ArticleJAMA pediatrics2014
An electronic screen for triaging adolescent substance use by risk levels.
Article in JAMA pediatrics, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 77 papers, 1 of them a synthesis 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
77 citing papers in PubMed, 1 synthesis or guideline pooled it, 205 citations in OpenAlex.
- Agreement between Youth Self-Report and Biospecimen-Confirmed Substance Use: A Systematic Review.Substance use & misuse · 2022Pooled it
- Acceptability and Feasibility of a Virtual Family-Based Single-Session Intervention for Young Teens at High Risk for Substance Use Disorder: Single-Arm Pilot Trial.JMIR formative research · 2026Trial
- Implementing Screening, Brief Interventions, and Referral to Treatment at Pediatric Trauma Centers: A Step Wedge Cluster Randomized Trial.Journal of pediatric surgery · 2024Trial
- Assessment of Screening Tools to Identify Substance Use Disorders Among Adolescents.JAMA network open · 2023Trial
- Substance Use Screening and Prevention for Adolescents in Pediatric Primary Care: A Randomized Clinical Trial using the Family Check-Up.Research on child and adolescent psychopathology · 2023Trial
- Intimate violence as it relates to risky sexual behavior among at-risk females.Psychological trauma : theory, research, practice and policy · 2018Trial
- Digital Interventions to Facilitate Screening, Brief Interventions, and Referral to Treatment for Substance Use Among Adolescents.Child and adolescent psychiatric clinics of North America · 2026Review
- Documented Nicotine, Cannabis, and Co-Use Are Associated With More Intensive Emergency Department Care for Adolescent Asthma Exacerbations.Journal of the American College of Emergency Physicians open · 2026Article
- Adolescent Substance Use Screening in the Emergency Department.Journal of the American College of Emergency Physicians open · 2026Review
- Codevelopment of a Digital Screening and Intervention Tool to Improve Lifestyle Habits in Children: Focus Group Study With Parents and Clinicians.JMIR pediatrics and parenting · 2026Article
- Prevalence and Mental Health Correlates of Electronic Cigarette Use Among Pediatric Primary Care Patients.Clinical pediatrics · 2026Article
- Implementing an Education Intervention for Prescription Opioid Pain Medication at Pediatric Trauma Centers.Substance use & misuse · 2026Article
- Healthcare with unconditional positive regard: the KICS clinic medical home model for children in out-of-home care.Frontiers in pediatrics · 2026Article
- Substance Use Screening Among Adolescents: National Dental Practice-Based Research Network Survey.The Journal of adolescent health : official publication of the Society for Adolescent Medicine · 2025Article
- U.S. Pediatricians' Attitudes and Practices Around Screening for Substance Use in Adolescents.The Journal of adolescent health : official publication of the Society for Adolescent Medicine · 2025Article
- Telehealth Prescribing of Stimulants for ADHD and Associated Risk for Later Stimulant and Substance Use Disorders.The American journal of psychiatry · 2025Article
- An Innovative Youth-Friendly Electronic Questionnaire to Identify Mental, Sexual and Reproductive Health Risks: A Validation Study of the Total Teen Assessment.Health expectations : an international journal of public participation in health care and health policy · 2025Article
- Socioeconomic Indicators and Low Body Mass Index Outcome Among Adolescents and Young Adults With Social Risks.Academic pediatrics · 2025Article
- Substance Use Screening, Brief Intervention, and Referral to Treatment Among Youth-Serving Clinicians.JAMA network open · 2025Article
- Substance use risk screening and associated factors among Costa Rican secondary students: a nationally representative analysis.Frontiers in public health · 2025Article
17 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
Authors and funding
7 authors at 3 institutions in 1 country.
Funding
Abstract
importanceScreening adolescents for substance use and intervening immediately can reduce the burden of addiction and substance-related morbidity. Several screening tools have been developed to identify problem substance use for adolescents, but none have been calibrated to triage adolescents into clinically relevant risk categories to guide interventions.
objectiveTo describe the psychometric properties of an electronic screen and brief assessment tool that triages adolescents into 4 actionable categories regarding their experience with nontobacco substance use. DESIGN, SETTING, AND
participantsAdolescent patients (age range, 12-17 years) arriving for routine medical care at 2 outpatient primary care centers and 1 outpatient center for substance use treatment at a pediatric hospital completed an electronic screening tool from June 1, 2012, through March 31, 2013, that consisted of a question on the frequency of using 8 types of drugs in the past year (Screening to Brief Intervention). Additional questions assessed severity of any past-year substance use. Patients completed a structured diagnostic interview (Composite International Diagnostic Interview-Substance Abuse Module), yielding Diagnostic and Statistical Manual of Mental Disorders (Fifth Edition) substance use diagnoses. MAIN OUTCOMES AND MEASURES: For the entire screen and the Screening to Brief Intervention, sensitivity and specificity for identifying nontobacco substance use, substance use disorders, severe substance use disorders, and tobacco dependence were calculated using the Composite International Diagnostic Interview-Substance Abuse Module as the criterion standard.
resultsOf 340 patients invited to participate, 216 (63.5%) enrolled in the study. Sensitivity and specificity were 100% and 84% (95% CI, 76%-89%) for identifying nontobacco substance use, 90% (95% CI, 77%-96%) and 94% (95% CI, 89%-96%) for substance use disorders, 100% and 94% (95% CI, 90%-96%) for severe substance use disorders, and 75% (95% CI, 52%-89%) and 98% (95% CI, 95%-100%) for nicotine dependence. No significant differences were found in sensitivity or specificity between the full tool and the Screening to Brief Intervention. CONCLUSIONS AND RELEVANCE: A single screening question assessing past-year frequency use for 8 commonly misused categories of substances appears to be a valid method for discriminating among clinically relevant risk categories of adolescent substance use.
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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.