Evidence map›Paper›PMID 36149896›Full record

ArticlePloS one2022

Predicting at-risk opioid use three months after ed visit for trauma: Results from the AURORA study.

Brittany E Punches, Uwe Stolz, Caroline E Freiermuth, Rachel M Ancona, Samuel A McLean, Stacey L House, Francesca L Beaudoin, Xinming An, Jennifer S Stevens, Donglin Zeng and 42 more

Abstract read
In one paragraph

Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Development and Validation of the Decisions to use Opioids Measure.Pain management nursing : official journal of the American Society of Pain Management Nurses · 2025
    Article
  3. Review
  4. Patient motivators to use opioids for acute pain after emergency care.Frontiers in pain research (Lausanne, Switzerland) · 2023
    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

52 authors.

Brittany E PunchesCollege of Nursing, The Ohio State University, Columbus, OH, United States of America.ORCID 0000-0002-7546-1966
Uwe StolzDepartment of Emergency Medicine, University of Cincinnati, Cincinnati, OH, United States of America.
Caroline E FreiermuthDepartment of Emergency Medicine, University of Cincinnati, Cincinnati, OH, United States of America.
Rachel M AnconaDepartment of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, United States of America.
Samuel A McLeanDepartment of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America.
Stacey L HouseDepartment of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, United States of America.
Francesca L BeaudoinDepartment of Emergency Medicine & Department of Health Services, Policy, and Practice, The Alpert Medical School of Brown University, Rhode Island Hospital and The Miriam Hospital, Providence, RI, United States of America.
Xinming AnDepartment of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America.
Jennifer S StevensDepartment of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, United States of America.
Donglin ZengDepartment of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, United States of America.
Thomas C NeylanDepartments of Psychiatry and Neurology, University of California San Francisco, San Francisco, CA, United States of America.
Gari D CliffordDepartment of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA, United States of America.
Tanja JovanovicDepartment of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MA, United States of America.
Sarah D LinnstaedtDepartment of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America.
Laura T GermineInstitute for Technology in Psychiatry, McLean Hospital, Belmont, MA, United States of America.
Kenneth A BollenDepartment of Psychology and Neuroscience & Department of Sociology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America.
Scott L RauchInstitute for Technology in Psychiatry, McLean Hospital, Belmont, MA, United States of America.
John P HaranDepartment of Emergency Medicine, University of Massachusetts Medical School, Worcester, MA, United States of America.
Alan B StorrowDepartment of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN, United States of America.
Christopher LewandowskiDepartment of Emergency Medicine, Henry Ford Health System, Detroit, MI, United States of America.ORCID 0000-0001-8297-0024
Paul I MuseyDepartment of Emergency Medicine, Indiana University School of Medicine, Indianapolis, IN, United States of America.
Phyllis L HendryDepartment of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, United States of America.
Sophia SheikhDepartment of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, United States of America.ORCID 0000-0003-1939-3126
Christopher W JonesDepartment of Emergency Medicine, Cooper Medical School of Rowan University, Camden, NJ, United States of America.
Michael C KurzDepartment of Emergency Medicine, University of Alabama School of Medicine, Birmingham, AL, United States of America.
Nina T GentileDepartment of Emergency Medicine, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States of America.
Meghan E McGrathDepartment of Emergency Medicine, Boston Medical Center, Boston, MA, United States of America.
Lauren A HudakDepartment of Emergency Medicine, Emory University School of Medicine, Atlanta, GA, United States of America.
Jose L PascualDepartment of Surgery, Department of Neurosurgery, University of Pennsylvania, Pennsylvania, PA, United States of America.
Mark J SeamonPerelman School of Medicine, University of Pennsylvania, Pennsylvania, PA, United States of America.
Erica HarrisDepartment of Emergency Medicine, Einstein Healthcare Network, Pennsylvania, PA, United States of America.
Anna M ChangDepartment of Emergency Medicine, Jefferson University Hospitals, Pennsylvania, PA, United States of America.
Claire PearsonDepartment of Emergency Medicine, Wayne State University, Detroit, MA, United States of America.
David A PeakDepartment of Emergency Medicine, Massachusetts General Hospital, Boston, MA, United States of America.
Roland C MerchantDepartment of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, United States of America.
Robert M DomeierDepartment of Emergency Medicine, Saint Joseph Mercy Hospital, Ypsilanti, MI, United States of America.
Niels K RathlevDepartment of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield, MA, United States of America.
Brian J O'NeilDepartment of Emergency Medicine, Wayne State University, Detroit, MA, United States of America.
Leon D SanchezDepartment of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, United States of America.
Steven E BruceDepartment of Psychological Sciences, University of Missouri-St. Louis, St. Louis, MO, United States of America.
Robert H PietrzakNational Center for PTSD, Clinical Neurosciences Division, VA Connecticut Healthcare System, West Haven, CT, United States of America.
Jutta JoormannDepartment of Psychology, Yale School of Medicine, New Haven, CT, United States of America.
Deanna M BarchDepartment of Psychological & Brain Sciences, Washington University in St. Louis, MO, United States of America.
Diego A PizzagalliDepartment of Psychiatry, Harvard Medical School, Boston, MA, United States of America.
Jordan W SmollerDepartment of Psychiatry, Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, MA, United States of America.
Beatriz LunaDepartment of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States of America.
Steven E HarteDepartment of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, United States of America.
James M ElliottKolling Institute, University of Sydney, St Leonards, New South Wales, Australia.ORCID 0000-0002-8890-6012
Ronald C KesslerDepartment of Health Care Policy, Harvard Medical School, Boston, MA, United States of America.
Kerry J ResslerDepartment of Psychiatry, Harvard Medical School, Boston, MA, United States of America.
Karestan C KoenenDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, United States of America.
Michael S LyonsDepartment of Emergency Medicine, University of Cincinnati, Cincinnati, OH, United States of America.

