Evidence map›Paper›PMID 40392587›Full record

SynthesisJournal of medical Internet research2025

Mobile- and Web-Based Interventions for Promoting Healthy Diets, Preventing Obesity, and Improving Health Behaviors in Children and Adolescents: Systematic Review of Randomized Controlled Trials.

Clara Talens, Noelia da Quinta, Folasade A Adebayo, Maijaliisa Erkkola, Maria Heikkilä, Kamilla Bargiel-Matusiewicz, Natalia Ziółkowska, Patricia Rioja, Agnieszka E Łyś, Elena Santa Cruz and 1 more

Abstract readSystematic Review
In one paragraph

Synthesis in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 4 pooled it
–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

15 citing papers in PubMed, 4 syntheses or guidelines pooled it.

  1. Intervention Using Video and Comic Books Targeting Nutritional Outcomes in Children and Adolescents: A Systematic Review.Journal of human nutrition and dietetics : the official journal of the British Dietetic Association · 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

11 authors.

Clara TalensAZTI, Food Research, Basque Research and Technology Alliance (BRTA), Derio, Spain.ORCID 0000-0003-3904-9007
Noelia da QuintaAZTI, Food Research, Basque Research and Technology Alliance (BRTA), Derio, Spain.ORCID 0000-0002-0888-7713
Folasade A AdebayoDepartment of Food and Nutrition, Faculty of Agriculture and Forestry, University of Helsinki, Helsinki, Finland.ORCID 0000-0001-8263-1735
Maijaliisa ErkkolaDepartment of Food and Nutrition, Faculty of Agriculture and Forestry, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-6966-1523
Maria HeikkiläDepartment of Food and Nutrition, Faculty of Agriculture and Forestry, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-3645-3349
Kamilla Bargiel-MatusiewiczFaculty of Psychology, University of Warsaw, Warsaw, Poland.ORCID 0000-0002-9467-2267
Natalia ZiółkowskaFaculty of Psychology, University of Warsaw, Warsaw, Poland.ORCID 0000-0002-0298-9612
Patricia RiojaAZTI, Food Research, Basque Research and Technology Alliance (BRTA), Derio, Spain.ORCID 0000-0001-8964-1530
Agnieszka E ŁyśFaculty of Psychology and Cognitive Science, Adam Mickiewicz University in Poznań, Poznań, Poland.ORCID 0000-0001-8346-1862
Elena Santa CruzAZTI, Food Research, Basque Research and Technology Alliance (BRTA), Derio, Spain.ORCID 0000-0002-8126-1661
Jelena MeiniläDepartment of Food and Nutrition, Faculty of Agriculture and Forestry, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-6377-1377

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundChildhood and adolescent obesity is a growing global health issue linked to noncommunicable diseases such as cardiovascular disease and type 2 diabetes. Digital health technologies, including mobile apps and web-based programs, offer scalable tools to improve health behaviors, but their effectiveness in young populations remains unclear.

objectiveThis systematic review aimed to evaluate the effectiveness of mobile and web-based digital interventions in promoting healthy diets, reducing obesity risk, increasing physical activity, and improving nutrition-related knowledge and attitudes among children and adolescents.

methodsA systematic search was conducted across PubMed, Scopus, Web of Science, and Google Scholar databases, along with hand-searching reference lists of key systematic reviews. The search encompassed records published up to September 30, 2024. Eligible studies were randomized controlled trials targeting dietary intake, anthropometric measurements, physical activity, or nutrition-related attitudes and knowledge among participants aged ≤18 years. Screening, full-text eligibility assessment, and data extraction were done partly in duplicate (20%; κ=0.86 for title or abstract screening, κ=0.71 for full-text eligibility assessment, and κ=0.78 data extraction). Risk of bias was evaluated using the Cochrane Risk-of-Bias tool (κ=0.71 for interrater reliability of 20% duplicate evaluation). Data were synthesized narratively.

resultsFrom 300 records screened, a total of 37 articles (34 studies) were included. Interventions included games, (in 21/34 studies, 62%), mobile apps, web-based programs, and other digital tools. Among the 34 included studies, 23 (68%) studies reported positive outcomes for at least 1 measured variable. Fruit intake improved in 17 of 34 studies (50%) assessing fruit intake, while 7 of 34 studies (21%) targeting sugar-sweetened beverage consumption showed reductions. Improvements in nutrition knowledge were reported in 23 of 34 (68%) studies, but changes in anthropometric measures and physical activity outcomes showed no effect. Risk of bias was low for random sequence generation but high or unclear in other domains for many studies.

conclusionsMobile- and web-based interventions, particularly game-based tools, show promise for promoting healthy dietary behaviors and increasing nutrition knowledge in children and adolescents. However, the evidence for long-term sustainability and impact on anthropometric and physical activity outcomes remains limited. Future research should focus on understanding which digital features drive effectiveness, extending follow-up periods, and exploring the role of family involvement in interventions.

trial registrationPROSPERO CRD42023423512; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=423512.

Indexed as

Diet, HealthyHealth BehaviorHealth PromotionInternetInternet-Based InterventionMobile ApplicationsPediatric ObesityAdolescentChildExerciseHumansRandomized Controlled Trials as Topicadolescent healthchildhood obesity preventiondietary behaviordigital healtheHealthgamified interventionmHealthmobile appsnutrition educationnutrition literacyphysical activity promotionrandomized controlled trialschool healthserious gamesweb-based intervention

Identifiers

PMID40392587
PMCPMC12134700

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.