Evidence map›Paper›PMID 40549948›Full record

SynthesisJournal of behavioral addictions2025

The effectiveness of school-based interventions to reduce problematic digital technology use and screen time: A systematic review and meta-analysis.

Mark Žmavc, Janja Horvat, Maja Židan, Špela Selak

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in Journal of behavioral addictions, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 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

10 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Trial
  4. Digital media balance and mental health: effects of a school-based program.Child and adolescent psychiatry and mental health · 2026
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  5. Review
  6. Article
  7. Article
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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.

Mark Žmavc1National Institute of Public Health, Slovenia.ORCID 0000-0002-1100-1493
Janja Horvat1National Institute of Public Health, Slovenia.ORCID 0009-0007-4282-8921
Maja Židan3University Rehabilitation Institute of Republic Slovenia - Soča, Slovenia.ORCID 0009-0008-5068-6297
Špela Selak1National Institute of Public Health, Slovenia.ORCID 0000-0002-0346-8296

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and aims: A growing body of evidence suggests that excessive digital engagement can lead to adverse consequences, especially in children and adolescents. Many stakeholders point to prevention in the school environment as one way to mitigate these harms, though their effectiveness is unclear. We conducted a systematic review and meta-analysis to evaluate existing school-based preventive interventions aimed at reducing digital addiction and screen time among individuals aged 6-19 years old. Methods: We conducted a comprehensive literature search across various databases, including Web of Science, PubMed, Scopus, PsycINFO, and Google Scholar, to identify relevant studies published between 2013 and 2023, of which 34 met the inclusion criteria. Results: The reviewed interventions were particularly effective at reducing measures of problematic digital technology use (d = 1.47 after intervention; d = 1.13 at follow-up), while being less effective at reducing screen time (d = 0.15 after intervention; d = 0.15 at follow-up). Interventions which were externally led, actively included parents, targeted at-risk youth or employed a therapy-based approach were more successful at decreasing problematic digital technology use. A slightly larger decrease in screen time was observed in interventions with external leaders, targeting at risk populations and those lasting upwards of three months. Discussion and Conclusions: Due to the observed publication bias and modest statistical power within subgroup analyses, more empirical research is recommended to confirm the identified trends. Overall, given the promising results, policymakers should strongly consider exploring possibilities of systemic inclusion of digital addiction interventions within the school curriculum.

Indexed as

Digital TechnologyInternet Addiction DisorderSchool Health ServicesScreen TimeAdolescentChildHumansSchoolsYoung Adultdigital addictionsinterventionsmeta-analysispreventionproblematic digital technology useschool-basedscreen timesystematic review

Identifiers

PMID40549948
PMCPMC12231446

What OpenQuestion holds

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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.