Evidence map›Paper›PMID 41612280›Full record

ArticleBMC public health2026

Longitudinal associations of traditional and cyberbullying victimization with perceived stress in adolescents: findings from the STARS cohort.

Sofia Panteli, Peter Friberg, Linda Beckman, Yun Chen

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Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

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3 · Its place in the literature

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1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Sofia PanteliSchool of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Box 469, Gothenburg, SE, 40530, Sweden.
Peter FribergSchool of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Box 469, Gothenburg, SE, 40530, Sweden.
Linda BeckmanDepartment of Public Health, Institute of Health Science, Karlstad University, Karlstad, Sweden.
Yun ChenSchool of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Box 469, Gothenburg, SE, 40530, Sweden. yun.chen@gu.se.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPerceived stress in adolescence is a known early marker for later mental health problems, including depression. Yet, its links to traditional and cyberbullying remain understudied, especially in longitudinal research. Gender differences in stress may reflect varying bullying experiences, but this connection is still unclear. This longitudinal study investigated whether victimization by traditional bullying and/or cyberbullying between ages 13 and 15 is associated with increased self-perceived stress, and whether these associations differ by sex or the form of victimization.

methodsWe used data from the baseline (age 13) and two-year follow-up (age 15) surveys of the STARS (Study of Resilience and Stress) cohort in Sweden. The sample included 2099 adolescents (44% male and 56% female). Perceived stress was measured by Cohen’s Perceived Stress Scale, while traditional bullying and cyberbullying victimization were each assessed using a single-item question. Statistical analyses included t-tests, chi-square tests, one-way ANOVAs, and General Linear Models for repeated measures adjusting for confounders in the whole sample, and sex-stratified analyses.

resultsPerceived stress increased between ages 13 and 15 for both sexes, with females consistently reporting higher stress levels than males. The prevalence of traditional bullying and cyberbullying victimization rates ranged from 8.2–11.2% and 7.1–9.9%, respectively, and generally declined over the two years. Females were more exposed to cyberbullying victimization at both time points (8.3–9.9%) compared to males (5.3–5.5%). In both sexes, experiencing bullying–whether traditional, cyber, or both–at the age 13, 15 or at both time points was associated with increased stress levels over the two years. The impact on stress persisted even without continued victimization. Although overall patterns were similar between males and females, being cyberbullied at age 15 was specifically associated with increased stress among females, but not males. Changes in stress levels were similar across both forms of victimization.

conclusionsExposure to traditional and/or cyberbullying at age 13, 15, or across both time points is associated with increased perceived stress over time in both males and females, highlighting the potentially lasting impact of victimization on adolescent stress trajectories and the importance of preventive and supportive interventions.

Indexed as

BullyingCrime VictimsCyberbullyingStress, PsychologicalAdolescentFemaleHumansLongitudinal StudiesMaleSex FactorsSubjective StressSwedenAdolescentsCyberbullyingLongitudinal studyMental health problemsSex differencesTraditional bullying

Identifiers

PMID41612280
PMCPMC12924448

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