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The use of fixed study main effects in arm-based network meta-analysis.

Hans-Peter PiephoLaurence V MaddenEmlyn R Williams
Published in: Research synthesis methods (2024)
Methods of network meta-analysis (NMA) can be classified as arm-based and contrast-based approaches. There are several arm-based approaches, and some of these have been criticized because they recover inter-study information and hence do not obey the principle of concurrent control. Here, we point out that recovery of inter-study information in arm-based NMA can be prevented by fitting a fixed main effect for studies. Advantages of arm-based NMA are discussed.
Keyphrases
  • systematic review
  • healthcare
  • magnetic resonance
  • magnetic resonance imaging
  • case control
  • meta analyses
  • computed tomography
  • health information
  • social media
  • network analysis