Research Article
[Retracted] Predicting Course Grade through Comprehensive Modelling of Students’ Learning Behavioral Pattern
| | Digital writing skills | | Content access (m1) | Engagement (m2) | Assessment (m3) | Final grade |
| Content access (m1) | 1 | 0.5585 | 0.6237 | 0.5010 | Engagement (m2) | 0.5585 | 1 | 0.7771 | 0.7429 | Assessment (m3) | 0.6237 | 0.7771 | 1 | 0.9322 | Final grade | 0.5010 | 0.7429 | 0.9321 | 1 | Count | 182 | 182 | 182 | 182 | Mean | 0.0936 | 0.1721 | 0.3018 | 2.1154 | Std | 0.1139 | 0.1715 | 0.2279 | 2.3746 | Min | 0 | 0 | 0 | 0 | Max | 0.6108 | 0.6382 | 0.8049 | 5 |
| | Carrying out and writing a research | | Content access (m1) | Engagement (m2) | Assessment (m3) | Final grade |
| Content access (m1) | 1 | 0.5719 | 0.2434 | 0.2881 | Engagement (m2) | 0.5719 | 1 | 0.2930 | 0.3369 | Assessment (m3) | 0.2434 | 0.2930 | 1 | 0.4855 | Final grade | 0.2881 | 0.3369 | 0.4855 | 1 | Count | 75 | 75 | 75 | 75 | Mean | 0.2027 | 0.2460 | 0.4710 | 1.24 | Std | 0.1257 | 0.0935 | 0.1102 | 0.7505 | Min | 0 | 0 | 0 | 0 | Max | 0.7833 | 0.7 | 0.7054 | 5 |
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