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October 11, 2025

Designing Psychologically-Grounded AI for Supporting Bystander-based Cyberaggression Intervention: A Mixed Methods Exploratory Study (Preprint)

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Mixed methods study explores AI's role in supporting bystander intervention in cyberaggression, suggesting enhanced outcome perceptions.

Linguistic analysis indicated baseline GPT responses were more positive, fostering better engagement in online interactions.
Human evaluators rated AllyGPT responses highest for effectiveness in low-incivil cyberaggression, highlighting their potential to influence behavior.
Three distinct prompt strategies were employed, analyzing the AI-generated responses through psycholinguistic and qualitative methods.
Findings emphasize the importance of combining psychological insights with AI design to improve intervention strategies against online aggression.

Park et al. (2025) studied this question.

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