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Reweighting a Swedish health questionnaire survey using extensive population register and self-reported data for assessing and improving the validity of longitudinal associations.

Anton NilssonCarl BonanderUlf StrömbergCatarina CanivetPer-Olof ÖstergrenJonas Björk
Published in: PloS one (2021)
Overall, selective participation with respect to the observed factors was not strong enough to substantially alter the associations with self-assessed health. These results are consistent with an interpretation that SPHC has high validity, perhaps reflective of a relatively high participation rate. Since validity must be determined on a case-by-case basis, however, researchers should apply the same method to other health cohorts to assess and potentially improve the validity.
Keyphrases
  • healthcare
  • public health
  • mental health
  • cross sectional
  • physical activity
  • health information
  • electronic health record
  • health promotion
  • machine learning
  • risk assessment