Literature DB >> 28879547

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

Joseph A Boscarino1, Anne C Moorman2, Loralee B Rupp3, Yueren Zhou3, Mei Lu3, Eyasu H Teshale2, Stuart C Gordon3, Philip R Spradling2, Mark A Schmidt4, Connie Mah Trinacty5, Yuna Zhong2, Scott D Holmberg2, Deborah Holtzman2.   

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.

Entities:  

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

Mesh:

Year:  2017        PMID: 28879547      PMCID: PMC5675519          DOI: 10.1007/s10620-017-4714-8

Source DB:  PubMed          Journal:  Dig Dis Sci        ISSN: 0163-2116            Impact factor:   3.199


  29 in total

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2.  Medicare beneficiaries with depression: comparing diagnoses in claims data with the results of screening.

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Journal:  Psychiatr Serv       Date:  2011-10       Impact factor: 3.084

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Journal:  Arch Intern Med       Date:  1998-09-14

4.  ICD-9 diagnosis codes have poor sensitivity for identification of preexisting comorbidities in traumatic fracture patients: A study of the National Trauma Data Bank.

Authors:  Andre M Samuel; Adam M Lukasiewicz; Matthew L Webb; Daniel D Bohl; Bryce A Basques; Kimberly A Davis; Jonathan N Grauer
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5.  Toward a more complete understanding of the association between a hepatitis C sustained viral response and cause-specific outcomes.

Authors:  Hamish A Innes; Scott A McDonald; John F Dillon; Sam Allen; Peter C Hayes; David Goldberg; Peter R Mills; Stephen T Barclay; David Wilks; Heather Valerio; Ray Fox; Diptendu Bhattacharyya; Nicholas Kennedy; Judith Morris; Andrew Fraser; Adrian J Stanley; Peter Bramley; Sharon J Hutchinson
Journal:  Hepatology       Date:  2015-03-25       Impact factor: 17.425

6.  Development of the Alcohol Use Disorders Identification Test (AUDIT): WHO Collaborative Project on Early Detection of Persons with Harmful Alcohol Consumption--II.

Authors:  J B Saunders; O G Aasland; T F Babor; J R de la Fuente; M Grant
Journal:  Addiction       Date:  1993-06       Impact factor: 6.526

7.  Quantifying the fraction of cirrhosis attributable to alcohol among chronic hepatitis C virus patients: implications for treatment cost-effectiveness.

Authors:  Hamish A Innes; Sharon J Hutchinson; Stephen Barclay; Elaine Cadzow; John F Dillon; Andrew Fraser; David J Goldberg; Peter R Mills; Scott A McDonald; Judith Morris; Adrian Stanley; Peter Hayes
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Review 9.  Systematic review and assessment of validated case definitions for depression in administrative data.

Authors:  Kirsten M Fiest; Nathalie Jette; Hude Quan; Christine St Germaine-Smith; Amy Metcalfe; Scott B Patten; Cynthia A Beck
Journal:  BMC Psychiatry       Date:  2014-10-17       Impact factor: 3.630

10.  The Geisinger MyCode community health initiative: an electronic health record-linked biobank for precision medicine research.

Authors:  David J Carey; Samantha N Fetterolf; F Daniel Davis; William A Faucett; H Lester Kirchner; Uyenlinh Mirshahi; Michael F Murray; Diane T Smelser; Glenn S Gerhard; David H Ledbetter
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  11 in total

1.  Geographical Disparities of Outcomes of Hepatocellular Carcinoma in France: The Heavier Burden of Alcohol Compared to Hepatitis C.

Authors:  Charlotte E Costentin; Philippe Sogni; Bruno Falissard; Jean-Claude Barbare; Noelle Bendersky; Olivier Farges; Nathalie Goutte
Journal:  Dig Dis Sci       Date:  2019-07-25       Impact factor: 3.199

2.  Rising Rates of Severe Obesity in Adults Younger Than 50 Correspond to Rise in Hospitalizations for Non-malignant Gastrointestinal Disease.

Authors:  Arsheya Patel; Somashekar G Krishna; Kishan Patel; Darrell M Gray; Khalid Mumtaz; Peter P Stanich; Alice Hinton; Hisham Hussan
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3.  Natural language processing and machine learning to identify alcohol misuse from the electronic health record in trauma patients: development and internal validation.

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Review 4.  Long-Term Liver Disease, Treatment, and Mortality Outcomes Among 17,000 Persons Diagnosed with Chronic Hepatitis C Virus Infection: Current Chronic Hepatitis Cohort Study Status and Review of Findings.

Authors:  Anne C Moorman; Loralee B Rupp; Stuart C Gordon; Yuna Zhong; Jian Xing; Mei Lu; Joseph A Boscarino; Mark A Schmidt; Yihe G Daida; Eyasu H Teshale; Philip R Spradling; Scott D Holmberg
Journal:  Infect Dis Clin North Am       Date:  2018-06       Impact factor: 5.982

5.  Sofosbuvir-Based Regimens for Chronic Hepatitis C in a Well-Insured U.S. Population: Patient Characteristics, Treatment Adherence, Effectiveness, and Health Care Costs, 2013-2015.

Authors:  Shaoman Yin; Laurie Barker; Jianglan Z White; Ruth B Jiles
Journal:  J Manag Care Spec Pharm       Date:  2019-02

6.  Characterizing the Variation of Alcohol Cessation Pharmacotherapy in Primary Care.

Authors:  Eden Bernstein; Ning Guo; Toyomi Goto; Michael B Rothberg
Journal:  J Gen Intern Med       Date:  2021-01-29       Impact factor: 6.473

7.  Epidemiology of at-risk alcohol use and associated comorbidities of interest among community-dwelling older adults: a protocol for a systematic review.

Authors:  Maria Latanioti; Jean-Pierre Schuster; Joelle Rosselet Amoussou; Marie-Pierre F Strippoli; Armin von Gunten; Karsten Ebbing; Henk Verloo
Journal:  BMJ Open       Date:  2020-01-09       Impact factor: 2.692

8.  Trends in Psychiatric Hospitalization of Children and Adolescents in Spain between 2005 and 2015.

Authors:  Carlos Llanes-Álvarez; Jesús M Andrés-de Llano; Ana I Álvarez-Navares; M Teresa Pastor-Hidalgo; Carlos Roncero; Manuel A Franco-Martín
Journal:  J Clin Med       Date:  2019-12-02       Impact factor: 4.241

9.  Linkage to specialty care in the hepatitis C care cascade.

Authors:  Dena P Blanding; William P Moran; John Bian; Jingwen Zhang; Justin Marsden; Patrick D Mauldin; Don C Rockey; Andrew D Schreiner
Journal:  J Investig Med       Date:  2020-11-17       Impact factor: 2.895

10.  Publicly available machine learning models for identifying opioid misuse from the clinical notes of hospitalized patients.

Authors:  Brihat Sharma; Dmitriy Dligach; Kristin Swope; Elizabeth Salisbury-Afshar; Niranjan S Karnik; Cara Joyce; Majid Afshar
Journal:  BMC Med Inform Decis Mak       Date:  2020-04-29       Impact factor: 3.298

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