Trial sequential analysis may establish when firm evidence is reached in cumulative meta-analysis

荟萃分析 虚假关系 样本量测定 出版偏见 统计 随机对照试验 置信区间 医学 内科学 数学
作者
Jørn Wetterslev,Kristian Thorlund,Jesper Brok,Christian Gluud
出处
期刊:Journal of Clinical Epidemiology [Elsevier BV]
卷期号:61 (1): 64-75 被引量:1787
标识
DOI:10.1016/j.jclinepi.2007.03.013
摘要

Cumulative meta-analyses are prone to produce spurious P<0.05 because of repeated testing of significance as trial data accumulate. Information size in a meta-analysis should at least equal the sample size of an adequately powered trial. Trial sequential analysis (TSA) corresponds to group sequential analysis of a single trial and may be applied to meta-analysis to evaluate the evidence.Six randomly selected neonatal meta-analyses with at least five trials reporting a binary outcome were examined. Low-bias heterogeneity-adjusted information size and information size determined from an assumed intervention effect of 15% were calculated. These were used for constructing trial sequential monitoring boundaries. We assessed the cumulative z-curves' crossing of P=0.05 and the boundaries.Five meta-analyses showed early potentially spurious P<0.05 values. In three significant meta-analyses the cumulative z-curves crossed both boundaries, establishing firm evidence of an intervention effect. In two nonsignificant meta-analyses the cumulative z-curves crossed P=0.05, but never the boundaries, demonstrating early potentially spurious P<0.05 values. In one nonsignificant meta-analysis the cumulative z-curves never crossed P=0.05 or the boundaries.TSAs may establish when firm evidence is reached in meta-analysis.
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