Table 3.
Selected results of LMM processing for performance and each modality for Risk Assessment.
| Modality | Measure | Factor | F-ratio | p-value | Partial η2 | |
|---|---|---|---|---|---|---|
| Performance | ||||||
| Reaction time | Session | 17.57 | 2/380.5 | 0.000001 | 0.085 | |
| Reaction time | Condition | 10.31 | 1/379.6 | 0.001437 | 0.026 | |
| Successful clicks | Condition | 332.33 | 1/380.3 | 0.000001 | 0.466 | |
| fNIRS | ||||||
| HbO 08 mean | Session | 16.16 | 2/379.5 | 0.000001 | 0.078 | |
| Oxy 08 mean | Session | 12.84 | 2/379.4 | 0.000004 | 0.063 | |
| HbT 01 peak | Session | 13.94 | 2/381.1 | 0.000001 | 0.068 | |
| HbT 03 time-to-peak | Session | 6.36 | 2/382.1 | 0.001917 | 0.032 | |
| HbT 03 time-to-peak | Condition | 17.10 | 1/379.8 | 0.000044 | 0.043 | |
| EEG | ||||||
| Theta CPPz | Session | 16.47 | 2/144.2 | 0.000001 | 0.186 | |
| Alpha PO3 | Session | 18.40 | 2/212.3 | 0.000001 | 0.148 | |
| Engagement FCC3 | Session | 32.21 | 2/197.4 | 0.000001 | 0.246 | |
| Theta/Alpha CPPz | Session | 13.62 | 2/141.8 | 0.000004 | 0.161 | |
| Theta + Alpha/Beta + Alpha PO1 | Session | 23.57 | 2/227.9 | 0.000001 | 0.171 | |
| ECG | ||||||
| Heartrate | Session | 4.50 | 2/316.7 | 0.011857 | 0.028 | |
| Low frequency (abs) | Session | 9.29 | 2/315.7 | 0.00012 | 0.056 | |
| High frequency (abs) | Session | 7.47 | 2/4 | 0.044626 | 0.789 | |
| PPG | ||||||
| Mean peak | Session | 17.72 | 2/317.2 | 0.000001 | 0.101 | |
| Low frequency (rel) | Session | 8.55 | 2/4 | 0.035938 | 0.810 | |
| High frequency (rel) | Session | 8.55 | 2/4 | 0.035938 | 0.810 | |
| EOG | ||||||
| Peak saccade velocity | Session | 9.25 | 2/4 | 0.031605 | 0.822 | |
| Saccade amplitude | Session | 3.86 | 2/315.2 | 0.022135 | 0.024 | |
| Eye-tracking | ||||||
| Pupil diameter | Session | 37.10 | 2/4 | 0.002617 | 0.949 | |
| Mean fixation duration | Session | 6.48 | 2/200.6 | 0.001874 | 0.061 | |
fNIRS and EEG have been FDR-corrected. A lack of results for a factor (i.e. Condition, Interaction) indicates no significant results.