Evidence map›Paper›PMID 37561463›Full record

ArticleJAMA network open2023

Five-Year Trajectories of Prescription Opioid Use.

Natasa Gisev, Luke Buizen, Ria E Hopkins, Andrea L Schaffer, Benjamin Daniels, Chrianna Bharat, Timothy Dobbins, Sarah Larney, Fiona Blyth, David C Currow and 3 more

Abstract read
In one paragraph

Article in JAMA network open, 2023. 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
–field-weighted citation impact
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.

  1. Trial
  2. Article
  3. Article
  4. De-prescribing opioids among Medicaid patients with long-term opioid use.Journal of substance use and addiction treatment · 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

13 authors.

Natasa GisevNational Drug and Alcohol Research Centre, UNSW Sydney, Sydney, New South Wales, Australia.
Luke BuizenNational Drug and Alcohol Research Centre, UNSW Sydney, Sydney, New South Wales, Australia.
Ria E HopkinsNational Drug and Alcohol Research Centre, UNSW Sydney, Sydney, New South Wales, Australia.
Andrea L SchafferSchool of Population Health, Faculty of Medicine and Health, UNSW Sydney, Sydney, New South Wales, Australia.
Benjamin DanielsSchool of Population Health, UNSW Sydney, Sydney, New South Wales, Australia.
Chrianna BharatNational Drug and Alcohol Research Centre, UNSW Sydney, Sydney, New South Wales, Australia.
Timothy DobbinsSchool of Population Health, UNSW Sydney, Sydney, New South Wales, Australia.
Sarah LarneyDepartment of Family Medicine and Emergency Medicine and Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Université de Montréal, Montréal, Québec, Canada.
Fiona BlythSchool of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.
David C CurrowFaculty of Science, Medicine and Health, University of Wollongong, Wollongong, New South Wales, Australia.
Andrew WilsonMenzies Centre for Health Policy, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.
Sallie-Anne PearsonSchool of Population Health, UNSW Sydney, Sydney, New South Wales, Australia.
Louisa DegenhardtNational Drug and Alcohol Research Centre, UNSW Sydney, Sydney, New South Wales, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: There are known risks of using opioids for extended periods. However, less is known about the long-term trajectories of opioid use following initiation. Objective: To identify 5-year trajectories of prescription opioid use, and to examine the characteristics of each trajectory group. Design, Setting, and Participants: This population-based cohort study conducted in New South Wales, Australia, linked national pharmaceutical claims data to 10 national and state data sets to determine sociodemographic characteristics, clinical characteristics, drug use, and health services use. The cohort included adult residents (aged ≥18 years) of New South Wales who initiated a prescription opioid between July 1, 2003, and December 31, 2018. Statistical analyses were conducted from February to September 2022. Exposure: Dispensing of a prescription opioid, with no evidence of opioid dispensing in the preceding 365 days, identified from pharmaceutical claims data. Main Outcomes and Measures: The main outcome was the trajectories of monthly opioid use over 60 months from opioid initiation. Group-based trajectory modeling was used to classify these trajectories. Linked health care data sets were used to examine characteristics of individuals in different trajectory groups. Results: Among 3 474 490 individuals who initiated a prescription opioid (1 831 230 females [52.7%]; mean [SD] age, 49.7 [19.3] years), 5 trajectories of long-term opioid use were identified: very low use (75.4%), low use (16.6%), moderate decreasing to low use (2.6%), low increasing to moderate use (2.6%), and sustained use (2.8%). Compared with individuals in the very low use trajectory group, those in the sustained use trajectory group were older (age ≥65 years: 22.0% vs 58.4%); had more comorbidities, including cancer (4.1% vs 22.2%); had increased health services contact, including hospital admissions (36.9% vs 51.6%); had higher use of psychotropic (16.4% vs 42.4%) and other analgesic drugs (22.9% vs 47.3%) prior to opioid initiation, and were initiated on stronger opioids (20.0% vs 50.2%). Conclusions and relevance: Results of this cohort study suggest that most individuals commencing treatment with prescription opioids had relatively low and time-limited exposure to opioids over a 5-year period. The small proportion of individuals with sustained or increasing use was older with more comorbidities and use of psychotropic and other analgesic drugs, likely reflecting a higher prevalence of pain and treatment needs in these individuals.

Indexed as

Analgesics, OpioidOpioid-Related DisordersAdolescentAdultAgedCohort StudiesDrug PrescriptionsFemaleHumansMiddle AgedPharmaceutical PreparationsAnalgesics, OpioidPharmaceutical Preparations

Identifiers

PMID37561463
PMCPMC10415961

What OpenQuestion holds

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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.