SynthesisHealth education research2025
Planning, implementation, evaluation, and sustainment of digital health interventions for adolescent substance use prevention: a systematic review of influencing factors based on the RE-AIM framework.
Synthesis in Health education research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 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
3 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Digital health interventions for psychological and cognitive care in cancer patients and caregivers: A RE-AIM-based systematic review.Applied psychology. Health and well-being · 2026Pooled it
- Prevention is Missing Its Moment: Community Colleges as Essential Infrastructure for Life-Course Cancer Prevention.Journal of prevention (2022) · 2026Article
- Usability evaluation of Alerta Alcohol 2.0: an eHealth game to prevent adolescent alcohol consumption.Journal of public health (Oxford, England) · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
School-based health interventions can help prevent adolescent substance use, but their success depends on various factors affecting planning and evaluation. This study examines the factors that facilitate or hinder the success of school-based digital health interventions. A systematic review was conducted in September-October 2024, following PRISMA guidelines, using PubMed, Scopus, Web of Science, CINAHL, and PsycINFO databases. From a total of 2530 studies, after removing duplicates and screening titles and abstracts, 51 full-text articles were assessed and 12 met the inclusion criteria. Data were extracted using an adapted tool for systematic reviews applying the RE-AIM (Reach, Effectiveness, Adoption, Implementation, and Maintenance) framework. The methodological quality was assessed with Joanna Briggs Institute tools. The studies included cluster-randomized controlled trials, quasi-experimental designs, and one cross-sectional study, primarily targeting adolescents aged 11.9-17.4 years, with sample sizes ranging from 90 to nearly 5000 participants. Most interventions were implemented in schools in the USA, Europe, and Taiwan, with balanced gender distribution. Many studies reported on reach and effectiveness in reducing substance use, particularly alcohol. However, adoption and implementation factors influencing school participation were less frequently addressed, and maintenance was not mentioned. To maximize impact, future efforts should focus on enhancing sustainment and participation by leveraging emerging technologies for personalization.
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What OpenQuestion holds
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.