Comparison of ICD-9 Codes for Depression and Alcohol Misuse to Survey Instruments Suggests These Codes Should Be Used with Caution

Dig Dis Sci. 2017 Oct;62(10):2704-2712. doi: 10.1007/s10620-017-4714-8. Epub 2017 Sep 6.

Abstract

Background: Research suggests depression and alcohol misuse are highly prevalent among chronic hepatitis C (CHC) patients, which is of clinical concern.

Aims: To compare ICD-9 codes for depression and alcohol misuse to validated survey instruments.

Methods: Among CHC patients, we assessed how well electronic ICD-9 codes for depression and alcohol misuse predicted these disorders using validated instruments.

Results: Of 4874 patients surveyed, 56% were male and 52% had a history of injection drug use. Based on the PHQ-8, the prevalence of depression was 30% compared to 14% based on ICD-9 codes within 12 months of survey, 37% from ICD-9 codes any time before or within 12 months after survey, and 48% from ICD-9 codes any time before or within 24 months after survey. ICD-9 codes predicting PHQ-8 depression had a sensitivity ranging from 59 to 88% and a specificity ranging from 33 to 65%. Based on the AUDIT-C, the prevalence of alcohol misuse was 21% compared to 3-23% using ICD-9 codes. The sensitivity of ICD-9 codes to predict AUDIT-C score ranged from 9 to 35% and specificity from 80 to 98%. Overall 39% of patients reported ever binge drinking, with a sensitivity of ICD-9 to predict binge drinking ranging from 7 to 33% and a specificity from 84 to 98%. More than half of patients had either an ICD-9 code for depression, a survey score indicating depression, or both (59%); more than one-third had the same patterns for alcohol misuse (36%).

Conclusions: ICD-9 codes were limited in predicting current depression and alcohol misuse, suggesting that caution should be exercised when using ICD-9 codes to assess depression or alcohol misuse among CHC patients.

Keywords: AUDIT-C; Alcohol misuse; Depression; Hepatitis C; ICD-9 codes; PHQ-8.

Publication types

  • Comparative Study
  • Research Support, U.S. Gov't, P.H.S.
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Alcoholism / classification*
  • Alcoholism / diagnosis
  • Alcoholism / epidemiology*
  • Data Mining / methods*
  • Depression / classification*
  • Depression / diagnosis
  • Depression / epidemiology*
  • Electronic Health Records
  • Female
  • Health Surveys
  • Hepatitis C, Chronic / classification*
  • Hepatitis C, Chronic / diagnosis
  • Hepatitis C, Chronic / epidemiology*
  • Humans
  • International Classification of Diseases*
  • Male
  • Middle Aged
  • Prevalence
  • Time Factors
  • United States / epidemiology
  • Young Adult