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metamedian: An R package for meta-analyzing studies reporting medians.

Sean McGrathXiaoFei ZhaoOmer OzturkStephan KatzenschlagerRussell SteeleAndrea Benedetti
Published in: Research synthesis methods (2023)
When performing an aggregate data meta-analysis of a continuous outcome, researchers often come across primary studies that report the sample median of the outcome. However, standard meta-analytic methods typically cannot be directly applied in this setting. In recent years, there has been substantial development in statistical methods to incorporate primary studies reporting sample medians in meta-analysis, yet there are currently no comprehensive software tools implementing these methods. In this paper, we present the metamedian R package, a freely available and open-source software tool for meta-analyzing primary studies that report sample medians. We summarize the main features of the software and illustrate its application through real data examples involving risk factors for a severe course of COVID-19.
Keyphrases
  • case control
  • systematic review
  • data analysis
  • coronavirus disease
  • sars cov
  • electronic health record
  • big data
  • randomized controlled trial
  • machine learning
  • meta analyses