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Investigating the Heterogeneity of "Study Twins".

Christian RöverTim Friede
Published in: Biometrical journal. Biometrische Zeitschrift (2024)
Meta-analyses are commonly performed based on random-effects models, while in certain cases one might also argue in favor of a common-effect model. One such case may be given by the example of two "study twins" that are performed according to a common (or at least very similar) protocol. Here we investigate the particular case of meta-analysis of a pair of studies, for example, summarizing the results of two confirmatory clinical trials in phase III of a clinical development program. Thereby, we focus on the question of to what extent homogeneity or heterogeneity may be discernible and include an empirical investigation of published ("twin") pairs of studies. A pair of estimates from two studies only provide very little evidence of homogeneity or heterogeneity of effects, and ad hoc decision criteria may often be misleading.
Keyphrases
  • clinical trial
  • phase iii
  • meta analyses
  • single cell
  • randomized controlled trial
  • systematic review
  • open label
  • case control
  • resting state
  • functional connectivity
  • quality improvement
  • preterm birth