Evidence map›Paper›PMID 42534451›Full record

ReviewJAACAP open2026

Systematic Review: Culturally Tailored Digital Substance Use Prevention Interventions for Black Adolescents.

Kammarauche Aneni, Destiny Pegram, Jenny Meyer, Melissa C Funaro, Roberta L Bruhn, Uzochukwu Imo, Aaron Hogue, José Szapocznik, Ijeoma Opara

Abstract readReview
In one paragraph

Review in JAACAP open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

9 authors.

Kammarauche AneniYale University, New Haven, Connecticut.
Destiny PegramYale University, New Haven, Connecticut.
Jenny MeyerYale University, New Haven, Connecticut.
Melissa C FunaroYale University, New Haven, Connecticut.
Roberta L BruhnYale University, New Haven, Connecticut.
Uzochukwu ImoUniversity of Ibadan, Ibadan, Nigeria.
Aaron HoguePartnership to End Addiction, New York, New York.
José SzapocznikUniversity of Miami, Miami, Florida.
Ijeoma OparaYale University, New Haven, Connecticut.

Funding

The Florida Node Alliance of the National Drug Abuse Treatment Clinical Trials NetworkUG1DA013720 · NIDA · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI Daniel J Feaster, Viviana Elizabeth Horigian · 2015 to 2026
$50.6M
Integrating Community Based Participatory Research and Machine Learning Methods to Predict Youth Substance Use Disorders for Urban Cities in New JerseyDP1DA058982 · NIDA · YALE UNIVERSITY · PI OPARA, IJEOMA · 2023 to 2024
$2.3M
Understanding the Role of Neighborhoods on Urban Youth's Substance Use and Mental Health: A Community-Based Substance Abuse Prevention ProjectDP5OD029636 · OD · YALE UNIVERSITY · PI OPARA, IJEOMA · 2020 to 2024
$2.2M
Health Equity Focused Clinical Decision Supports to Prevent Teen Substance Use in Pediatric Primary CareR61DA062103 · NIDA · YALE UNIVERSITY · PI Kammarauche Aneni, Deepa R Camenga · 2025 to 2026
$1.1M
A Family-Based Digital Intervention to Address Early Substance Use Among Adolescents in Primary Care SettingsK23DA059638 · NIDA · YALE UNIVERSITY · PI Kammarauche Aneni · 2024 to 2026
$585k
NIDA NIH HHS DP1 DA058982NIDA NIH HHS K23 DA059638NIDA NIH HHS R61 DA062103NIDA NIH HHS UG1 DA013720NIH HHS DP5 OD029636
6 · The paper itself

Abstract

Objective: Black adolescents differ from adolescents of other racial/ethnic groups in prevalence, patterns, risk and protective factors, and consequences of substance use, underscoring the need for culturally tailored interventions. Black adolescents also experience unique barriers in access to interventions that may be amenable to digital interventions. However, based on available literature, no systematic review has examined the efficacy of culturally tailored digital interventions for substance use prevention among Black adolescents. Here, existing culturally tailored digital interventions for substance use prevention among Black adolescents were systematically reviewed, and their efficacy in preventing substance use was examined. Method: A systematic search of biomedical research databases was conducted. Search terms included controlled vocabulary terms and free text terms for concepts of digital interventions, substance use, and clinical trials. Randomized controlled trials comparing a culturally tailored intervention for Black adolescents with a control intervention were included. The level of cultural tailoring (surface- vs deep-level tailoring) was determined, and the impact of interventions on substance use outcomes was assessed. The quality of studies was evaluated using the National Institutes of Health tool for quality assessment of controlled intervention studies. A narrative synthesis summarizing results by study characteristics, intervention characteristics, and study outcomes/findings was also conducted. Results: Eleven articles comprising 6 studies testing 6 interventions met inclusion criteria. The proportion of Black adolescents varied among studies from 41% to 100% (n = 109-421). Four interventions significantly improved overall substance use outcomes with effect sizes ranging from 0.002 to 1.5 for alcohol use, 0.11 to 1.57 for marijuana use, 0.002 to 0.64 for tobacco use, and 0.009 to 0.35 for other drugs. Five interventions also improved antecedents to substance use (eg, self-efficacy, intentions to use drugs, parental monitoring). Effects persisted at long-term follow-up (≥12 months) among 75% of interventions that examined these outcomes. Cultural tailoring varied widely among interventions, with 4 studies reporting surface-level adaptations, 1 study reporting deep-level adaptations, and 1 study reporting both surface- and deep-level adaptations. Cultural tailoring largely focused on intervention content, with only 2 studies describing additional tailoring at the implementation level. One study assessed the impact of cultural tailoring on intervention outcomes. Interventions were tested in various settings, including community (2 studies), home (1 study), school (1 study), emergency department (1 study), and primary care (1 study); were delivered using a CD-ROM/computer (5 studies) or videotape (1 study); and comprised different types of interventions, including universal (4 studies), selective (1 study), and indicated (1 study). Conclusion: Although the number of available studies is limited, culturally tailored digital interventions appear to be effective at improving substance use outcomes among Black adolescents and have been tested across various settings. However, the impact of cultural tailoring is challenging to isolate, given the wide variability in the description of culturally tailored content, the lack of homogeneity in the study samples, and the lack of evaluation of the effect of cultural tailoring on intervention outcomes. Given rapid advances in digital technologies and the pressing need to curtail the rise in substance use among Black adolescents, it is imperative to design, test, and implement digital interventions that meet the needs of Black adolescents. Study registration information: Culturally adapted digital substance use interventions for black adolescents: a systematic review; https://www.crd.york.ac.uk/PROSPERO/view/CRD42023452522.

Indexed as

Black adolescentsculturally tailored interventionsdigital interventionssubstance use prevention

Identifiers

PMID42534451
PMCPMC13420601

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.