Table 5.
Prediction of Initial Status in Navigational Efficiency
| Model A | Model B | Model C | Model D | Model E | Model F | Model G | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Variable | Estimate | t | Estimate | t | Estimate | t | Estimate | t | Estimate | t | Estimate | t | Estimate | t |
| Fixed effects | ||||||||||||||
| Initial status | ||||||||||||||
| Intercept | 0.802 | 16.4*** | 1.065 | 19.0*** | 1.065 | 16.2*** | 1.065 | 20.8*** | 1.065 | 22.4*** | 1.064 | 22.4*** | 1.065 | 21.7*** |
| Prior experience | −0.166 | −3.8*** | −0.102 | −2.4* | −0.091 | −2.1* | −0.021 | −0.4 | ||||||
| Crystallized intelligence | −0.025 | −0.5 | −0.029 | −0.6 | ||||||||||
| Fluid intelligence | −0.148 | −3.0** | −0.137 | −2.8** | −0.091 | −4.1*** | ||||||||
| Age | 0.006 | 1.2 | ||||||||||||
| Rate of change | ||||||||||||||
| Average | −0.175 | −9.6*** | −0.175 | −8.5*** | −0.175 | −9.6*** | −0.175 | −9.6*** | −0.175 | −9.6*** | −0.175 | −9.6*** | ||
| Variance components | Wald Z | Wald Z | Wald Z | Wald Z | Wald Z | Wald Z | ||||||||
| Level 1 residual variance | 0.137 | 0.087 | 8.8*** | 0.075 | 7.2*** | 0.087 | 8.8*** | 0.087 | 8.8*** | 0.086 | 8.8*** | 0.087 | 8.8*** | |
| Level 2 variances | ||||||||||||||
| Initial status | 0.089 | 0.102 | 4.1*** | 0.171 | 3.8*** | 0.076 | 3.9*** | 0.057 | 3.5*** | 0.056 | 3.5*** | 0.064 | 3.7*** | |
| Rate of change | 0.007 | 1.5 | ||||||||||||
| Pseudo R-square statistics | ||||||||||||||
| R2yy | 0.171 | 0.171 | 0.293 | 0.388 | 0.396 | 0.350 | ||||||||
| R20 | 0.254 | 0.441 | 0.368 | |||||||||||
| R21 | ||||||||||||||
Notes: R2yy is the proportion of the variance in the dependent variable explained by the model; R20 is the proportion of the between person variation in initial status explained by the model; R21 is the proportion of the between person variable in rate of change explained by the model.
p ≤ .05;
p ≤ .01;
p ≤ .001.