Table 3. Regression analyses evaluating the contribution of Time, Frequency and HR complexity to cognition.
DV | IV | β | R2 | F | p |
---|---|---|---|---|---|
Working memory | STEP 1 | 0.091 | 0.863 | 0.515 | |
Gender | −0.078 | 0.624 | |||
Frequency HRV | −0.184 | 0.353 | |||
Frequency X gender | −0.127 | 0.519 | |||
Time HRV | 0.078 | 0.717 | |||
Time X gender | −0.163 | 0.447 | |||
STEP 2 | 0.127 | 0.830 | 0.562 | ||
Gender | −0.075 | 0.639 | |||
Frequency HRV | −0.183 | 0.358 | |||
Frequency X gender | −0.137 | 0.490 | |||
Time HRV | 0.129 | 0.567 | |||
Time X gender | −0.238 | 0.291 | |||
Complexity HRV | 0.201 | 0.405 | |||
Complexity X gender | −0.004 | 0.988 | |||
Change statistics | R2change = 0.03, F (2, 39) = 0.769, p = 0.471 | ||||
Focused attention reaction times | STEP 1 | 0.19 | 1.889 | 0.117 | |
Gender | −78.717 | 0.130 | |||
Frequency HRV | −23.061 | 0.478 | |||
Frequency X gender | 9.975 | 0.849 | |||
Time HRV | 65.476 | 0.070 | |||
Time X gender | −133.621 | 0.014 | |||
STEP 2 | 0.31 | 2.386 | 0.057 | ||
Gender | 0.078 | 0.078 | |||
Frequency HRV | 0.456 | 0.456 | |||
Frequency X gender | 0.922 | 0.922 | |||
Time HRV | 0.168 | 0.168 | |||
Time X gender | 0.010 | 0.010 | |||
Complexity HRV | 0.089 | 0.089 | |||
Complexity X gender | .018 | 0.018 | |||
Change statistics | R2change = 0.11, F (2, 37) = 3.093, p < 0.05 | ||||
Focused attention inhibition | STEP 1 | 0.03 | 0.203 | 0.959 | |
Gender | −0.446 | 0.575 | |||
Frequency HRV | −0.194 | 0.701 | |||
Frequency X gender | 0.361 | 0.657 | |||
Time HRV | −0.146 | 0.789 | |||
Time X gender | −0.225 | 0.807 | |||
STEP 2 | 0.26 | 1.807 | 0.117 | ||
Gender | −0.136 | 0.850 | |||
Frequency HRV | −0.178 | 0.692 | |||
Frequency X gender | 0.346 | 0.634 | |||
Time HRV | −0.555 | 0.278 | |||
Time X gender | 0.307 | 0.715 | |||
Complexity HRV | −1.597 | 0.005 | |||
Complexity X gender | 2.506 | 0.003 | |||
Change statistics | R2change = 0.23, F (2, 35) = 5.691, p < 0.007 | ||||
Decision times | STEP 1 | 0.15 | 1.417 | 0.240 | |
Gender | 52.256 | 0.042 | |||
Frequency HRV | −23.399 | 0.145 | |||
Frequency X gender | 24.971 | 0.334 | |||
Time HRV | −8.687 | 0.616 | |||
Time X gender | 16.018 | 0.531 | |||
STEP 2 | 0.37 | 3.130 | 0.011 | ||
Gender | 47.627 | 0.038 | |||
Frequency HRV | −23.404 | 0.101 | |||
Frequency X gender | 26.214 | 0.253 | |||
Time HRV | −23.728 | 0.142 | |||
Time X gender | 35.153 | 0.140 | |||
Complexity HRV | −58.373 | 0.001 | |||
Complexity X gender | 44.063 | 0.060 | |||
Change statistics | R2change = 0.21, F (2, 42) = 6.425, p < 0.004 |
Only effects that survived the FDA correction are reported.