Evidence map›Paper›PMID 31050783›Full record

SynthesisJAMA network open2019

Strategies to Identify Patient Risks of Prescription Opioid Addiction When Initiating Opioids for Pain: A Systematic Review.

Jan Klimas, Lauren Gorfinkel, Nadia Fairbairn, Laura Amato, Keith Ahamad, Seonaid Nolan, David L Simel, Evan Wood

Open access · goldAbstract readSystematic Review
In one paragraph

Synthesis in JAMA network open, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 64 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
64citing papers in PubMed, 4 pooled it
20.4field-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.

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

64 citing papers in PubMed, 4 syntheses or guidelines pooled it, 155 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
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  5. Article
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  9. Review
  10. Article
  11. How Racialized Approaches to Opioid Use Disorder and Opioid Misuse Management Hamper Pharmacoequity for Cancer Pain.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2025
    Article
  12. Article
  13. Article
  14. The Role of TRP Channels in Sepsis and Colitis.International journal of molecular sciences · 2024
    Review
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  17. Article
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  19. Article
  20. Review

4 more citing papers are in PubMed but not listed here.

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

8 authors at 5 institutions in 4 countries.

Jan KlimasSchool of Medicine, University College Dublin, Health Sciences Centre, Belfield, Dublin, Ireland.
Lauren GorfinkelMailman School of Public Health, Columbia University, New York, New York.
Nadia FairbairnDepartment of Medicine, University of British Columbia, St Paul's Hospital, Vancouver, British Columbia, Canada.
Laura AmatoDepartment of Epidemiology, Lazio Regional Health Services, Rome, Italy.
Keith AhamadDepartment of Medicine, University of British Columbia, St Paul's Hospital, Vancouver, British Columbia, Canada.
Seonaid NolanDepartment of Medicine, University of British Columbia, St Paul's Hospital, Vancouver, British Columbia, Canada.
David L SimelDurham Veterans Affairs Medical Center, Durham, North Carolina.
Evan WoodDepartment of Medicine, University of British Columbia, St Paul's Hospital, Vancouver, British Columbia, Canada.
British Columbia Centre on Substance Use · CASt. Paul's Hospital · CAAgenzia Regionale Parchi · ITColumbia University · USDuke University · US

Funding

Mentoring the next generation of addiction clinician scientists while responding to the opioid epidemicR25DA037756 · NIDA · UNIVERSITY OF BRITISH COLUMBIA · PI FAIRBAIRN, NADIA · 2014 to 2023
$3.6M
6 · The paper itself

Abstract

Importance: Although prescription opioid use disorder is associated with substantial harms, strategies to identify patients with pain among whom prescription opioids can be safely prescribed have not been systematically reviewed. Objective: To review the evidence examining factors associated with opioid addiction and screening tools for identifying adult patients at high vs low risk of developing symptoms of prescription opioid addiction when initiating prescription opioids for pain. Data Sources: MEDLINE and Embase (January 1946 to November 2018) were searched for articles investigating risks of prescription opioid addiction. Study Selection: Original studies that were included compared symptoms, signs, risk factors, and screening tools among patients who developed prescription opioid addiction and those who did not. Data Extraction and Synthesis: Two investigators independently assessed quality to exclude biased or unreliable study designs and extracted data from higher quality studies. The Preferred Reporting Items for Systematic Reviews and Meta-analyses of Diagnostic Accuracy Studies (PRISMA-DTA) reporting guideline was followed. Main Outcomes and Measures: Likelihood ratios (LRs) for risk factors and screening tools were calculated. Results: Of 1287 identified studies, 6 high-quality studies were included in the qualitative synthesis and 4 were included in the quantitative synthesis. The 4 high-quality studies included in the quantitative synthesis were all retrospective studies including a total of 2 888 346 patients with 4470 cases that met the authors' definitions of prescription opioid addiction. A history of opioid use disorder (LR range, 17-22) or other substance use disorder (LR range, 4.2-17), certain mental health diagnoses (eg, personality disorder: LR, 27; 95% CI, 18-41), and concomitant prescription of certain psychiatric medications (eg, atypical antipsychotics: LR, 17; 95% CI, 15-18) appeared useful for identifying patients at high risk of opioid addiction. Among individual findings, only the absence of a mood disorder (negative LR, 0.50; 95% CI, 0.45-0.52) was associated with a lower risk of opioid addiction. Despite their widespread use, most screening tools involving combinations of questions were based on low-quality studies or, when diagnostic performance was assessed among high-quality studies, demonstrated poor performance in helping to identify patients at high vs low risk. Conclusions and Relevance: While a history of substance use disorder, certain mental health diagnoses, and concomitant prescription of certain psychiatric medications appeared useful for identifying patients at higher risk, few quality studies were available and no symptoms, signs, or screening tools were particularly useful for identifying those at lower risk.

Indexed as

Analgesics, OpioidChronic PainFemaleHumansMaleMood DisordersOpioid-Related DisordersPractice Patterns, Physicians'Retrospective StudiesRisk AssessmentRisk FactorsAnalgesics, Opioid

Identifiers

PMID31050783
PMCPMC6503484
OpenAlexW2942730080

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.