SynthesisFrontiers in psychology2025
The association between the use of digital technologies and positive youth development: a systematic review.
Synthesis in Frontiers in psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
What it found
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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.
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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.
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Who cites it
3 citing papers in PubMed.
- Anxiety and Depression Associated With the Dependent Use of Generative AI in Medical Students: Cross-Sectional Study.JMIR formative research · 2026Article
- Digital literacy and subjective wellbeing of young people: a mixed-methods approach based on SEM and fsQCA.Frontiers in psychology · 2026Article
- The role of loneliness in smartphone addiction levels of adolescent online game players.Frontiers in psychology · 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
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: Excessive internet use among adolescents has increasingly raised concerns about its potential impact on psychological well-being, including issues such as depression and anxiety. Despite the extensive research on this topic, few studies have examined it through the lens of the Positive Youth Development (PYD) model. This model emphasizes the strengths and skills that enable adolescents to develop into healthy, well-integrated adults. This study aimed to analyze the influence of PYD on children's and adolescents' use of the Internet, social media, and Artificial Intelligence. Methods: A systematic review was conducted following PRISMA guidelines across the Web of Science, Scopus, and PubMed databases from their inception until December 2024. The protocol was registered in PROSPERO (CRD42024602945). Results: 17 quantitative studies (cross-sectional and longitudinal) published between 2012 and 2024 met the inclusion criteria and were evaluated using the Joanna Briggs Institute tool. The results suggest that PYD acts as a protective factor against risk behaviors associated with excessive use of the Internet and social media, such as pornography consumption, sexting, gaming disorders, and cyberbullying. This protective effect is consistent with its influence on other risk behaviors. Furthermore, variables such as emotional self-regulation and family environment were identified as crucial in mitigating these behaviors. Discussion: The PYD model appears to offer promising strategies for promoting responsible use of digital technologies. However, most studies were conducted in China, suggesting the need for cross-cultural research to support the generalization of the findings. Moreover, research is still needed to address the association between PYD and artificial intelligence use. Finally, the study discusses the implications of these results for future research and practice. Systematic review registration: https://www.crd.york.ac.uk/PROSPERO/view/CRD42024602945, identifier [CRD42024602945].
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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.