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Frontiers in Psychology· 2026Q1

Learning behavior, student engagement, and academic performance in learning analytics

Wenwei Huang, Yue Cui

Short summary

Learning behavior showed a small, nonsignificant association with student engagement (β = 0.0017), but a positive association with academic performance (γ = 1.0075), while engagement negatively associated with performance (γ = -1.2485) in a dataset of 12,469 students.

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Field: Computer Science Applications

Computer Science ApplicationsComputer Science