Grounded theory analysis of student accounts identifies five dimensions of AI fatigue (Cognitive Overload, Motivational Disengagement, Moral Unease, Physical Strain, Attentional Drift) and a stage-based model of how they accumulate during repeated AI use in academics.
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Transparent AI translation displaying both original and interpreted messages improves conversational quality, intimacy, and usability in intergenerational family chats, whereas black-box translation disrupts flow.
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Defining AI Fatigue in Academic Contexts: Dimensions, Indicators, and a Stage-Based Model Using Grounded Theory
Grounded theory analysis of student accounts identifies five dimensions of AI fatigue (Cognitive Overload, Motivational Disengagement, Moral Unease, Physical Strain, Attentional Drift) and a stage-based model of how they accumulate during repeated AI use in academics.
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Designing Transparent AI-Mediated Language Support for Intergenerational Family Communication
Transparent AI translation displaying both original and interpreted messages improves conversational quality, intimacy, and usability in intergenerational family chats, whereas black-box translation disrupts flow.