Rating System | Estimated rating (head pose + gaze) | ||||
b | SE | P | R2 | F | |
Knowledge Test | 1.37 | 8.09 | 0.867 | 0.001 | 0.03 |
Cognitive Engagement | 7.74 | 3.82 | 0.053 | 0.136 | 4.1 |
Involvement | 13.94 | 6.05 | 0.03 | 0.17 | 5.31* |
Situational interest | 5.64 | 5.17 | 0.286 | 0.044 | 1.19 |
Rating System | Estimated rating (head pose + gaze) + sync | ||||
b | SE | P | R2 | F | |
Knowledge Test | 1.14 | 2.98 | 0.704 | 0.006 | 0.15 |
Cognitive Engagement | 3.03 | 1.4 | 0.04 | 0.152 | 4.67* |
Involvement | 5.37 | 2.42 | 0.023 | 0.184 | 5.87* |
Situational interest | 2.63 | 7.88 | 0.175 | 0.07 | 1.95 |
Rating System | Manual rating | ||||
b | SE | P | R2 | F | |
Knowledge Test | 0.63 | 0.86 | 0.468 | 0.02 | 0.54 |
Cognitive Engagement | 1.38 | 0.35 | 0 | 0.38 | 15.91*** |
Involvement | 2.33 | 0.54 | 0 | 0.414 | 18.34*** |
Situational interest | 1.54 | 0.48 | 0.003 | 0.286 | 10.42** |