Evidence map›Paper›PMID 32437756›Full record

ArticleThe Journal of pediatrics2020

Adolescent Opioid Misuse Attributable to Adverse Childhood Experiences.

Elizabeth A Swedo, Steven A Sumner, Sietske de Fijter, Luke Werhan, Kirkland Norris, Jennifer L Beauregard, Martha P Montgomery, Erica B Rose, Susan D Hillis, Greta M Massetti

Open access · greenAbstract read
In one paragraph

Article in The Journal of pediatrics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.

0numbers the graph read from it
0cells of the map it votes in
25citing papers in PubMed
2.7field-weighted citation impact, top 6% 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.

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

25 citing papers in PubMed, 53 citations in OpenAlex.

  1. Article
  2. Adverse Effects of Non-Medical Use of Cannabis or Opioids Associated with Adverse Childhood Experiences.International journal of environmental research and public health · 2026
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  6. The Impact of Adversity and Family Conflict on Risk for Future Substance Use Among Young Adolescents in the Adolescent Brain Cognitive Development Study (ABCD Study): A Cohort Analysis.Journal of child and adolescent psychiatric nursing : official publication of the Association of Child and Adolescent Psychiatric Nurses, Inc · 2025
    Article
  7. Adolescents' Adverse Childhood Experiences, Poor Mental Health, and Substance Use During the COVID-19 Pandemic.The Journal of adolescent health : official publication of the Society for Adolescent Medicine · 2025
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  16. Poly-victimization and opioid use during late adolescence and young adulthood: Health behavior disparities and protective factors.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2022
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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

10 authors at 7 institutions in 1 country.

Elizabeth A SwedoEpidemic Intelligence Service, Centers for Disease Control and Prevention, Atlanta, GA; Division of Violence Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA. Electronic address: eswedo@cdc.gov.
Steven A SumnerDivision of Violence Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA.
Sietske de FijterOhio Department of Health, Columbus, OH.
Luke WerhanOhio Department of Health, Columbus, OH.
Kirkland NorrisStark County Health Department, Canton, OH.
Jennifer L BeauregardEpidemic Intelligence Service, Centers for Disease Control and Prevention, Atlanta, GA; Division of Nutrition, Physical Activity, and Obesity, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA; Division of Congenital and Developmental Disorders, National Center on Birth Defects & Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA.
Martha P MontgomeryEpidemic Intelligence Service, Centers for Disease Control and Prevention, Atlanta, GA; Ohio Department of Health, Columbus, OH; Division of Viral Hepatitis, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA.
Erica B RoseEpidemic Intelligence Service, Centers for Disease Control and Prevention, Atlanta, GA; Division of Viral Diseases, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA; Division of Foodborne, Waterborne & Environmental Diseases, National Center for Emerging & Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA.
Susan D HillisDivision of Violence Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA; Office of the Global AIDS Coordinator.
Greta M MassettiDivision of Violence Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA.
Centers for Disease Control and Prevention · USOhio Department of Health · USAIDS United · USEpidemic Intelligence Service · USNational Center for HIV/AIDS Viral Hepatitis STD and TB Prevention · USNational Center for Immunization and Respiratory Diseases · USStark County District Library · US

Funding

Intramural CDC HHS CC999999
6 · The paper itself

Abstract

objectivesTo estimate the proportion of opioid misuse attributable to adverse childhood experiences (ACEs) among adolescents. STUDY

designA cross-sectional survey was administered to 10 546 seventh-to twelfth-grade students in northeastern Ohio in Spring 2018. Study measures included self-reported lifetime exposure to 10 ACEs and past 30-day use of nonmedical prescription opioid or heroin. Using generalized estimating equations, we evaluated associations between recent opioid misuse, individual ACEs, and cumulative number of ACEs. We calculated population attributable fractions to determine the proportion of adolescents' recent opioid misuse attributable to ACEs.

resultsNearly 1 in 50 adolescents reported opioid misuse within 30 days (1.9%); approximately 60% of youth experienced ≥1 ACE; 10.2% experienced ≥5 ACEs. Cumulative ACE exposure demonstrated a significant graded relationship with opioid misuse. Compared with youth with zero ACEs, youth with 1 ACE (aOR 1.9, 95% CI, 0.9-3.9), 2 ACEs (aOR, 3.8; 95% CI, 1.9-7.9), 3 ACEs (aOR, 3.7; 95% CI, 2.2-6.5), 4 ACEs (aOR, 5.8; 95% CI, 3.1-11.2), and ≥5 ACEs (aOR, 15.3; 95% CI, 8.8-26.6) had higher odds of recent opioid misuse. The population attributable fraction of recent opioid misuse associated with experiencing ≥1 ACE was 71.6% (95% CI, 59.8-83.5).

conclusionsThere was a significant graded relationship between number of ACEs and recent opioid misuse among adolescents. More than 70% of recent adolescent opioid misuse in our study population was attributable to ACEs. Efforts to decrease opioid misuse could include programmatic, policy, and clinical practice interventions to prevent and mitigate the negative effects of ACEs.

Indexed as

AdolescentAdverse Childhood ExperiencesCausalityCohort StudiesCross-Sectional StudiesFemaleHumansMaleOhioOpioid-Related Disorders

Identifiers

PMID32437756
PMCPMC8253221
OpenAlexW3021819188

What OpenQuestion holds

Textmetadata
LicenceTDM
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.