Organizational Research Methods · 2012 · 398 citations · 79 references
Public HealthBiostatisticsExperimental DesignMeta-analysisOutcomes ResearchCumulative Meta-analysisPublication BiasSelection BiasStudy SelectionSubgroup AnalysisSystematic ReviewBegg And Mazumdar TestBegg's Rank Correlation TestContour PlotsContour-enhanced Funnel PlotCumulative Meta-regressionEgger's TestFunnel PlotsMeta-analytic Bias Assessment
Publication bias poses multiple threats to the accuracy of meta-analytically derived effect sizes and related statistics. Unfortunately, a review of the literature indicates that unlike meta-analytic reviews in medicine, research in the organizational sciences tends to pay little attention to this issue. In this article, the authors introduce advances in meta-analytic techniques from the medical and related sciences for a comprehensive assessment and evaluation of publication bias. The authors illustrate their use on a data set on employment interview validities. Using multiple methods, including contour-enhanced funnel plots, trim and fill, Egger’s test of the intercept, Begg and Mazumdar’s rank correlation, meta-regression, cumulative meta-analysis, and selection models, the authors find limited evidence of publication bias in the studied data.
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Bias in meta-analysis detected by a simple, graphical test
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Missing data: Our view of the state of the art.
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