ArticleJournal of pharmaceutical policy and practice2022
Trends in dispensing of individual prescription opioid formulations, Canada 2005-2020.
Article in Journal of pharmaceutical policy and practice, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed, 7 citations in OpenAlex.
- Trends in prescription opioid use for pain in Canada: a population-based repeated cross-sectional study of 6 provinces.CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne · 2025Article
- Income-Based Disparities in Opioid Prescription Dispensing Among Public Drug Plan Beneficiaries in Canada from 2010 to 2018: A Population-Based and Sex-Stratified Retrospective Study.Drugs - real world outcomes · 2025Article
- The effects of a provincial opioid prescribing standard on prescribing for pain in adults: an interrupted time-series analysis.CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne · 2025Article
- Effect of emergency department opioid prescribing on health outcomes.CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne · 2025Article
- Opioid Utilisation in Hungary: National and Regional Analysis in Ambulatory and Hospital Care Sector.Journal of clinical medicine · 2025Article
- Reducing medical cannabis use risk among Veterans: A descriptive study.Harm reduction journal · 2025Article
- Pharmacists' prescribing of opioids in Nova Scotia under Health Canada's Controlled Drugs and Substances Act temporary exemption during the COVID-19 pandemic.Canadian pharmacists journal : CPJ = Revue des pharmaciens du Canada : RPCArticle
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 2 countries.
Funding
Abstract
backgroundCanada has experienced a distinctly bifurcated pattern of (strong) opioid utilization post-2000, with multifold increases rendering it one of the world's highest opioid consumption rates, followed by subsequent substantive declines since 2011/2012. Several interventions to control especially high-risk opioid use have been implemented post-2010 at different levels, yet with their effects assessed mostly for overall opioid utilization. Little knowledge exists for over-time patterns of individual opioid formulations.
methodsRaw information on community-based prescription opioid dispensing for years 2005-2020 were obtained from a large national database based on a stratified sample of 6500 retail pharmacies across Canada (IQVIA/Compuscript), These data were converted into Defined-Daily-Doses/1000 population/day (DDD/1000/day) for individual (strong and weak) opioid formulations-specifically: fentanyl, hydromorphone, hydrocodone, morphine, oxycodone, codeine-per standard methods. Descriptive data on individual opioid dispensing were computed, and segmented regression (or 'broken-stick') analysis was applied to the overtime dispensing towards assessing potentially significant 'breakpoints' interrupting linear utilization trends. Akaike information criterion (AIC) values were computed to assess the resulting models' quality-of-fit.
resultsFive of the six opioid formulations featured a lower dispensing level in 2020 compared with 2005, but mostly with peak values in years between, contributing to the overall inversion pattern. For five of the six opioid formulations, a three-segmented model emerged as the best fit for the dispensing observed; only hydrocodone presented a linear (downward) dispensing trend. Among the five interrupted trend models for individual formulations, four (fentanyl, morphine, oxycodone, codeine but not hydromorphone) indicated their initial breakpoint during 2011-2014 introducing a downward dispensing trend. Inconsistently, morphine also featured a recent breakpoint (2018) towards a dispensing increase.
conclusionsWhile all opioids showed marked declines, we found heterogeneous patterns of dispensing for individual opioid formulations. While we cannot estimate direct causal effects, opioid control interventions appear to have had differential impacts on dispensing of individual formulations. The earliest breakpoint occurred towards substantive decreases for oxycodone dispensing in 2011; subsequently, there were increases in dispensing of hydromorphone and fentanyl likely due to substitution effects, followed by across-the-board declines post-2015/2016. Recent 'safer opioid' distribution programs to reduce illicit/toxic opioid exposure linked with high levels of poisoning fatalities seem to fuel resurgences in select opioid (e.g., morphine) dispensing.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.