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In this methodological evaluation of different heterogeneity variance parameter estimates for random effects meta-analysis, we aimed to compare different approaches, and quantify the effect of the heterogeneity measures. Outcomes addressed include binary outcomes, as well as continuous outcomes. (Master thesis: Stefania Iaquinto)