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The impact of underreported infections on vaccine effectiveness estimates derived from retrospective cohort studies.

Chiara SaccoMattia ManicaValentina MarzianoMassimo FabianiAlberto Mateo-UrdialesGiorgio GuzzettaStefano MerlerPatrizio Pezzotti
Published in: International journal of epidemiology (2024)
In observational studies, high attack rates or differences in underreporting between vaccinated and unvaccinated may result in biased VE estimates. This study underscores the critical importance of monitoring data quality and understanding biases in observational studies, to more adequately inform public health decisions.
Keyphrases
  • public health
  • randomized controlled trial
  • systematic review
  • electronic health record
  • cross sectional
  • big data
  • machine learning
  • global health
  • deep learning