A substantial number of drug deaths in the United States have been associated with inadvertent overdose of prescription opioids. This commentary explores contributors to iatrogenic opioid addiction, identifies patient characteristics that increase risk of drug dependence, and makes recommendations for education and research to improve safety of chronic pain management.