Evidence map›Paper›PMID 35351208›Full record

ArticleJournal of pharmaceutical policy and practice2022

Trends in dispensing of individual prescription opioid formulations, Canada 2005-2020.

Wayne Jones, Ridhwana Kaoser, David Rudoler, Benedikt Fischer

Open access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
1.4field-weighted citation impact, top 20% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 7 citations in OpenAlex.

  1. 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 · 2025
    Article
  2. Article
  3. 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 · 2025
    Article
  4. Effect of emergency department opioid prescribing on health outcomes.CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne · 2025
    Article
  5. Article
  6. Article
  7. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors at 2 institutions in 2 countries.

Wayne JonesCentre for Applied Research in Mental Health and Addiction (CARMHA), Faculty of Health Sciences, Simon Fraser University, Suite 2400, 515 W. Hastings Street, Vancouver, BC, V6B5K3, Canada.
Ridhwana KaoserCentre for Applied Research in Mental Health and Addiction (CARMHA), Faculty of Health Sciences, Simon Fraser University, Suite 2400, 515 W. Hastings Street, Vancouver, BC, V6B5K3, Canada.
David RudolerFaculty of Health Sciences, University of Ontario Institute of Technology, 2000 Simcoe Street North, Oshawa, ON, L1H 7K4, Canada.
Benedikt FischerCentre for Applied Research in Mental Health and Addiction (CARMHA), Faculty of Health Sciences, Simon Fraser University, Suite 2400, 515 W. Hastings Street, Vancouver, BC, V6B5K3, Canada. bfischer@sfu.ca.ORCID http://orcid.org/0000-0002-2186-4030
Simon Fraser University · CAOntario Tech University · CA

Funding

CIHR SAF-94814
6 · The paper itself

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.

Indexed as

CanadaDispensingFormulationsInterventionsOpioids

Identifiers

PMID35351208
PMCPMC8966300
OpenAlexW4220795329

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.