“Latent Profiles of Cyberbullying: Mapping Awareness, Behaviour, and Psychological Well‑being in Malaysian Primary School Students”

This pilot study investigates the relationship between cyberbullying victimisation and psychological well-being among Malaysian primary school students by integrating child centred, emoji-based Likert scales within a person-centred analytic framework. A cross-sectional survey involving 30 students (ages 10–12) from two urban schools in Kota Kinabalu was conducted. Nine cyberbullying behaviours and ten indicators of psychological well-being were assessed using developmentally appropriate instruments. Descriptive statistics, Pearson correlations, and latent profile analysis (LPA) were employed. Results revealed that hurtful comments (38%) and online rumours (35%) were the most prevalent forms of cyberbullying, while direct threats were infrequent (12%). Both scales demonstrated high internal consistency (α = .88; α = .85). A significant negative correlation was observed between cyberbullying and well-being (r = –.42, p < .01). LPA yielded three profiles: High Awareness–Low Behaviour–High Well-being; Moderate Awareness–Moderate Behaviour–Moderate Well-being; and Low Awareness–High Behaviour–Low Well-being. These findings illuminate the prevalence of indirect aggression in digital childhood spaces and suggest the importance of awareness-based interventions tailored to specific victimisation well-being typologies.

Authors

Publication Details

Journal
International Journal of Research and Innovation in Social Science
Published
2025-01-01
DOI
https://doi.org/10.47772/ijriss.2025.917psy0056
Primary Topic
Bullying, Victimization, and Aggression
Type
article
Field-Weighted Citation Impact
0.00
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article

“Latent Profiles of Cyberbullying: Mapping Awareness, Behaviour, and Psychological Well‑being in Malaysian Primary School Students”

Carmella E. Ading, Sharon Kwan Sam Mee, Noorhafeza Herliani Adey
International Journal of Research and Innovation in Social Science
Bullying, Victimization, and Aggression
article

“Latent Profiles of Cyberbullying: Mapping Awareness, Behaviour, and Psychological Well‑being in Malaysian Primary School Students”

Carmella E. Ading, Sharon Kwan Sam Mee, Noorhafeza Herliani Adey
article en

Abstract

This pilot study investigates the relationship between cyberbullying victimisation and psychological well-being among Malaysian primary school students by integrating child centred, emoji-based Likert scales within a person-centred analytic framework. A cross-sectional survey involving 30 students (ages 10–12) from two urban schools in Kota Kinabalu was conducted. Nine cyberbullying behaviours and ten indicators of psychological well-being were assessed using developmentally appropriate instruments. Descriptive statistics, Pearson correlations, and latent profile analysis (LPA) were employed. Results revealed that hurtful comments (38%) and online rumours (35%) were the most prevalent forms of cyberbullying, while direct threats were infrequent (12%). Both scales demonstrated high internal consistency (α = .88; α = .85). A significant negative correlation was observed between cyberbullying and well-being (r = –.42, p < .01). LPA yielded three profiles: High Awareness–Low Behaviour–High Well-being; Moderate Awareness–Moderate Behaviour–Moderate Well-being; and Low Awareness–High Behaviour–Low Well-being. These findings illuminate the prevalence of indirect aggression in digital childhood spaces and suggest the importance of awareness-based interventions tailored to specific victimisation well-being typologies.

International Journal of Research and Innovation in Social ScienceVol. IX(XVII)
Openalex Percentile: Top 68%
Bullying, Victimization, and Aggression
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“Latent Profiles of Cyberbullying: Mapping Awareness, Behaviour, and Psychological Well‑being in Malaysian Primary School Students” — Carmella E. Ading, Sharon Kwan Sam Mee, et al. · International Journal of Research and Innovation in Social Science (2025) | TGRS Research Map | TGRS