Evidence map›Paper›PMID 42798453›Full record

SynthesisFrontiers in psychology2026

Factors associated with bystander intervention in cyberbullying: a systematic review.

Zhengmeng Wang, Xinxin Wei, Suriati Saad, Feroz De Costa, Tinglei Liu

Abstract readSystematic Review
In one paragraph

Synthesis 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
–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

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.

Zhengmeng Wang *School of Communication, Universiti Sains Malaysia, Penang, Malaysia.
Xinxin Wei *Universiti Putra Malaysia, Serdang, Malaysia.
Suriati SaadSchool of Communication, Universiti Sains Malaysia, Penang, Malaysia.
Feroz De CostaKuala Lumpur University of Science and Technology (KLUST), Kuala Lumpur, Malaysia.
Tinglei LiuUniversiti Putra Malaysia, Serdang, Malaysia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Cyberbullying among adolescents often takes place in front of an online audience, yet many bystanders remain passive. Evidence on factors associated with intervention is dispersed across psychological, relational, contextual, and platform-related areas. Methods: Following PRISMA 2020 and PRISMA-S, we searched Web of Science Core Collection, Scopus, ScienceDirect, SpringerLink, PubMed, and IEEE Xplore, together with citation searching and Google Scholar, for empirical studies published from 2018 to June 2026. Database searches identified 1,244 records and yielded 41 included reports; citation searching and Google Scholar identified eight additional reports, resulting in 49 reports overall. Conclusions about adolescent intervention were anchored in a 42-report core corpus, with seven reports at the population, phenomenon, or outcome boundaries examined separately. Included reports were appraised using the Mixed Methods Appraisal Tool (2018 version) and synthesized through a structured narrative approach across six a priori factor domains without meta-analysis. Results: The most consistent evidence concerned individual psychological resources, especially empathy, defender self-efficacy, and constructive moral orientation. Incident appraisal and relational, family, and school ecology were linked to intervention more conditionally, while demographic, sociocultural-normative, and platform-design factors were mixed or sparse. Most reports used cross-sectional designs and self-report measures, and the evidence was concentrated in a limited number of national settings. Discussion: The findings can be organized in a staged ecological framework moving from recognition and incident appraisal to moral-emotional activation, efficacy and norm calibration, and action selection. They may inform empathy and efficacy training, safe reporting routes, and supportive school, family, and peer conditions in adolescent school settings similar to those represented in the evidence; platform-level and cross-cultural applications require local adaptation and direct testing. Systematic review registration: https://doi.org/10.17605/OSF.IO/68CMH, identifier: OSF.IO/68CMH.

Indexed as

adolescentsbystander interventioncyberbullyingcyberbystanderdefending behaviorMMATPRISMAsystematic review

Identifiers

PMID42798453
PMCPMC13612459

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.