Evidence map›Paper›PMID 29203521›Full record

ArticlePediatrics2018

Persistent Opioid Use Among Pediatric Patients After Surgery.

Calista M Harbaugh, Jay S Lee, Hsou Mei Hu, Sean Esteban McCabe, Terri Voepel-Lewis, Michael J Englesbe, Chad M Brummett, Jennifer F Waljee

5 registry-linked trialsOpen access · greenAbstract read
In one paragraph

Article in Pediatrics, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 5 registered trials, which are not on this map. Cited by 173 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
173citing papers in PubMed, 4 pooled it
40.9field-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.

NCT04074265 phase4completednot on this mapstarted 2019, after this paper: background citation

Efficacy of a Peri-Operative Surgical-Site, Multimodal Drug Injection in Pediatric Patients With Cerebral Palsy Undergoing Hip Surgery: A Randomized Controlled Trial

TypeinterventionalSponsorUniversity of California, Los AngelesRan2019 to 2023Enrolled34ConditionsCerebral Palsy, Hip Dysplasia, Pain, PostoperativeArmsRopivacaine injection, normal saline
NCT04528173 phase4terminatednot on this mapstarted 2020, after this paper: background citation

Opioid-Free Versus Transitional Anesthetic With Opioids From Tonsillectomy

TypeinterventionalSponsorChildren's Hospital of PhiladelphiaRan2020 to 2023Enrolled35ConditionsAnesthesia, Opioid Use, Tonsillitis, Sleep DisorderArmsKetorolac, Dexmedetomidine, Morphine, Fentanyl
NCT04805229 completednot on this map

Using Difference-in-Differences to Evaluate the Effect of a Statewide Quality Improvement Program on New Persistent Opioid Use After Surgery

TypeobservationalSponsorUniversity of MichiganRan2013 to 2019Enrolled30,000ConditionsOpioid UseArmsRetrospective analysis of opioid use after surgery
NCT05482919 completednot on this mapstarted 2022, after this paper: background citation

The Adolescent Surgery Experience: A Mixed Methods Analysis

TypeobservationalSponsorChildren's Hospital of PhiladelphiaRan2022 to 2023Enrolled501ConditionsPain, Postoperative, Pain, Pain, Acute, Pain, ChronicArmsBaseline Survey, Post Operative Surveys, Qualitative Interviews
NCT05774002 narecruitingnot on this mapstarted 2023, after this paper: background citation

Psychological Assessment of Scoliosis Patients Undergoing Surgical Management (PASS)

TypeinterventionalSponsorMontefiore Medical CenterRan2023 to 2028Enrolled120ConditionsAdolescent Idiopathic Scoliosis (AIS), Mental HealthArmsAims to Decrease Anxiety and Pain Treatment (ADAPT)
3 · Its place in the literature

Who cites it

173 citing papers in PubMed, 4 syntheses or guidelines pooled it, 440 citations in OpenAlex.

  1. 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
  2. Pooled it
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  4. Opioid use and misuse in children, adolescents, and young adults with cancer: a systematic review of the literature.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2021
    Pooled it
  5. Trial
  6. Opioid Analgesia Following Pediatric Adenotonsillectomy: A Randomized Clinical Trial.Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery · 2025
    Trial
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  11. Article
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  13. Observational
  14. Safety Assessment of Perioperative Pain Medications for Children: Variation in Opioid Prescribing at Discharge.Annals of surgery open : perspectives of surgical history, education, and clinical approaches · 2026
    Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Comparative analysis of analgesic mechanisms in craniotomy pediatric patients: a scoping review.Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery · 2026
    Article
  20. Article

113 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 3 countries.

Calista M HarbaughSections of General Surgery.
Jay S LeeSections of General Surgery.
Hsou Mei HuMichigan Opioid Prescribing Engagement Network, Ann Arbor, Michigan.
Sean Esteban McCabeInstitute for Research on Women and Gender, University of Michigan, Ann Arbor, Michigan; and.
Terri Voepel-LewisAnesthesiology, and.
Michael J EnglesbeTransplant Surgery, and.
Chad M BrummettAnesthesiology, and.
Jennifer F WaljeeDepartments of Plastic Surgery, Surgery, and filip@med.umich.edu.
Michigan United · USNHS Blood and Transplant · GBPlastic Surgery Hospital · CNUniversity of Michigan–Ann Arbor · US

Funding

Trajectories of Prescription Nonmedical Drug MisuseR01DA031160 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI SEAN ESTEBAN MCCABE · 2011 to 2026
$3.7M
E-Cigarette Use and Longitudinal Changes in Cigarette Smoking and HealthR01CA203809 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MCCABE, SEAN ESTEBAN · 2016 to 2018
$652k
Longitudinal Changes in Recovery from Drug Use Disorders: A National StudyR01DA036541 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MCCABE, SEAN ESTEBAN · 2015 to 2017
$647k
Patient-Reported Outcomes and Quality Assessment in SurgeryK08HS023313 · AHRQ · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI WALJEE, JENNIFER FILIP · 2014 to 2017
$591k
AHRQ HHS K08 HS023313NCI NIH HHS R01 CA203809NIDA NIH HHS R01 DA031160NIDA NIH HHS R01 DA036541
6 · The paper itself

Abstract

backgroundDespite efforts to reduce nonmedical opioid misuse, little is known about the development of persistent opioid use after surgery among adolescents and young adults. We hypothesized that there is an increased incidence of prolonged opioid refills among adolescents and young adults who received prescription opioids after surgery compared with nonsurgical patients.

methodsWe performed a retrospective cohort study by using commercial claims from the Truven Health Marketscan research databases from January 1, 2010, to December 31, 2014. We included opioid-naïve patients ages 13 to 21 years who underwent 1 of 13 operations. A random sample of 3% of nonsurgical patients who matched eligibility criteria was included as a comparison. Our primary outcome was persistent opioid use, which was defined as ≥1 opioid prescription refill between 90 and 180 days after the surgical procedure.

resultsAmong eligible patients, 60.5% filled a postoperative opioid prescription (88 637 patients). Persistent opioid use was found in 4.8% of patients (2.7%-15.2% across procedures) compared with 0.1% of those in the nonsurgical group. Cholecystectomy (adjusted odds ratio 1.13; 95% confidence interval, 1.00-1.26) and colectomy (adjusted odds ratio 2.33; 95% confidence interval, 1.01-5.34) were associated with the highest risk of persistent opioid use. Independent risk factors included older age, female sex, previous substance use disorder, chronic pain, and preoperative opioid fill.

conclusionsPersistent opioid use after surgery is a concern among adolescents and young adults and may represent an important pathway to prescription opioid misuse. Identifying safe, evidence-based practices for pain management is a top priority, particularly among at-risk patients.

Indexed as

AdolescentAge DistributionAnalgesics, OpioidChronic PainCohort StudiesDatabases, FactualDrug UtilizationFemaleFollow-Up StudiesHumansIncidenceMaleOpioid-Related DisordersPediatricsPostoperative PainPrescription Drug MisuseAnalgesics, Opioid

Identifiers

PMID29203521
PMCPMC7053700
OpenAlexW2775438176

What OpenQuestion holds

Textmetadata
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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.