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Validation of a case definition for depression in administrative data against primary chart data as a reference standard.

Chelsea DoktorchikScott PattenCathy EastwoodMingkai PengGuanmin ChenCynthia A BeckNathalie JettéTyler WilliamsonHude Quan
Published in: BMC psychiatry (2019)
Sensitivity of the case definition is often moderate, and specificity is often high, possibly due to undercoding of depression. Limitations to this study include the use of FP charts data as the reference standard, given the potential for missed or incorrect depression diagnoses. These results suggest that that administrative data can be used as a source of information for both research and surveillance purposes, while remaining aware of these limitations.
Keyphrases
  • electronic health record
  • depressive symptoms
  • big data
  • public health
  • sleep quality
  • healthcare
  • data analysis
  • risk assessment
  • physical activity
  • climate change
  • artificial intelligence
  • human health
  • structural basis