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The consistency test may be too weak to be useful: Its systematic application would not improve effect size estimation in meta-analyses
Authors:Joachim Vandekerckhove  Maime Guan  Steven A Styrcula
Institution:University of California, Irvine, United States
Abstract:If the consistency test were used to select papers for inclusion in meta-analysis, the resulting estimates of true effect sizes would be no less biased. Increasing its detection rate at the risk of a higher false alarm rate biases the pooled effect size estimates more—not less—because papers reporting large effect sizes are less likely to be judged inconsistent.
Keywords:Meta-analysis
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