Evidence map›Paper›PMID 42403596›Full record

ArticleFrontiers in psychology2026

The role of Machiavellianism, cyberbullying, and family relationships in adolescent gaming addiction: a problem behavior theory approach.

Enver Ulaş, Harun Ismail Incekara

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. Cited by 1 paper.

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

1 citing paper in PubMed.

  1. Article
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

2 authors.

Enver UlaşIstanbul Sabahattin Zaim Universitesi, İstanbul, Türkiye.
Harun Ismail IncekaraDepartment of Educational Sciences, Istanbul Medipol University, İstanbul, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and objectives: This study investigates the relationship between gaming addiction and Machiavellianism in adolescents, focusing on the mediating role of cyberbullying and the moderating role of the parent-adolescent relationship. Methods: A total of 601 high school students in Istanbul participated in the study. Participants completed standardized measures assessing gaming addiction, Machiavellian traits, cyberbullying behaviors, and the quality of their relationship with their parents. Structural equation modeling (SEM) was used to test a moderated mediation model. Results: Cyberbullying significantly mediated the relationship between gaming addiction and Machiavellianism. Moreover, the parent-adolescent relationship moderated the link between gaming addiction and cyberbullying: the association was stronger among adolescents reporting lower relationship quality. Model fit indices indicated acceptable fit for the proposed model. Conclusion: These findings highlight the psychological and social pathways through which gaming addiction may relate to manipulative personality traits. Interventions aiming to improve family dynamics and reduce cyberbullying behaviors may help mitigate the negative effects of excessive gaming in adolescents.

Indexed as

adolescentscyberbullyinggaming addictionMachiavellianismmediationmoderationparent-adolescent relationship

Identifiers

PMID42403596
PMCPMC13329103

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.