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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Liang-Cheng Chang

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#generative ai Open access Sep 2026

Preregistration: Purposes of Generative AI Use and Computational Problem-Solving Process — A 62-Country Analysis of PISA 2025 Learning-in-a-Digital-World Log Data

Preregistration for a confirmatory analysis of PISA 2025 Learning-in-a-Digital-World (LDW) log data, deposited before the researcher had access to any unmasked estimate for the confirmatory sample. RESEARCH QUESTION. Are the purposes for which 15-year-olds use generative AI for schoolwork (summarising, preliminary rese...

Liang-Cheng Chang · 0 citations

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