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Zhenggui Gu

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Review Open access Aug 2026

Pathways linking AI dependence to psychological distress: the mediating role of self-esteem and the role of academic achievement

These findings identify SE as a plausible statistical pathway, but they do not establish a causal mechanism; restricted CGPA variability, gender imbalance, purposive sampling, self-report measurement, and incomplete cultural validation of the Chinese AI-dependence scale warrant cautious interpretation.

Xu Liu, Zhenggui Gu, Lu-Lu Shi · 0 citations

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