Benjamin C Sun1, Nicoleta Lupulescu-Mann2, Christina J Charlesworth2, Hyunjee Kim2, Daniel M Hartung3, Richard A Deyo4, K John McConnell5. 1. Center for Policy Research-Emergency Medicine, Department of Emergency Medicine, Oregon Health & Science University, Portland, OR. Electronic address: sunb@ohsu.edu. 2. Center for Health Systems Effectiveness, Oregon Health & Science University, Portland, OR. 3. College of Pharmacy, Oregon State University, Oregon Health & Science University, Portland, OR. 4. Department of Family Medicine, Department of Medicine and Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, Portland, OR. 5. Center for Policy Research-Emergency Medicine, Department of Emergency Medicine, Oregon Health & Science University, Portland, OR; Center for Health Systems Effectiveness, Oregon Health & Science University, Portland, OR.
Abstract
STUDY OBJECTIVE: The link between prescription opioid shopping and overdose events is poorly understood. We test the hypothesis that a history of prescription opioid shopping is associated with increased risk of overdose events. METHODS: This is a secondary analysis of a linked claims and controlled substance dispense database. We studied adult Medicaid beneficiaries in 2014 with prescription opioid use in the 6 months before an ambulatory care or emergency department visit with a pain-related diagnosis. The primary outcome was a nonfatal overdose event within 6 months of the cohort entry date. The exposure of interest (opioid shopping) was defined as having opioid prescriptions by different prescribers with greater than or equal to 1-day overlap and filled at 3 or more pharmacies in the 6 months before cohort entry. We used a propensity score to match shoppers with nonshoppers in a 1:1 ratio. We calculated the absolute difference in outcome rates between shoppers and nonshoppers. RESULTS: We studied 66,328 patients, including 2,571 opioid shoppers (3.9%). There were 290 patients (0.4%) in the overall cohort who experienced a nonfatal overdose. In unadjusted analyses, shoppers had higher event rates than nonshoppers (rate difference of 4.4 events per 1,000; 95% confidence interval 0.8 to 7.9). After propensity score matching, there were no outcome differences between shoppers and nonshoppers (rate difference of 0.4 events per 1,000; 95% confidence interval -4.7 to 5.5). These findings were robust to various definitions of opioid shoppers and look-back periods. CONCLUSION: Prescription opioid shopping is not independently associated with increased risk of overdose events.
STUDY OBJECTIVE: The link between prescription opioid shopping and overdose events is poorly understood. We test the hypothesis that a history of prescription opioid shopping is associated with increased risk of overdose events. METHODS: This is a secondary analysis of a linked claims and controlled substance dispense database. We studied adult Medicaid beneficiaries in 2014 with prescription opioid use in the 6 months before an ambulatory care or emergency department visit with a pain-related diagnosis. The primary outcome was a nonfatal overdose event within 6 months of the cohort entry date. The exposure of interest (opioid shopping) was defined as having opioid prescriptions by different prescribers with greater than or equal to 1-day overlap and filled at 3 or more pharmacies in the 6 months before cohort entry. We used a propensity score to match shoppers with nonshoppers in a 1:1 ratio. We calculated the absolute difference in outcome rates between shoppers and nonshoppers. RESULTS: We studied 66,328 patients, including 2,571 opioid shoppers (3.9%). There were 290 patients (0.4%) in the overall cohort who experienced a nonfatal overdose. In unadjusted analyses, shoppers had higher event rates than nonshoppers (rate difference of 4.4 events per 1,000; 95% confidence interval 0.8 to 7.9). After propensity score matching, there were no outcome differences between shoppers and nonshoppers (rate difference of 0.4 events per 1,000; 95% confidence interval -4.7 to 5.5). These findings were robust to various definitions of opioid shoppers and look-back periods. CONCLUSION: Prescription opioid shopping is not independently associated with increased risk of overdose events.
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