ArticleJAMA network open2021
Trajectories of Opioid Use Following First Opioid Prescription in Opioid-Naive Youths and Young Adults.
Article in JAMA network open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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Who cites it
25 citing papers in PubMed.
- Inter-individual divergence in thresholds for detecting opioid effects: Within-subject human laboratory evidence of a testable behavioral phenotype.Drug and alcohol dependence · 2025Trial
- Enhancing risk perception may be insufficient to curtail prescription opioid use and misuse among youth after surgery: A randomized controlled trial.Patient education and counseling · 2022Trial
- Behavioral flexibility and gut microbiome as potential predictors of oral oxycodone self-administration.bioRxiv : the preprint server for biology · 2026Article
- Mediation of chronic pain and disability on opioid use disorder risk by pain management practices among adult Medicaid patients, 2016-2019.American journal of epidemiology · 2026Article
- Adolescent outcomes of Post-operative opioid EXposure (APEX): Protocol for a multisite observational study.Journal of substance use and addiction treatment · 2026Article
- Regional Anesthesia Utilizing Liposomal Bupivacaine, With or Without Dexamethasone, Provides Excellent Pain Control and Minimizes Opioid Consumption Following Anterior Cruciate Ligament Reconstruction.Orthopaedic journal of sports medicine · 2026Article
- Opioid dose, duration, and risk of use disorder in Medicaid patients with musculoskeletal pain.Pain medicine (Malden, Mass.) · 2026Article
- Adolescents' and Parents' Perspectives on Using the MedSMARxT Families Intervention in Emergency Departments for Opioid Medication Safety Education: Mixed Methods Study.JMIR serious games · 2025Article
- Pharmacological and behavioral pain treatment strategies for patients with opioid use disorder.Expert opinion on pharmacotherapy · 2025Review
- Estradiol protects against pain-facilitated fentanyl use via suppression of opioid-evoked dopamine activity in males.Neuron · 2025Article
- The recent trend of twin epidemic in the United States: a 10-year longitudinal cohort study of co-prescriptions of opioids and stimulants.Lancet regional health. Americas · 2025Article
- Teneurin C-terminal associated peptide (TCAP)-1 attenuates the development and expression of naloxone-precipitated morphine withdrawal in male Swiss Webster mice.Psychopharmacology · 2024Article
- Postoperative Opioid Usage and Disposal Strategies After Arthroscopic Procedures in a Young Cohort: A Prospective Observational Study.Orthopaedic journal of sports medicine · 2024Article
- Opioid therapy trajectories of patients with chronic non-cancer pain over 1 year of follow-up after initiation of short-acting opioid formulations.Pain medicine (Malden, Mass.) · 2024Article
- Variations in opioid prescribing after total joint arthroplasty: An Observational study.Journal of clinical orthopaedics and trauma · 2024Article
- Pathways to opioid use and implications for prevention: voices of young adults in recovery.Substance abuse treatment, prevention, and policy · 2024Article
- Trajectories of opioid prescribing by general dentists, specialists, and oral and maxillofacial surgeons in the United States, 2015-2019.Journal of the American Dental Association (1939) · 2024Article
- Review of Opioid Abuse-Deterrent Formulations: Impact and Barriers to Access.Journal of pain research · 2024Review
- Morphine exposure during adolescence induces enduring social changes dependent on adolescent stage of exposure, sex, and social test.bioRxiv : the preprint server for biology · 2023Article
- Long-term opioid use following bicycle trauma: a register-based cohort study.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2023Article
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8 authors.
Funding
Abstract
Importance: Although prescription opioids are the most common way adolescents and young adults initiate opioid use, many studies examine population-level risks following the first opioid prescription. There is currently a lack of understanding regarding how patterns of opioid prescribing following the first opioid exposure may be associated with long-term risks. Objective: To identify distinct patterns of opioid prescribing following the first prescription using group-based trajectory modeling and examine the patient-, clinician-, and prescription-level factors that may be associated with trajectory membership during the first year. Design, Setting, and Participants: This cohort study examined Pennsylvania Medicaid enrollees' claims data from 2010 through 2016. Participants were aged 10 to 21 years at time of first opioid prescription. Data analysis was performed in March 2020. Main Outcomes and Measures: This study used group-based trajectory modeling and defined trajectory status by opioid fill. Results: Among the 189 477 youths who received an initial opioid prescription, 107 562 were female (56.8%), 81 915 were non-Latinx White (59.6%), and the median age was 16.9 (interquartile range [IQR], 14.6-18.8) years. During the subsequent year, 47 477 (25.1%) received at least one additional prescription. Among the models considered, the 2-group trajectory model had the best fit. Of those in the high-risk trajectory, 65.3% (n = 901) filled opioid prescriptions at month 12, in contrast to 13.1% (n = 6031) in the low-risk trajectory. Median age among the high-risk trajectory was 19.0 years (IQR, 17.1-20.0 years) compared with the low-risk trajectory (17.8 years [IQR, 15.8-19.4 years]). The high-risk trajectory received more potent prescriptions compared with the low-risk trajectory (median dosage of the index month for high-risk trajectory group: 10.0 MME/d [IQR, 5.0-21.2 MME/d] vs the low-risk trajectory group: 4.7 MME/d [IQR, 2.5-7.8 MME/d]; P < .001). The trajectories showed persistent differences with more youths in the high-risk trajectory going on to receive a diagnosis of opioid use disorder (30.0%; n = 412) compared with the low-risk group (10.1%; n = 4638) (P < .001). Conclusions and Relevance: This study's results identified 2 trajectories associated with elevated risk for persistent opioid receipt within 12 months following first opioid prescription. The high-risk trajectory was characterized by older age at time of first prescription, and longer and more potent first prescriptions. These findings suggest even short and low-dose opioid prescriptions can be associated with risks of persistent use for youths.
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