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Method for Testing Etiologic Heterogeneity Among Noncompeting Diagnoses, Applied to Impact of Perinatal Exposures on Autism and Attention Deficit Hyperactivity Disorder.

Amy E KalkbrennerCheng ZhengJustin YuTara E JensonThomas KuhlweinChristine Ladd-AcostaJakob GroveDiana Schendel
Published in: Epidemiology (Cambridge, Mass.) (2024)
Our method allowed the calculation of appropriate P values to test the strength of association, informing etiologic heterogeneity wherein two of these three risk factors exhibited different impacts across diagnostic subtypes. The method used all available data, avoided neurodevelopmental outcome misclassification, exhibited robust statistical precision, and is applicable to similar heterogeneous complex conditions using common diagnostic data with variable follow-up.
Keyphrases
  • attention deficit hyperactivity disorder
  • autism spectrum disorder
  • risk factors
  • single cell
  • electronic health record
  • big data
  • pregnant women
  • air pollution