Funding

Longitudinal Assessment of Post-traumatic SyndromesU01MH110925 · NIMH · UNIV OF NORTH CAROLINA CHAPEL HILL · PI KESSLER, RONALD C, KOENEN, KARESTAN C · 2016 to 2020
$25.8M
Decision-Making Factors for Therapeutic Opioid Use after Emergency CareK08DA049948 · NIDA · UNIVERSITY OF CINCINNATI · PI PUNCHES, BRITTANY E · 2021 to 2025
$955k
NIDA NIH HHS K08 DA049948NIMH NIH HHS U01 MH110925
6 · The paper itself

Abstract

objectiveWhether short-term, low-potency opioid prescriptions for acute pain lead to future at-risk opioid use remains controversial and inadequately characterized. Our objective was to measure the association between emergency department (ED) opioid analgesic exposure after a physical, trauma-related event and subsequent opioid use. We hypothesized ED opioid analgesic exposure is associated with subsequent at-risk opioid use.

methodsParticipants were enrolled in AURORA, a prospective cohort study of adult patients in 29 U.S., urban EDs receiving care for a traumatic event. Exclusion criteria were hospital admission, persons reporting any non-medical opioid use (e.g., opioids without prescription or taking more than prescribed for euphoria) in the 30 days before enrollment, and missing or incomplete data regarding opioid exposure or pain. We used multivariable logistic regression to assess the relationship between ED opioid exposure and at-risk opioid use, defined as any self-reported non-medical opioid use after initial ED encounter or prescription opioid use at 3-months.

resultsOf 1441 subjects completing 3-month follow-up, 872 participants were included for analysis. At-risk opioid use occurred within 3 months in 33/620 (5.3%, CI: 3.7,7.4) participants without ED opioid analgesic exposure; 4/16 (25.0%, CI: 8.3, 52.6) with ED opioid prescription only; 17/146 (11.6%, CI: 7.1, 18.3) with ED opioid administration only; 12/90 (13.3%, CI: 7.4, 22.5) with both. Controlling for clinical factors, adjusted odds ratios (aORs) for at-risk opioid use after ED opioid exposure were: ED prescription only: 4.9 (95% CI 1.4, 17.4); ED administration for analgesia only: 2.0 (CI 1.0, 3.8); both: 2.8 (CI 1.2, 6.5).

conclusionsED opioids were associated with subsequent at-risk opioid use within three months in a geographically diverse cohort of adult trauma patients. This supports need for prospective studies focused on the long-term consequences of ED opioid analgesic exposure to estimate individual risk and guide therapeutic decision-making.

Indexed as

Acute PainOpioid-Related DisordersAdultAnalgesics, OpioidEmergency Service, HospitalHumansPractice Patterns, Physicians'Prospective StudiesAnalgesics, Opioid

Identifiers

PMID36149896
PMCPMC9506640

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Registered trials

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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.