Psychometrika · 2007 · 1.3K citations · 4 references
Public HealthBiostatisticsCausal InferenceMeta-analysisPsychometricsCorrelational ResearchHeterogeneity AssessmentModerator AnalysisPublication BiasStudy SelectionSystematic ReviewJob Performance AssessmentMeta-analysis BiasMeta-analytic Bias AssessmentMeta-analytic ComparisonPearson Correlation CoefficientPublication Bias CorrectionPublication Bias DetectionPublication Selection Bias
Each study that is published about the effect of an independent variable on a dependent one, or the strength of the relationship between two variables, constitutes only a single piece in a constantly growing body of evidence. For example, over one hundred studies have been carried out to determine the relationship between employment interview performance and job performance Each study yields a measure of the strength and direction of the association, typically in the form of a correlation coefficient. In some studies, the correlation coefficient is statistically significant, while others do not find a statistically significant association. To make sense of the often-conflicting results found in the literature, one can conduct a meta-analysis (e.g.
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Statistical Methods for Meta-Analysis.
P. R. Freeman, Larry V. Hedges, Ingram Olkin · Biometrics · 1986 · 4.8K citations
Synthesizing research: A guide for literature reviews, 3rd ed.
Helen Cooper · 1998 · 330 citations