Evidence map›Paper›PMID 41937207›Full record

ArticleChild and adolescent psychiatry and mental health2026

Support system networks: how support systems shape problematic social media use, mental health, and substance use in Czech adolescents.

Jakub Helvich, Lukas Novak, Zdenek Meier, Martin Heveri, Peter Tavel

Abstract read
In one paragraph

Article in Child and adolescent psychiatry and mental health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Jakub HelvichOlomouc University Social Health Institute, Palacký University Olomouc, Univerzitní 244/22, Olomouc, 771 11, Czech Republic. jakub.helvich@oushi.upol.cz.
Lukas NovakOlomouc University Social Health Institute, Palacký University Olomouc, Univerzitní 244/22, Olomouc, 771 11, Czech Republic.
Zdenek MeierOlomouc University Social Health Institute, Palacký University Olomouc, Univerzitní 244/22, Olomouc, 771 11, Czech Republic.
Martin HeveriOlomouc University Social Health Institute, Palacký University Olomouc, Univerzitní 244/22, Olomouc, 771 11, Czech Republic.
Peter TavelOlomouc University Social Health Institute, Palacký University Olomouc, Univerzitní 244/22, Olomouc, 771 11, Czech Republic.

Funding

Ministerstvo Školství, Mládeže a Tělovýchovy CZ.02.01.01/00/23_025/0008686the Sts Cyril and Methodius Faculty of Theology of Palacký University Olomouc IGA_CMTF_2026_007
6 · The paper itself

Abstract

backgroundProblematic social media use (PSMU) has become a critical public health issue, with adolescents being one of the most engaged demographic. However, little is known about how distinct social support systems shape the associations between PSMU, mental health, and substance use.

objectiveThe first objective was to compare how support systems (peer, classmate, teacher, family, and self) shape the associations between PSMU, mental health, and substance use. The second objective was to explore which support systems are most prominent among boys and girls. METHODOLOGY: A representative sample of 5,487 Czech adolescents (50.88% boys, mean age = 15.48, SD = 0.53) was used for the analysis from the 2022 Health Behaviour in School-aged Children study. A network analysis based on undirected Mixed Graphical Models was used to examine the associations. Separate networks for each support system, stratified by gender, were estimated and compared.

resultsTeacher and classmate support altered the associations in boys, while peer support was more prominent for girls. Family support altered both networks, though its function varied between genders. Self-support functioned as a bridge symptom in both genders, connecting PSMU with mental health and well-being, particularly in girls. In boys, classmate and family support made the association between PSMU and heated tobacco use as well as irritability absent, whereas in girls, peer and family support shaped the links between PSMU and well-being.

conclusionThe findings highlight the gender-specific nature of support systems and underscore the need for more nuanced approaches when facilitating external and internal support in adolescents.

Indexed as

HBSCMental healthNetwork analysisProblematic social media useSocial supportSubstance use

Identifiers

PMID41937207
PMCPMC13235073

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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.