JMIR Mental Health (May 2024)

Coding of Childhood Psychiatric and Neurodevelopmental Disorders in Electronic Health Records of a Large Integrated Health Care System: Validation Study

  • Jiaxiao M Shi,
  • Vicki Y Chiu,
  • Chantal C Avila,
  • Sierra Lewis,
  • Daniella Park,
  • Morgan R Peltier,
  • Darios Getahun

DOI
https://doi.org/10.2196/56812
Journal volume & issue
Vol. 11
pp. e56812 – e56812

Abstract

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Abstract BackgroundMental, emotional, and behavioral disorders are chronic pediatric conditions, and their prevalence has been on the rise over recent decades. Affected children have long-term health sequelae and a decline in health-related quality of life. Due to the lack of a validated database for pharmacoepidemiological research on selected mental, emotional, and behavioral disorders, there is uncertainty in their reported prevalence in the literature. ObjectivesWe aimed to evaluate the accuracy of coding related to pediatric mental, emotional, and behavioral disorders in a large integrated health care system’s electronic health records (EHRs) and compare the coding quality before and after the implementation of the International Classification of Diseases, Tenth Revision, Clinical ModificationICD-10-CM MethodsMedical records of 1200 member children aged 2-17 years with at least 1 clinical visit before the COVID-19 pandemic (January 1, 2012, to December 31, 2014, the ICD-9-CMICD-10-CMFJ ResultsThe overall agreement between the identification of mental, behavioral, and emotional conditions using diagnosis codes compared to medical record abstraction was strong and similar across the ICD-9-CMICD-10-CMFJ ConclusionsDiagnostic codes are quite reliable for identifying selected childhood mental, behavioral, and emotional conditions. The findings remained similar during the pandemic and after the implementation of the ICD-10-CM coding in the EHR system.