Table 3.
Fixed and random effect structure as a summary of the Flanker Task linear mixed model
| Predictors | Log transformed reaction times | |||
|---|---|---|---|---|
| Estimates | CI | p | DF | |
| (Intercept) | 6.72 | 6.66 to 6.78 | < 0.001 | 73.03 |
| Trial Type [incongruent] | 0.12 | 0.10 to 0.14 | < 0.001 | 2928.48 |
| Age | − 0.08 | − 0.15 to − 0.00 | 0.040 | 69.90 |
| IQ | − 0.16 | − 0.24 to − 0.09 | < 0.001 | 70.97 |
| Bilingual exposure | 0.06 | − 0.00 to 0.12 | 0.051 | 70.20 |
| Random effects | ||||
| σ2 | 0.08 | |||
| τ00 | 0.06 | |||
| ICC | 0.46 | |||
| N | 74 | |||
| Observations | 2988 | |||
| Marginal R2/Conditional R2 | 0.27/0.60 | |||
Bold comparisons indicate significant differences between groups at the 0.05 threshold
The conditional R2 of 0.60 accounts for the variance explained by the whole model, where the marginal R2 of 0.27 reflects only the contribution of the fixed effects