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Ummu Salmah Mohamad Hussin

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Open access Sep 2026

Predicting Student Performance in Introduction to Information Technology Using Regression-Based Learning Analytics and Instructional Intervention Data

This study examines student performance across three instructional intervention strategies in an Introduction to Information Technology subject at a Malaysian private university in Perak. The dataset was obtained from the university system and involved a seven-week short-semester teaching period. A total of 308 diploma...

Masyitah Abu, N. A. M. Mokmin, Ummu Salmah Mohamad Hussin et al. · 0 citations

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