects when the outcome has been truncated due to death.

机译:当结局因死亡而被截断时,一种简单的主要层效应方法。

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摘要

In randomized trials with follow-up, outcomes such as quality of life may be undefined for individuals who die before the follow-up is complete. In such settings, restricting analysis to those who survive can give rise to biased outcome comparisons. An alternative approach is to consider the "principal strata effect" or "survivor average causal effect" (SACE), defined as the effect of treatment on the outcome among the subpopulation that would have survived under either treatment arm. The authors describe a very simple technique that can be used to assess the SACE. They give both a sensitivity analysis technique and conditions under which a crude comparison provides a conservative estimate of the SACE. The method is illustrated using data from the ARDSnet (Acute Respiratory Distress Syndrome Network) clinical trial comparing low-volume ventilation and traditional ventilation methods for individuals with acute respiratory distress syndrome.
机译:在进行随访的随机试验中,对于在随访完成前死亡的患者,生活质量等结果可能不确定。在这种情况下,将分析局限于生存者可能会导致结果比较有偏差。另一种方法是考虑“主要阶层效应”或“幸存者平均因果效应”(SACE),其定义为治疗对在任一治疗分支下均会幸存的亚人群中结局的影响。作者描述了一种非常简单的技术,可用于评估SACE。他们提供了灵敏度分析技术和条件,在此条件下粗略比较可提供SACE的保守估计。使用来自ARDSnet(急性呼吸窘迫综合征网络)临床试验的数据说明了该方法,该数据比较了小容量通气和传统通气方法对急性呼吸窘迫综合征患者的影响。

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