Evidence map›Paper›PMID 41803367›Full record

ArticleScientific reports2026

Subjective happiness moderates the relationship between implicit and explicit attitudes and excessive digital media use among adolescents.

Jakub Hladik, Karla Hrbackova, Anna Petr Safrankova

Abstract read
In one paragraph

Article in Scientific reports, 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
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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

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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

3 authors.

Jakub HladikFaculty of Humanities, Tomas Bata University in Zlín, Štefánikova 5670, Zlín, 760 01, Czech Republic. hladik@utb.cz.
Karla HrbackovaFaculty of Humanities, Tomas Bata University in Zlín, Štefánikova 5670, Zlín, 760 01, Czech Republic.
Anna Petr SafrankovaFaculty of Humanities, Tomas Bata University in Zlín, Štefánikova 5670, Zlín, 760 01, Czech Republic.

Funding

Czech Science Foundation GA CR 24-11912S
6 · The paper itself

Abstract

Excessive digital media use (EDMU) represents a growing mental health concern among adolescents. However, it is unclear how implicit and explicit attitudes-automatic emotional vs. conscious rational evaluation-contribute to EDMU, and how these mechanisms differ according to subjective happiness. We analyzed data from 1,425 adolescents (M age = 13.12), to compare high (n = 312) and low subjective happiness (n = 171). Unhappy adolescents exhibited higher EDMU and impulsivity, and lower self-control compared to their happier peers. In this group, positive implicit attitudes toward social media predicted EDMU both directly and indirectly through impulsivity and self-control, while explicit attitudes had only a direct effect. No significant effects of attitudes were found among happy adolescents; however, with higher self-control having a protective effect. The results suggest that implicit and explicit attitudes influence EDMU differently, with their impact depending on subjective happiness, highlighting the need for a graded approach in intervention strategies.

Indexed as

AttitudeHappinessAdolescentDigital MediaFemaleHumansImpulsive BehaviorMaleMedia ExposureSelf-ControlSocial MediaAdolescentsExcessive digital media useExplicit attitudesImplicit attitudesSelf-controlSubjective happiness

Identifiers

PMID41803367
PMCPMC13096433

What OpenQuestion holds

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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.