Table 8:
Multilevel models to test hypothesis 7b and 7d
| Episodic Memory | Executive Functioning | BTACT | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Predictors | Estimates | CI | p | Estimates | CI | p | Estimates | CI | p |
|
| |||||||||
| Intercept (M2) | −0.42 | −0.59 – −0.24 | <0.001 | −0.06 | −0.18 – 0.06 | 0.360 | −0.11 | −0.22 – 0.00 | 0.052 |
| MIDUS Wave | −0.13 | −0.26 – 0.00 | 0.057 | −0.44 | −0.52 – −0.36 | <0.001 | −0.39 | −0.46 – −0.32 | <0.001 |
| IAPF | 0.08 | −0.05 – 0.21 | 0.225 | 0.01 | −0.07 – 0.10 | 0.797 | 0.02 | −0.06 – 0.10 | 0.610 |
| Age | −0.02 | −0.03 – −0.01 | 0.005 | −0.02 | −0.03 – −0.02 | <0.001 | −0.02 | −0.03 – −0.02 | <0.001 |
| Sex | 0.72 | 0.51 – 0.93 | <0.001 | 0.11 | −0.04 – 0.25 | 0.145 | 0.21 | 0.08 – 0.35 | 0.002 |
| Education | 0.17 | 0.04 – 0.29 | 0.009 | 0.14 | 0.06 – 0.22 | 0.001 | 0.14 | 0.06 – 0.21 | <0.001 |
| Lag between Waves | −0.09 | −0.20 – 0.02 | 0.116 | −0.21 | −0.29 – −0.13 | <0.001 | −0.19 | −0.26 – −0.12 | <0.001 |
| Wave × IAPF | 0.05 | −0.09 – 0.18 | 0.483 | 0.07 | −0.01 – 0.15 | 0.071 | 0.07 | −0.01 – 0.14 | 0.076 |
| Wave X Age | −0.01 | −0.02 – 0.00 | 0.165 | 0.00 | −0.01 – 0.01 | 0.741 | −0.00 | −0.01 – 0.01 | 0.994 |
| IAPF X Age | 0.00 | −0.01 – 0.01 | 0.836 | 0.00 | −0.00 – 0.01 | 0.350 | 0.00 | −0.00 – 0.01 | 0.374 |
| Wave X IAPF X Age | 0.00 | −0.01 – 0.01 | 0.896 | −0.00 | −0.01 – 0.00 | 0.301 | −0.00 | −0.01 – 0.00 | 0.379 |
|
| |||||||||
| Random Effects | |||||||||
| σ2 | 0.47 | 0.15 | 0.14 | ||||||
| τ00 | 0.38 M2ID | 0.22 M2ID | 0.19 M2ID | ||||||
| ICC | 0.45 | 0.59 | 0.58 | ||||||
| N | 234 M2ID | 235 M2ID | 234 M2ID | ||||||
|
| |||||||||
| Observations | 451 | 458 | 443 | ||||||
| Marginal R2 / Conditional R2 | 0.203 / 0.559 | 0.298 / 0.713 | 0.318 / 0.715 | ||||||
Note: Repeated measured cognitive data nested within participant, indicated by M2ID. Sex coded as 0 = male, 1 = female. Education coded as −1 = high school or less, 0 = some college, 1 = Bachelor’s degree or higher. MIDUS Wave coded as 0 = MIDUS 2, 1 = MIDUS 3. Years between Waves (i.e., between MIDUS 2 and MIDUS 3 Cognitive Projects) and Age at M2 Neuroscience Project are mean centered. Empirical Bayes slope estimation used (Bates et al., 2015).