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September 5, 2025

Emotional Responses to AI Use: Development of the SAGAT Scale for Shame and Guilt

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Emotional responses impact user experiences with AI tools, linking guilt and shame to their usage patterns.
The SAGAT scale confirmed reliable measurement with a three-factor structure: AI Shame, AI Guilt, and AI Impostor syndrome.
Strong internal reliability was noted in two studies, with α values greater than or equal to 0.75 across participants.
Findings suggest that guilt and impostor feelings can negatively influence AI tool usage, while shame may encourage engagement.

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Cross-sectional studies validate the SAGAT scale for shame and guilt in AI use, indicating its relevance across genders.

Cipriani et al. (2025) studied this question.

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