Table 7:
Multilevel models to test hypothesis 7a and 7c
| Episodic Memory | Executive Functioning | BTACT Composite | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Predictors | Estimates | CI | p | Estimates | CI | p | Estimates | CI | p |
|
| |||||||||
| Intercept (M2) | −0.44 | −0.62 – −0.26 | <0.001 | −0.06 | −0.18 – 0.06 | 0.340 | −0.12 | −0.23 – −0.00 | 0.046 |
| MIDUS Wave | −0.11 | −0.24 – 0.03 | 0.122 | −0.43 | −0.50 – −0.35 | <0.001 | −0.38 | −0.46 – −0.31 | <0.001 |
| Exponent | 0.07 | −0.38 – 0.52 | 0.748 | 0.16 | −0.14 – 0.46 | 0.304 | 0.15 | −0.13 – 0.43 | 0.290 |
| Age | −0.02 | −0.03 – −0.01 | 0.002 | −0.02 | −0.03 – −0.01 | <0.001 | −0.02 | −0.03 – −0.01 | <0.001 |
| Sex | 0.73 | 0.52 – 0.94 | <0.001 | 0.11 | −0.04 – 0.26 | 0.140 | 0.22 | 0.08 – 0.36 | 0.002 |
| Education | 0.16 | 0.04 – 0.29 | 0.010 | 0.13 | 0.05 – 0.21 | 0.002 | 0.13 | 0.06 – 0.21 | 0.001 |
| Lag between Waves | −0.10 | −0.21 – 0.01 | 0.080 | −0.22 | −0.29 – −0.14 | <0.001 | −0.20 | −0.27 – −0.13 | <0.001 |
| Wave × Exponent | −0.14 | −0.62 – 0.33 | 0.557 | −0.23 | −0.50 – 0.05 | 0.104 | −0.19 | −0.45 – 0.08 | 0.166 |
| Wave X Age | −0.01 | −0.02 – 0.00 | 0.122 | −0.00 | −0.01 – 0.01 | 0.687 | −0.00 | −0.01 – 0.00 | 0.476 |
| Exponent X Age | −0.01 | −0.06 – 0.04 | 0.677 | 0.01 | −0.02 – 0.04 | 0.632 | 0.01 | −0.02 – 0.03 | 0.695 |
| Wave X Exponent X Age | 0.03 | −0.02 – 0.08 | 0.201 | 0.00 | −0.02 – 0.03 | 0.755 | 0.00 | −0.02 – 0.03 | 0.858 |
|
| |||||||||
| Random Effects | |||||||||
| σ2 | 0.46 | 0.16 | 0.14 | ||||||
| τ00 | 0.39 M2ID | 0.22 M2ID | 0.19 M2ID | ||||||
| ICC | 0.46 | 0.59 | 0.58 | ||||||
| N | 234 M2ID | 235 M2ID | 234 M2ID | ||||||
|
| |||||||||
| Observations | 451 | 458 | 443 | ||||||
| Marginal R2 / Conditional R2 | 0.195 / 0.563 | 0.294 / 0.710 | 0.311 / 0.710 | ||||||
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).