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Validity of Internet-based longitudinal study data: the elephant in the virtual room.

Carys A PughKim M SummersB Mark C BronsvoortIan G HandelDylan Neil Clements
Published in: Journal of medical Internet research (2015)
Our study highlighted how the theory underpinning online questionnaire design and validation translates into practical data issues when applied to Internet-based studies. Validation should be regarded as an extension of questionnaire design, and that validation work should commence as soon as sufficient data are available. We believe that validation is a crucial step and hope our suggested guidelines will help facilitate validation of other Internet-based cohort studies.
Keyphrases
  • health information
  • electronic health record
  • big data
  • healthcare
  • social media
  • cross sectional
  • machine learning
  • psychometric properties
  • case control