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Meta-analysis with sample-standardization in multi-site studies.

Di ShuMichael A Webster-ClarkRobert W PlattSengwee Toh
Published in: Pharmacoepidemiology and drug safety (2022)
Sample-standardization is a valid approach to generate causal inference in multi-site studies when the target population comprises all and only all individuals within the network, even in the presence of heterogeneity of treatment effect by site. Multi-site studies should clearly specify the target population and estimand to help select the most appropriate meta-analytic methods.
Keyphrases
  • case control
  • systematic review
  • single cell
  • randomized controlled trial
  • combination therapy
  • network analysis