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Author

Orly Barzilai

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Open access Oct 2026

Generative AI-Guided Versus Human-Guided Learning from Errors in Higher Education: A Comparison of Student Perceptions

Generative artificial intelligence (GenAI) is increasingly used to support programming education, but its use in learning-from-errors activities has received limited research attention. This quasi-experimental study compared AI-guided and human-guided support in a structured learning-from-errors programming activity, f...

Orly Barzilai, Ronit Shmallo, R. Zviel-Girshin · 0 citations

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