Evidence map›Paper›PMID 32243330›Full record

SynthesisAnesthesiology2020

Persistent Postoperative Opioid Use: A Systematic Literature Search of Definitions and Population-based Cohort Study.

Naheed K Jivraj, Faizal Raghavji, Jennifer Bethell, Duminda N Wijeysundera, Karim S Ladha, Brian T Bateman, Mark D Neuman, Hannah Wunsch

Registry-linked trialOpen access · greenAbstract readSystematic Review
In one paragraph

Synthesis in Anesthesiology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07693270 (Identifying Biomarkers Related to Opioid Use and Pain Response Following Traumatic Injury and Surgery), which is not on this map. Cited by 75 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
75citing papers in PubMed, 5 pooled it
13.3field-weighted citation impact, top 1% 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.

NCT07693270 recruitingnot on this mapstarted 2026, after this paper: background citation

Identifying Biomarkers Related to Opioid Use and Pain Response Following Traumatic Injury and Surgery

TypeobservationalSponsorUniversity of California, San DiegoRan2026 to 2027Enrolled100ConditionsOpioid Use Disorder, Opioid Consumption, Persistent Opioid Use, Persistent Postsurgical Pain
3 · Its place in the literature

Who cites it

75 citing papers in PubMed, 5 syntheses or guidelines pooled it, 148 citations in OpenAlex.

  1. Pooled it
  2. Prolonged opioid use after surgery in children, adolescents, and young adults: a systematic review.Canadian journal of anaesthesia = Journal canadien d'anesthesie · 2025
    Pooled it
  3. Pooled it
  4. Pooled it
  5. Pooled it
  6. Trial
  7. Article
  8. Article
  9. Perioperative Opioid Use and Risk of Persistent Use After Common Otolaryngologic Procedures.Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery · 2026
    Article
  10. Article
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  13. Review
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15 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors at 4 institutions in 2 countries.

Naheed K JivrajFrom the Department of Anesthesiology and Pain Medicine (N.K.J., D.N.W., K.S.L., H.W.) Interdepartmental Division of Critical Care Medicine (H.W.), University of Toronto, Toronto, Canada the Institute of Health Policy Management and Evaluation, Toronto, Canada (N.K.J., D.N.W., K.S.L., H.W.) the University of Limerick, Limerick, Ireland (F.R.) the Sunnybrook Research Institute, Toronto, Canada (J.B., H.W.) the Department of Anesthesia and Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Canada (D.N.W., K.S.L.) the Department of Anesthesia, Perioperative, and Pain Medicine, and Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts (B.T.B.) the Department of Anesthesiology and Critical Care, Perelman School of Medicine and Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania (M.D.N.) the Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto, Canada (H.W.).
Faizal Raghavji
Jennifer Bethell
Duminda N Wijeysundera
Karim S Ladha
Brian T Bateman
Mark D Neuman
Hannah Wunsch
University of Limerick · IESunnybrook Health Science Centre · CASt. Michael's Hospital · CAUniversity of Toronto · CA

Funding

The Impact of Prescription Opioid Use on Pregnancy OutcomesR01DA044293 · NIDA · BRIGHAM AND WOMEN'S HOSPITAL · PI BATEMAN, BRIAN THOMAS · 2017 to 2020
$2.1M
Acute Pain Management and Long-term Opioid Use after SurgeryR01DA042299 · NIDA · SUNNYBROOK RESEARCH INSTITUTE · PI NEUMAN, MARK DAVID, WUNSCH, HANNAH · 2017 to 2020
$2.0M
CIHR 365432NIDA NIH HHS R01 DA042299NIDA NIH HHS R01 DA044293
6 · The paper itself

Abstract

backgroundWhile persistent opioid use after surgery has been the subject of a large number of studies, it is unknown how much variability in the definition of persistent use impacts the reported incidence across studies. The objective was to evaluate the incidence of persistent use estimated with different definitions using a single cohort of postoperative patients, as well as the ability of each definition to identify patients with opioid-related adverse events.

methodsThe literature was reviewed to identify observational studies that evaluated persistent opioid use among opioid-naive patients requiring surgery, and any definitions of persistent opioid use were extracted. Next, the authors performed a population-based cohort study of opioid-naive adults undergoing 1 of 18 surgical procedures from 2013 to 2017 in Ontario, Canada. The primary outcome was the incidence of persistent opioid use, defined by each extracted definition of persistent opioid use. The authors also assessed the sensitivity and specificity of each definition to identify patients with an opioid-related adverse event in the year after surgery.

resultsTwenty-nine different definitions of persistent opioid use were identified from 39 studies. Applying the different definitions to a cohort of 162,830 opioid-naive surgical patients, the incidence of persistent opioid use in the year after surgery ranged from 0.01% (n = 10) to 14.7% (n = 23,442), with a median of 0.7% (n = 1,061). Opioid-related overdose or diagnosis associated with opioid use disorder in the year of follow-up occurred in 164 patients (1 per 1,000 operations). The sensitivity of each definition to identify patients with the composite measure of opioid use disorder or opioid-related toxicity ranged from 0.01 to 0.36, while specificity ranged from 0.86 to 1.00.

conclusionsThe incidence of persistent opioid use reported after surgery varies more than 100-fold depending on the definition used. Definitions varied markedly in their sensitivity for identifying adverse opioid-related event, with low sensitivity overall across measures.

Indexed as

Cohort StudiesHumansIncidenceObservational Studies as TopicOntarioOpioid-Related DisordersPostoperative PeriodRisk Factors

Identifiers

PMID32243330
PMCPMC8202398
OpenAlexW3014746114

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

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.