Evidence map›Paper›PMID 34255703›Full record

Trial reportJMIR mHealth and uHealth2021

A Mobile Phone-Based Life-Skills Training Program for Substance Use Prevention Among Adolescents: Cluster-Randomized Controlled Trial.

Severin Haug, Raquel Paz Castro, Andreas Wenger, Michael Patrick Schaub

2 registry-linked trialsOpen access · goldAbstract readRandomized Controlled Trial
In one paragraph

Trial report in JMIR mHealth and uHealth, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 27 papers, 6 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed, 6 pooled it
8.3field-weighted citation impact, top 3% 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.

NCT06922201 nanot yet recruitingnot on this mapstarted 2025, after this paper: background citation

SUstaiNable inteRventions and Healthy behavIours for adoleScent Primary prEvention of Cancer With Digital Tools. Study 1: SmartCoach

TypeinterventionalSponsorBiobizkaia Health Research InstituteRan2025 to 2028Enrolled3,500ConditionsCancerArmsSmartCoach
NCT06931847 not yet recruitingnot on this mapstarted 2025, after this paper: background citation

SUstaiNable inteRventions and Healthy behavIours for adoleScent Primary prEvention of Cancer With Digital Tools. Study 2: Multiple Behaviour Intervention Platform

Typeobservational_patient_registrySponsorBiobizkaia Health Research InstituteRan2025 to 2028Enrolled4,000ConditionsCancerArmsSUNRISE program
3 · Its place in the literature

Who cites it

27 citing papers in PubMed, 6 syntheses or guidelines pooled it, 34 citations in OpenAlex.

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  13. Mobile Health Interventions for Adolescent Smoking Prevention: A Scoping Review.Asian Pacific journal of cancer prevention : APJCP · 2026
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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

4 authors at 1 institution in 1 country.

Severin HaugSwiss Research Institute for Public Health and Addiction at Zurich University, Zurich, Switzerland.ORCID 0000-0002-6539-5045
Raquel Paz CastroSwiss Research Institute for Public Health and Addiction at Zurich University, Zurich, Switzerland.ORCID 0000-0003-4451-900X
Andreas WengerSwiss Research Institute for Public Health and Addiction at Zurich University, Zurich, Switzerland.ORCID 0000-0003-4818-4681
Michael Patrick SchaubSwiss Research Institute for Public Health and Addiction at Zurich University, Zurich, Switzerland.ORCID 0000-0002-8375-4005
Addiction Switzerland · CH

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundLife skills are abilities for adaptive and positive behavior that enable individuals to deal effectively with the demands and challenges of everyday life. Life-skills training programs conducted within the school curriculum are effective in preventing the onset and escalation of substance use among adolescents. However, their dissemination is impeded due to their large resource requirements. Life-skills training provided via mobile phones may provide a more economic and scalable approach.

objectiveThe goal of this study was to test the appropriateness (ie, acceptance, use, and evaluation) and short-term efficacy of a mobile phone-based life-skills training program to prevent substance use among adolescents within a controlled trial.

methodsThe study design was a two-arm, parallel-group, cluster-randomized controlled trial with assessments at baseline and follow-up assessments after 6 and 18 months. This report includes outcomes measured up to the 6-month follow-up. The efficacy of the intervention was tested in comparison to an assessment-only control group. The automated intervention program SmartCoach included online feedback and individually tailored text messages provided over 22 weeks. The contents were based on social cognitive theory and addressed self-management skills, social skills, and substance use resistance skills. Linear mixed models and generalized linear mixed models, as well as logistic or linear regressions, were used to investigate changes between baseline and 6-month follow-up in the following outcomes: 30-day prevalence rates of problem drinking, tobacco use, and cannabis use as well as quantity of alcohol use, quantity of cigarettes smoked, cannabis use days, perceived stress, well-being, and social skills.

resultsA total of 1759 students from 89 Swiss secondary and upper secondary school classes were invited to participate in the study. Of these, 1473 (83.7%) students participated in the study; the mean age was 15.4 years (SD 1.0) and 55.2% (813/1473) were female. Follow-up assessments at 6 months were completed by 1233 (83.7%) study participants. On average, program participants responded to half (23.6 out of 50) of the prompted activities. Program evaluations underlined its appropriateness for the target group of secondary school students, with the majority rating the program as helpful and individually tailored. The results concerning the initial effectiveness of this program based on 6-month follow-up data are promising, with three of nine outcomes of the intention-to-treat analyses showing beneficial developments of statistical significance (ie, quantity of alcohol use, quantity of tobacco use, and perceived stress; P<.05) and another three outcomes (ie, problem drinking prevalence, cannabis use days, and social skills) showing beneficial developments of borderline significance (P<.10).

conclusionsThe results showed good acceptance of this intervention program that could be easily and economically implemented in school classes. Initial results on program efficacy indicate that it might be effective in both preventing or reducing substance use and fostering life skills; however, data from the final 18-month follow-up assessments will be more conclusive.

trial registrationISRCTN Registry ISRCTN41347061; https://doi.org/10.1186/ISRCTN41347061.

Indexed as

Cell PhoneSubstance-Related DisordersText MessagingAdolescentAlcohol DrinkingFemaleHumansMotivationadolescentslife skillsmobile phonepreventionsubstance use

Identifiers

PMID34255703
PMCPMC8317035
OpenAlexW3180141797

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.