1. Identifying problematic opioid use in electronic health record data: Are we looking in the right place?
- Author
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Schirle, Lori, Kwun, Shinwho, Suh, Ashley, Sanchez-Roige, Sandra, Jeffery, Alvin D, and Samuels, David C
- Subjects
Health Services and Systems ,Biomedical and Clinical Sciences ,Health Sciences ,Clinical Research ,Patient Safety ,Pain Research ,Chronic Pain ,Generic health relevance ,Good Health and Well Being ,Humans ,Electronic Health Records ,Analgesics ,Opioid ,Retrospective Studies ,Opioid-Related Disorders ,Clinical Sciences ,Public Health and Health Services ,Cognitive Sciences ,Anesthesiology ,Clinical sciences ,Pharmacology and pharmaceutical sciences ,Health services and systems - Abstract
ObjectiveTo examine the value of data obtained outside of regular healthcare visits (clinical communications) to detect problematic opioid use in electronic health records (EHRs).DesignA retrospective cohort study.ParticipantsChronic pain patient records in a large academic medical center.InterventionsWe compared evidence for problematic opioid use in (1) clinic notes, (2) clinical communications, and (3) full EHR data. We analyzed keyword counts and calculated concordance and Cohen's κ between data sources.Main outcome measureEvidence of problematic opioid use in EHR defined as none, some, or high.ResultsTwenty-six percent of records were discordant in determination of problematic opioid use between clinical communications and clinic notes. Of these, 54 percent detected more evidence in clinical communications, and 46 percent in clinic notes. Compared to full EHR review, clinic notes exhibited higher concordance (78 percent; κ = 0.619) than clinical communications (60 percent; κ = 0.290).ConclusionClinical communications are a valuable addition to opioid EHR research.
- Published
- 2023