Staging and clean room: Constructs designed to facilitate transparency and reduce bias in comparative analyses of real-world data.

Paul MuntnerRohini K HernandezShia T KentJames E BrowningDavid T GilbertsonKathleen E HurwitzSusan S Jick Edward Chia-Cheng LaiTimothy L LashKeri L MondaKenneth J RothmanBrian D BradburyM Alan Brookhart

Published in: Pharmacoepidemiology and drug safety (2024)

The staging and clean room constructs are intended to protect the integrity and enhance confidence in the results of analyses of RWD.

Keyphrases

lymph node
pet ct
electronic health record
big data
data analysis