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Joint synthesis of conditionally related multiple outcomes makes better use of data than separate meta-analyses.

Sumayya AnwerA E AdesSofia Dias
Published in: Research synthesis methods (2019)
Multiple outcomes should be synthesised together where possible, taking account of their structural relationships. This generates an internally coherent analysis, suitable for decision making, in which estimates of each of the treatment effects are based on all available evidence (direct and indirect). Separate meta-analyses of each outcome have none of these properties.
Keyphrases
  • meta analyses
  • systematic review
  • randomized controlled trial
  • type diabetes
  • big data
  • combination therapy
  • deep learning
  • insulin resistance
  • drug induced
  • data analysis