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Analyses of 'change scores' do not estimate causal effects in observational data.

Peter W G TennantKellyn F ArnoldGeorge T H EllisonMark S Gilthorpe
Published in: International journal of epidemiology (2021)
Future observational studies that seek causal-effect estimates should avoid analysing change scores and adopt alternative analytical strategies.
Keyphrases
  • electronic health record
  • current status
  • big data
  • cross sectional
  • liquid chromatography
  • artificial intelligence
  • deep learning