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Self-controlled designs in pharmacoepidemiology involving electronic healthcare databases: a systematic review.

Nathalie GaultJohann Castañeda-SanabriaYann De RyckeSylvie GuilloStéphanie FoulonFlorence Tubach
Published in: BMC medical research methodology (2017)
Self-controlled designs were not appropriately used in34% and 13% of the articles we reviewed that described a case-crossover or a self-controlled case series design, respectively. We encourage better use of these designs in situations in which major validity assumptions are fulfilled (i.e., for which they are recommended), accounting for situations for which the design can be adapted.
Keyphrases
  • healthcare
  • finite element analysis
  • open label
  • clinical trial
  • machine learning
  • big data
  • health information
  • artificial intelligence