What Trainees Infer About Patients When Making Opioid Prescribing Decisions: A Qualitative Interview Study

Peter K Yi1, Melanie Kleid2, Justin Clapp3

  • 1From the Department of Anesthesiology and Critical Care, Duke University School of Medicine, Durham, NC.

A&A Practice
|January 20, 2026
PubMed
Summary

Anesthesiology trainees assess patients for opioid abuse risk using initial "red flags" and ongoing clinical judgment. Patient behaviors and socioeconomic factors complexly influence opioid prescribing decisions.

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