Evidence map›Paper›PMID 41793660›Full record

ArticleAsian Pacific journal of cancer prevention : APJCP2026

Mobile Health Interventions for Adolescent Smoking Prevention: A Scoping Review.

La Ode Reskiaddin, Ismil Khairi Lubis, Denny Agustiningsih, Yayi Suryo Prabandari

Abstract readScoping Review
In one paragraph

Article in Asian Pacific journal of cancer prevention : APJCP, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

La Ode ReskiaddinDoctoral Program in Medicine and Health Science, Universitas Gadjah Mada, Yogyakarta, Indonesia.ORCID 0000-0001-6991-5450
Ismil Khairi LubisDoctoral Program in Medicine and Health Science, Universitas Gadjah Mada, Yogyakarta, Indonesia.ORCID 0000-0001-7360-5623
Denny AgustiningsihDepartment of Physiology, Universitas Gadjah Mada, Yogyakarta, Indonesia.ORCID 0000-0001-7008-0390
Yayi Suryo PrabandariDepartment of Health Behavior, Environment, and Social Medicine, Universitas Gadjah Mada, Indonesia.ORCID 0009-0002-5787-9645

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSmoking behavior among adolescents is a significant global public health concern. Despite the implementation of numerous conventional interventions, their effectiveness remains variable, highlighting the need for more adaptive and individualized strategies. In this context, technological innovations via mobile health (mHealth) have emerged as a potentially effective approach for smoking prevention. However, evidence regarding their implementation, effectiveness, and impact specifically among adolescents remains scarce and fragmented.

objectiveTo identify the types, forms of implementation, and effects of mHealth interventions aimed at preventing smoking behavior among adolescents.

methodsA scoping review was conducted following the JBI and PRISMA-ScR guidelines. Articles were selected based on eligible criteria using the electronic databases PubMed, Scopus, Embase, Web of Science, and Cochrane Library. Eligible studies included experimental quantitative studies utilizing mHealth interventions targeting adolescents aged 13-18 years. Data processing was conducted using Rayyan.ai. The data were narratively analyzed and presented in tabular form.

resultThe literature search identified 1,028 records, of which 16 studies met the eligibility criteria and were subsequently included in the analysis. The mHealth interventions identified included gamification-based apps, text messaging (SMS), and educational chatbots. Intervention platforms varied, ranging from smartphone applications to SMS-based programs. Most studies indicated that mHealth was effective in preventing smoking initiation, increasing risk perception, and reducing smoking intensity, although results varied by gender, age, and participants' social backgrounds.

conclusionmHealth interventions show promise as innovative strategies for smoking prevention among adolescents. Integrating mHealth into school and community programs, as well as tailoring interventions to local social and cultural contexts, is key to enhancing program effectiveness and reach. Further research is needed to evaluate long-term impacts and effectiveness across diverse populations.

Indexed as

Adolescent BehaviorSmokingSmoking PreventionTelemedicineAdolescentDigital HealthHumansText MessagingKeywords: adolescentsmHealthScoping reviewsmoking

Identifiers

PMID41793660
PMCPMC13552973

What OpenQuestion holds

Textmetadata
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Registered trials

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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.