Analyzing cyber-aggression typologies of Indonesian adolescents using second-order confirmatory factor analysis

This study analyzed the most dominant dimension and significant indicator explaining the typology of cyber-aggression behavior among Indonesian adolescents using the second-order confirmation factor analysis (CFA) approach. The sample included 1354 senior high school adolescents, aged 18–21 years, who were recruited using the stratified random sampling method. Data were collected using a self-reporting approach. The results of the second-order CFA showed that the Controlled-Aversive latent variable, Controlled-Appetitive, Impulsive-Appetitive, and Impulsive-Aversive had loading factor indexes of 0.96, 0.85, 0.79, and 0.63, respectively. Thus, the Controlled-Aversive typology of cyber-aggression behavior was the most dominant among Indonesian adolescents. This proactive cyber-aggression behavior is manifested in the hostile behavior of planning proactively for revenge or responding in anger due to the provocation of social interaction stimuli in cyberspace.

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Publication Details

Journal
Human Technology
Published
2025-10-12
DOI
https://doi.org/10.14254/1795-6889.2025.21-2.6
Primary Topic
Bullying, Victimization, and Aggression
Type
article
Field-Weighted Citation Impact
0.00

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article

Analyzing cyber-aggression typologies of Indonesian adolescents using second-order confirmatory factor analysis

Afdal Afdal, Ryan Hidayat Rafiola, Nurmina Nurmina, Randi Saputra et al.
Human Technology
Bullying, Victimization, and Aggression
article

Analyzing cyber-aggression typologies of Indonesian adolescents using second-order confirmatory factor analysis

Afdal Afdal, Ryan Hidayat Rafiola, Nurmina Nurmina, Randi Saputra, Netrawati Netrawati, Mardianto Mardianto
article en

Abstract

This study analyzed the most dominant dimension and significant indicator explaining the typology of cyber-aggression behavior among Indonesian adolescents using the second-order confirmation factor analysis (CFA) approach. The sample included 1354 senior high school adolescents, aged 18–21 years, who were recruited using the stratified random sampling method. Data were collected using a self-reporting approach. The results of the second-order CFA showed that the Controlled-Aversive latent variable, Controlled-Appetitive, Impulsive-Appetitive, and Impulsive-Aversive had loading factor indexes of 0.96, 0.85, 0.79, and 0.63, respectively. Thus, the Controlled-Aversive typology of cyber-aggression behavior was the most dominant among Indonesian adolescents. This proactive cyber-aggression behavior is manifested in the hostile behavior of planning proactively for revenge or responding in anger due to the provocation of social interaction stimuli in cyberspace.

Human TechnologyVol. 21(2)
State University of Padang (ID), State University of Gorontalo (ID), University of Islamic Studies (PK)
Universitas Negeri Padang
Openalex Percentile: Top 67%
Bullying, Victimization, and Aggression
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Analyzing cyber-aggression typologies of Indonesian adolescents using second-order confirmatory factor analysis — Afdal Afdal, Ryan Hidayat Rafiola, et al. · Human Technology (2025) | TGRS Research Map | TGRS