Evidence map›Paper›PMID 40542613›Full record

ArticlePain practice : the official journal of World Institute of Pain2025

US Adolescents' and Young Adults' Sources for Prescription Opioid Misuse: Age, Substance Use, and Mental Health Differences.

Ty S Schepis, Brady T West, Jason A Ford, Philip T Veliz, Sean Esteban McCabe

Abstract read
In one paragraph

Article in Pain practice : the official journal of World Institute of Pain, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

5 authors.

Ty S SchepisDepartment of Psychology, Texas State University, San Marcos, Texas, USA.ORCID https://orcid.org/0000-0003-3655-0496
Brady T WestCenter for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor, Michigan, USA.ORCID https://orcid.org/0000-0003-0160-1388
Jason A FordCenter for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor, Michigan, USA.ORCID https://orcid.org/0000-0003-0070-5062
Philip T VelizCenter for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor, Michigan, USA.ORCID https://orcid.org/0000-0003-2544-3468
Sean Esteban McCabeCenter for the Study of Drugs, Alcohol, Smoking and Health, School of Nursing, University of Michigan, Ann Arbor, Michigan, USA.ORCID https://orcid.org/0000-0002-9622-4652

Funding

Trajectories of Prescription Nonmedical Drug MisuseR01DA031160 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI SEAN ESTEBAN MCCABE · 2011 to 2026
$3.7M
Smoking and Cancer-Related Health Disparities among Sexual and Gender Minority AdultsR01CA276500 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Philip T Veliz · 2024 to 2026
$2.4M
Prescription Drug Misuse Characteristics in Adolescents and Young Adults: Influence of School EnrollmentR01DA043691 · NIDA · TEXAS STATE UNIVERSITY · PI TY Stephen SCHEPIS · 2017 to 2026
$1.8M
NCI NIH HHS R01 CA276500NIDA NIH HHS R01 DA031160NIDA NIH HHS R01 DA043691
6 · The paper itself

Abstract

backgroundMedication sources for prescription opioid misuse in US adolescents and young adults may have changed, particularly related to the COVID-19 pandemic. We examined how opioid sources vary across age groups and cohorts and whether links between sources and substance use or mental health vary between age groups.

methodsCross sectional nationally representative survey data from the 2015-2019 and 2021-2022 National Survey on Drug Use and Health were used. Respondents were interviewed in their homes (2015-19) or via mixed household and web-based survey methods (2021-2022). Participants were 6045 14-25-year-old reporting past-year prescription opioid misuse. Mutually exclusive opioid sources were physicians, purchases, theft, and friends/family for free. Cross-tabulations estimated source prevalence by age, and logistic and negative binomial regression models evaluated links between sources (independent variable) and substance use, mental health, and sociodemographics (individual dependent variables).

resultsTheft declined significantly with age in the 2015-2019 cohort (12.4% to 4.7%), with some evidence of opioid source differences between 2015-2019 and 2021-2022. Those using purchases had the most past-month prescription opioid misuse days and the highest prevalence of substance use disorder from misuse (e.g., 23.4% of 2015-2019 young adults), other substance use, and mental health concerns; those using theft typically had the second highest rates, with the lowest rates often in the physician source group.

conclusionWe found age- and cohort-based differences in sources, and mechanisms underlying these differences warrant further study. Adolescents and young adults using purchases or theft to obtain opioids are important targets for identification and intervention.

Indexed as

Analgesics, OpioidMental HealthOpioid-Related DisordersPrescription Drug MisuseSubstance-Related DisordersAdolescentAdultAge FactorsCOVID-19Cross-Sectional StudiesFemaleHumansMaleUnited StatesYoung AdultAnalgesics, Opioidadolescentsopioidprescription drug misusesourceyoung adults

Identifiers

PMID40542613
PMCPMC12181802

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.