Do physician perceptions of patient “deservingness” factor into the decision to prescribe opioid analgesics? Using a data set of 398 physicians randomly selected from the American College of Emergency Physicians (ACEP) membership list, we explore how a range of patient social context variables influence a physician's decision to prescribe opioids for three conditions: ankle fracture, back pain, and migraine headache. Being hurt running from the police, former and current drug or alcohol use, and frequent emergency room (ER) visits reduce the likelihood of opioid prescription. Having a reliable relationship with a primary care provider and being injured in a ladder fall or intramural collegiate basketball game increase the likelihood of opioid prescription. Factor analyses for each of the three conditions reveal two scales: socially stigmatizing characteristics and socially accepted characteristics. Discussion centers on what places people at risk for inadequate pain control. Our work contributes to the expanding literature on social conditions as a fundamental cause of illness.

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