Doctor Shopping Behavior and the Diversion of Prescription Opioids
- PMID: 28469426
- PMCID: PMC5398712
- DOI: 10.1177/1178221817696077
Doctor Shopping Behavior and the Diversion of Prescription Opioids
Erratum in
-
Erratum.Subst Abuse. 2018 Apr 11;11:1178221817724034. doi: 10.1177/1178221817724034. eCollection 2017. Subst Abuse. 2018. PMID: 35173436 Free PMC article.
Abstract
Objectives: "Doctor shopping" as a means of prescription opioid diversion is examined. The number and percentage of prescriptions and morphine-equivalent milligrams diverted in this manner are estimated by state and molecule for the period 2008-2012.
Methods: Eleven billion prescriptions with unique patient, doctor, and pharmacy identifiers were used to construct diversion "events" that involved between 1 and 6 unique doctors and between 1 and 6 unique pharmacies. Diversion thresholds were established based on the probability of each contingency.
Results: A geographically widespread decline occurred between 2008 and 2012. The number of prescriptions diverted fell from approximately 4.30 million (1.75% of all prescriptions) in 2008 to approximately 3.37 million (1.27% of all prescriptions) in 2012, and the number of morphine-equivalent milligrams fell from approximately 6.55 metric tons (2.95% of total metric tons) in 2008 to approximately 4.87 metric tons (2.19% of total metric tons) in 2012.
Conclusions: Diversion control efforts have likely been effective. But given increases in opioid-related deaths, opioid-related drug treatment admissions, and the more specific resurgence of heroin-related events, it is clear that additional public health measures are required.
Keywords: Doctor shopping; prescription diversion; prescription opioid diversion; prescription opioids.
Conflict of interest statement
DECLARATION OF CONFLICTING INTERESTS: The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Figures
Similar articles
-
Decreased diversion by doctor-shopping for a reformulated extended release oxycodone product (OxyContin).Drug Alcohol Depend. 2016 Aug 1;165:221-8. doi: 10.1016/j.drugalcdep.2016.06.009. Epub 2016 Jun 16. Drug Alcohol Depend. 2016. PMID: 27372220
-
Assessment of Prescriber and Pharmacy Shopping Among the Family Members of Patients Prescribed Opioids.JAMA Netw Open. 2019 May 3;2(5):e193673. doi: 10.1001/jamanetworkopen.2019.3673. JAMA Netw Open. 2019. PMID: 31074819 Free PMC article.
-
Assessing opioid shopping behaviour: a large cohort study from a medication dispensing database in the US.Drug Saf. 2012 Apr 1;35(4):325-34. doi: 10.2165/11596600-000000000-00000. Drug Saf. 2012. PMID: 22339505
-
Opioid epidemic in the United States.Pain Physician. 2012 Jul;15(3 Suppl):ES9-38. Pain Physician. 2012. PMID: 22786464 Review.
-
Fourth Wave of Opioid (Illicit Drug) Overdose Deaths and Diminishing Access to Prescription Opioids and Interventional Techniques: Cause and Effect.Pain Physician. 2022 Mar;25(2):97-124. Pain Physician. 2022. PMID: 35322965 Review.
Cited by
-
Exploring Opioid Prescription Patterns and Overdose Rates in South Carolina (2017-2021): Insights into Rising Deaths in High-Risk Areas.Healthcare (Basel). 2024 Jun 26;12(13):1268. doi: 10.3390/healthcare12131268. Healthcare (Basel). 2024. PMID: 38998803 Free PMC article.
-
Co-prescription network reveals social dynamics of opioid doctor shopping.PLoS One. 2019 Oct 25;14(10):e0223849. doi: 10.1371/journal.pone.0223849. eCollection 2019. PLoS One. 2019. PMID: 31652266 Free PMC article.
-
Opioid Prescribing Behaviors - Prescription Behavior Surveillance System, 11 States, 2010-2016.MMWR Surveill Summ. 2020 Jan 31;69(1):1-14. doi: 10.15585/mmwr.ss6901a1. MMWR Surveill Summ. 2020. PMID: 31999681 Free PMC article.
-
[Another "War on Drugs" : A war against addicts and a "roll-back" for patients needing opioids?].Schmerz. 2018 Jun;32(3):167-170. doi: 10.1007/s00482-018-0300-z. Schmerz. 2018. PMID: 29796766 German. No abstract available.
-
New means, new measures: assessing prescription drug-seeking indicators over 10 years of the opioid epidemic.Addiction. 2022 Jan;117(1):195-204. doi: 10.1111/add.15635. Epub 2021 Jul 27. Addiction. 2022. PMID: 34227707 Free PMC article.
References
-
- Substance Abuse and Mental Health Services Administration. Results from the 2012 National Survey on Drug Use and Health: Summary of National Findings (Detailed Tables). Rockville, MD: Department of Health and Human Services; 2015. HHS Publication No. (SMA) 13-4795, NSDUH Series H-46.
-
- Substance Abuse and Mental Health Services Administration Behavioral Health Trends in the United States: Results from the 2014 National Survey on Drug Use and Health. Rockville, MD: Department of Health and Human Services; 2015. HHS Publication No. (SMA) 15-4927, NSDUH Series H-50.
-
- Substance Abuse and Mental Health Services Administration. Drug Abuse Warning Network, 2011: National Estimates of Drug-Related Emergency Department Visits. Rockville, MD: Department of Health and Human Services; 2013. HHS Publication No. (SMA) 13-4760, DAWN Series D-39.
-
- Substance Abuse and Mental Health Services Administration. Treatment Episode Data Set—Admissions (TEDS-A)—Concatenated, 1992 to 2012. Ann Arbor, MI: Inter-University Consortium for Political and Social Research; 2015. ICPSR 25221.
-
- Substance Abuse and Mental Health Services Administration. National Admissions to Substance Abuse Treatment Services. Rockville, MD: Department of Health and Human Services; 2015. HHS Publication No. (SMA) XX-XXXX, BHSIS Series X-XX.
Publication types
LinkOut - more resources
Full Text Sources
Other Literature Sources