ArticleJAMA pediatrics2020
Association of Opioid Prescribing Patterns With Prescription Opioid Overdose in Adolescents and Young Adults.
Article in JAMA pediatrics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05482919 (The Adolescent Surgery Experience), which is not on this map. Cited by 47 papers, 3 of them syntheses that pooled 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.
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.
The Adolescent Surgery Experience: A Mixed Methods Analysis
Who cites it
47 citing papers in PubMed, 3 syntheses or guidelines pooled it, 94 citations in OpenAlex.
- Predictors of fatal and nonfatal overdose after prescription of opioids for chronic pain: a systematic review and meta-analysis of observational studies.CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne · 2023Pooled it
- Mental disorder and opioid overdose: a systematic review.Social psychiatry and psychiatric epidemiology · 2022Pooled it
- 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 · 2021Pooled it
- Implementation and Effectiveness of an Enhanced Recovery Protocol for Children Undergoing Surgery: The ENRICH-US Stepped-Wedge Cluster-Randomized Trial.JAMA surgery · 2026Trial
- Trial
- Racial/Ethnic and Regional Disparities in Opioid-Involved Overdose Deaths among Children and Adolescents in the United States.Journal of racial and ethnic health disparities · 2026Article
- Machine Learning Prediction and Reducing Overdoses With Electronic Health Record Nudges (mPROVEN) in the Primary Care Setting: Protocol for a Cluster Randomized Controlled Trial.JMIR research protocols · 2026Article
- Do Communities Implementing the Communities That HEAL Intervention Have Significantly Lower Rates of High-Risk Opioid Prescribing and Dispensing?AJPM focus · 2025Article
- High-risk medications in pediatric dentistry: Patterns, outcomes, and clinical implications.Journal of the American Dental Association (1939) · 2025Article
- Balancing Relief and Risk: The Potential Impact of Pediatric Opioid Prescriptions on Family Members.The Journal of pediatrics · 2025Article
- Young Adult and Adolescent Gender-affirming Care: Defining Perioperative Protocols.Plastic and reconstructive surgery. Global open · 2025Article
- The burden of acute pain in the U.S. in the wake of the opioid crisis.Frontiers in pain research (Lausanne, Switzerland) · 2025Review
- Cannabis Laws and Utilization of Medications for the Treatment of Mental Health Disorders.JAMA network open · 2024Article
- Preoperative vs Postoperative Opioid Prescriptions and Prolonged Opioid Refills Among US Youths.JAMA network open · 2024Article
- Benchmark findings from a veteran electronic patient-reported outcomes evaluation from a chronic pain management telehealth program.BMC health services research · 2024Article
- Benefits, Harms, and Stakeholder Perspectives Regarding Opioid Therapy for Pain in Individuals With Metastatic Cancer: Protocol for a Descriptive Cohort Study.JMIR research protocols · 2024Article
- Opioid and Non-Opioid Pharmacotherapy Use for Pain Management Among Privately Insured Pediatric Patients With Cancer in the United States.The oncologist · 2024Article
- Perioperative Opioid-Related Harms: Opportunities to Minimize Risk.Seminars in plastic surgery · 2024Review
- Empower Veterans Program (EVP): a chronic pain management program demonstrates positive outcomes among veterans.BMC health services research · 2023Article
- Paravertebral Blocks in Tissue Expander Breast Reconstruction: Propensity-Matched Analysis of Opioid Consumption and Patient Outcomes.Plastic and reconstructive surgery · 2023Article
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
Abstract
Importance: Safe opioid prescribing practices are critical to mitigate the risk of prescription opioid overdose in adolescents and young adults. However, studies that examine opioid prescribing patterns associated with prescription opioid overdose have mostly focused on older adults. The generalizability of these studies to adolescents and young adults is unclear. Objective: To identify opioid prescribing patterns associated with prescription opioid overdose in adolescents and young adults. Design, Setting, and Participants: This retrospective cohort study assessed privately insured patients aged 12 to 21 years with opioid prescription claims in the IBM MarketScan Commercial Claims and Encounters database between July 1, 2009, and October 1, 2017, and no cancer diagnosis. Data analysis was performed from January 1 to April 30, 2019. Main Outcomes and Measures: The outcome was a treated opioid overdose as indicated by diagnosis codes. On the basis of days supplied, opioid prescription claims were converted to person-days (the unit of analysis) on which opioid exposure would occur if patients took medications as prescribed. Logistic regression with clustered SEs at the patient level was used to model the occurrence of overdose on a person-day as a function of daily opioid dosage category (<30, 30-59, 60-89, 90-119, or ≥120 morphine milligram equivalents), concurrent benzodiazepine use, and extended-release or long-acting opioid use. Regressions controlled for demographic characteristics, year, opioid use within 180 days, and comorbidities (mental health disorder, substance use disorder, and other chronic condition). Results: A total of 2 752 612 patients (mean [SD] age at cohort entry, 17.2 [2.5] years; 1 451 918 [52.8%] female) participated in the study. Patients had 4 686 355 opioid prescription claims, corresponding to 21 605 444 person-days. Overdose occurred on 255 person-days among 249 patients (0.01% of the sample). Each increase in daily opioid dosage category was associated with higher overdose risk (adjusted odds ratio [AOR], 1.18; 95% CI, 1.05-1.31). Compared with no use, both concurrent benzodiazepine use (AOR, 1.83; 95% CI, 1.24-2.71) and extended-release or long-acting opioid use (AOR, 2.01; 95% CI, 1.16-3.46) were associated with increased overdose risk. Conclusions and Relevance: The findings suggest that when prescribing opioids to adolescents and young adults, practitioners could potentially mitigate overdose risk by using the lowest effective daily dosage, avoiding concurrent opioid and benzodiazepine prescribing, and relying on short-acting opioids. Findings are broadly consistent with prior opioid safety studies focused on older adults.
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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.