Table 4.
Hierarchical Regression Analyses of Temporal Memory Task-related EEG (4–7 Hz) Predicting Academic Achievement, after Controlling for Verbal IQ and Baseline EEG
| R | R2 | R2Δ | FΔ | FΔ | β | t | sr2 | |
|---|---|---|---|---|---|---|---|---|
| a. Reading Comprehension | ||||||||
| Step 1. | .28 | .07 | 9.20*** | |||||
| Verbal IQ | .28 | 4.24*** | .08 | |||||
| T Baseline EEG | −.08 | −1.28 | .01 | |||||
| Step 2. | .28 | .07 | .00 | .03 | 6.11*** | |||
| Verbal IQ | .28 | 4.23*** | .08 | |||||
| T Baseline EEG | −.10 | −.90 | .00 | |||||
| Temporal Memory EEG | .02 | .16 | .00 | |||||
|
| ||||||||
| b. Reading Fluency | ||||||||
| Step 1. | .26 | .07 | 6.21** | |||||
| Verbal IQ | .27 | 3.52*** | .07 | |||||
| T Baseline EEG | −.06 | −.80 | .00 | |||||
| Step 2. | .27 | .07 | .00 | 1.00 | 4.47** | |||
| Verbal IQ | .26 | 3.44*** | .06 | |||||
| T Baseline EEG | −.15 | −1.28 | .01 | |||||
| Temporal Memory EEG | .12 | 1.00 | .01 | |||||
|
| ||||||||
| c. Calculation | ||||||||
| Step 1. | .27 | .08 | 8.91*** | |||||
| Verbal IQ | .26 | 3.98*** | .07 | |||||
| T Baseline EEG | −.13 | −1.99** | .02 | |||||
| Step 2. | .29 | .08 | .00 | 2.03 | 6.64*** | |||
| Verbal IQ | .26 | 3.98*** | .07 | |||||
| T Baseline EEG | −.01 | −.07 | .00 | |||||
| Temporal Memory EEG | −.15 | −1.43 | .01 | |||||
|
| ||||||||
| d. Math Fluency | ||||||||
| Step 1. | .24 | .06 | 6.65** | |||||
| Verbal IQ | .23 | 3.47*** | .05 | |||||
| T Baseline EEG | −.11 | −1.68* | .01 | |||||
| Step 2. | .25 | .06 | .00 | 1.21 | 4.84** | |||
| Verbal IQ | .23 | 3.47*** | .05 | |||||
| T Baseline EEG | −.02 | −.14 | .00 | |||||
| Temporal Memory EEG | −.12 | −1.10 | .01 | |||||
Note:
p ≤. 001
p≤01
p≤05.
The p-values for the final step of the regressions were < .001, .005, < .001, and .003 for reading comprehension, reading fluency, calculation, and math fluency, respectively.