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Can the validity of a cohort be improved by reweighting based on register data? Evidence from the Swedish MDC study.

Anton NilssonCarl BonanderUlf StrömbergJonas Björk
Published in: BMC public health (2020)
Reweighting samples based on an extensive range of sociodemographic characteristics and previous hospitalizations does not necessarily yield results that are valid for the population as a whole. In the case of MDC, there appear to be important factors related to both mortality and selection into the study that are not observable in registry data, making it difficult to obtain accurate numbers on population mortality based on cohort participants. These issues seem less relevant for incidences and associations, however. Overall, our results suggest that representativeness must be judged on a case-by-case basis.
Keyphrases
  • cardiovascular events
  • cardiovascular disease
  • risk factors
  • high resolution
  • mass spectrometry
  • deep learning
  • data analysis
  • artificial intelligence