It is suggested that visible privacy and boundary messages can influence how students judge AI chatbots in mental health-related situations and may help users treat chatbots as limited tools for information and support navigation and recognize when professional help is needed.
Ze-Yu Zhang, Xiao-Mei Lu, Yin-Lan Zhang et al.· Frontiers in Psychology· 1 citation
The GAA-LS provides a psychometrically supported instrument for assessing students’ assessment-specific capacity to use GenAI responsibly within assessment contexts and contributes to applied measurement, feedback design, and academic integrity policy in AI-supported higher education.
Jun-Tao Nie, Ze-Yu Zhang, Xiao-Mei Lu et al.· Frontiers in Education· 2 citations
The findings support the AIRPAC-Q as a context-specific multidimensional tool for assessing competence, caution, and confidence in AI-supported teacher education.
Findings may help universities identify students who report difficulty controlling AI use, academic worry, delayed bedtime, academic avoidance, or trouble setting limits on AI use and point to health literacy, self-regulation, and time management as candidate resources for future longitudinal and intervention studies.
Ze-Yu Zhang, Yin-Lan Zhang, Xiao-Mei Lu et al.· Frontiers in Public Health· 0 citations
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