Evidence map›Paper›PMID 41768185›Full record

ArticleFrontiers in psychology2026

Beyond social media users and game players: patterns of digital media use and their association with personality traits.

Irena Stojković, Tatjana Mentus, Marija Jelić, Božidar Filipović, Marijana Veselinović

Abstract read
In one paragraph

Article in Frontiers in psychology, 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

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

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

5 authors.

Irena StojkovićFaculty of Special Education and Rehabilitation, University of Belgrade, Belgrade, Serbia.
Tatjana MentusFaculty of Special Education and Rehabilitation, University of Belgrade, Belgrade, Serbia.
Marija JelićFaculty of Special Education and Rehabilitation, University of Belgrade, Belgrade, Serbia.
Božidar FilipovićFaculty of Special Education and Rehabilitation, University of Belgrade, Belgrade, Serbia.
Marijana VeselinovićFaculty of Special Education and Rehabilitation, University of Belgrade, Belgrade, Serbia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Following the uses and gratifications theoretical framework, the objectives of the present study were to employ a person-centered approach to identify patterns of digital media use based on motivations, activities, and content, and to examine the role of personality traits in differentiating these profiles. Methods: The samples of high school and university students from Belgrade, Serbia, participated in Study 1, a qualitative focus group study aimed to investigate aspects of digital media use through qualitative content analysis; and Study 2, a quantitative study of constructing digital media use scales, establishing patterns of digital media use through latent profile analysis, and investigating their associations with personality traits. Results: The created scales of digital media use demonstrated adequate construct validity, reliability, and measurement invariance across gender. Seven distinct profiles of digital media use were identified. The profiles Discussion: The findings offer implications for designing interventions that promote beneficial media use among young people.

Indexed as

Big Fivedigital media use activitiesdigital media use contentdigital media use motivationpersonality traits

Identifiers

PMID41768185
PMCPMC12946117

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.