ArticleJournal of general internal medicine2021
Validity of Incident Opioid Use Disorder (OUD) Diagnoses in Administrative Data: a Chart Verification Study.
Article in Journal of general internal medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 58 papers, 4 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
58 citing papers in PubMed, 4 syntheses or guidelines pooled it, 73 citations in OpenAlex.
- Evidence-based framework for identifying opioid use disorder in administrative data: A systematic review and methodological development study.Pain medicine (Malden, Mass.) · 2026Pooled it
- Follow-up after ED visits for opioid use disorder: Do they reduce future overdoses?Journal of substance abuse treatment · 2022Pooled it
- Cross-ancestry meta-analysis of opioid use disorder uncovers novel loci with predominant effects in brain regions associated with addiction.Nature neuroscience · 2022Pooled it
- Pooled it
- Attributes of higher- and lower-performing hospitals in the Consult for Addiction Treatment and Care in Hospitals (CATCH) program implementation: A multiple-case study.Journal of substance use and addiction treatment · 2025Trial
- Social determinants of health associated with newly documented opioid-related postpartum readmissions.Pregnancy (Hoboken, N.J.) · 2026Article
- Opioid Use Disorder and Evidence-Based Care Among Medicaid-Enrolled Youths.JAMA network open · 2026Article
- Geographic Availability and Use of Medications for Opioid Use Disorder Among Medicaid Enrollees.JAMA health forum · 2026Article
- Estimating community-level prevalence of opioid use disorder: Extrapolating from Medicaid claims data and other publicly available data sources in Ohio, USA.Addiction (Abingdon, England) · 2026Article
- Does Combined Stimulant and Psychosocial Treatment in Childhood Attention-Deficit/Hyperactivity Disorder Protect Against Future Substance Use?JAACAP open · 2025Article
- The association of opioid prescribing continuity and the risk of opioid use disorder among older adults.Drug and alcohol dependence · 2025Article
- Opioid Tapering and Opioid Overdose, Opioid Use Disorder, and Mortality Among Older Adults: A Nested Case-Control Study.Journal of general internal medicine · 2025Article
- Quantifying the Burden of Opioid Use Disorder and Non-fatal Opioid Overdose in American Indian and Alaskan Native Populations Using the Cerner Real-World Data™ Database.Journal of racial and ethnic health disparities · 2025Article
- Receipt of addiction treatment after nonfatal opioid overdose and risk of subsequent overdose: A retrospective cohort study.Drug and alcohol dependence · 2025Article
- Diagnosis and coding of opioid misuse: a systematic scoping review and implementation framework.Pain medicine (Malden, Mass.) · 2025Article
- Cannabis Legalization and Opioid Use Disorder in Veterans Health Administration Patients.JAMA health forum · 2025Article
- Use of Medications for Opioid Use Disorder in Older Adults.American journal of preventive medicine · 2025Article
- Psychiatric and racial/ethnic differences in incident and long-term benzodiazepine use: A commercial healthcare claims study.Journal of psychiatric research · 2025Article
- Receipt of medications for opioid use disorder among rural and urban veterans health administration patients.Drug and alcohol dependence reports · 2025Article
- Cross sectional analysis of an addiction consultation service, substance co-use patterns, and receipt of medications for opioid use disorder during hospitalization.Journal of substance use and addiction treatment · 2024Article
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundAn important strategy to address the opioid overdose epidemic involves identifying people at elevated risk of overdose, particularly those with opioid use disorder (OUD). However, it is unclear to what degree OUD diagnoses in administrative data are inaccurate.
objectiveTo estimate the prevalence of inaccurate diagnoses of OUD among patients with incident OUD diagnoses. SUBJECTS: A random sample of 90 patients with incident OUD diagnoses associated with an index in-person encounter between October 1, 2016, and June 1, 2018, in three Veterans Health Administration medical centers.
designDirect chart review of all encounter notes, referrals, prescriptions, and laboratory values within a 120-day window before and after the index encounter. Using all available chart data, we determined whether the diagnosis of OUD was likely accurate, likely inaccurate, or of indeterminate accuracy. We then performed a bivariate analysis to assess demographic or clinical characteristics associated with likely inaccurate diagnoses. KEY
resultsWe identified 1337 veterans with incident OUD diagnoses. In the chart verification subsample, we assessed 26 (29%) OUD diagnoses as likely inaccurate; 20 due to systems error and 6 due to clinical error; additionally, 8 had insufficient information to determine accuracy. Veterans with likely inaccurate diagnoses were more likely to be younger and prescribed opioids for pain. Clinical settings associated with likely inaccurate diagnoses were non-mental health clinical settings, group visits, and non-patient care settings.
conclusionsOur study identified significant levels of likely inaccurate OUD diagnoses among veterans with incident OUD diagnoses. The majority of these cases reflected readily addressable systems errors. The smaller proportion due to clinical errors and those with insufficient documentation may be addressed by increased training for clinicians. If these inaccuracies are prevalent throughout the VHA, they could complicate health services research and health systems responses.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.