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Jaime Govea Sotomayor

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Review Open access Oct 2026

AI-based personalized learning and academic performance in computing and engineering higher education: a systematic review and meta-analysis of controlled studies

The available controlled studies suggest a potentially beneficial association between AI-based personalized learning and academic performance in computing and engineering courses, but the magnitude and consistency of this association remain uncertain, and causal conclusions are not warranted.

Jaime Govea Sotomayor, Joselin García-Ortiz · 0 citations

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