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Potential test-negative design study bias in outbreak settings: application to Ebola vaccination in Democratic Republic of Congo.

Carl A B PearsonW John EdmundsThomas J HladishRosalind M Eggo
Published in: International journal of epidemiology (2021)
Hybrid TND studies can resolve the design bias with conventional TND studies applied to outbreak and pandemic response testing data, if those efforts collect individuals' routes to testing. Without route to testing, other epidemiological data will be required to estimate the magnitude of potential bias in a conventional TND study. Since these studies may need to be conducted retrospectively, public health responses should obtain these data, and generic protocols for outbreak and pandemic response studies should emphasize the need to record routes to testing.
Keyphrases
  • public health
  • case control
  • electronic health record
  • coronavirus disease
  • big data
  • machine learning
  • risk assessment
  • human health
  • quality improvement