Table 6:
Multilevel models to test hypothesis 5 and 6
| Episodic Memory | Executive Functioning | BTACT Composite | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Predictors | Estimates | CI | p | Estimates | CI | p | Estimates | CI | p |
|
| |||||||||
| Intercept (M2) | −0.40 | −0.57 – −0.22 | <0.001 | −0.03 | −0.16 – 0.09 | 0.596 | −0.09 | −0.21 – 0.03 | 0.146 |
| MIDUS Wave | −0.13 | −0.25 – 0.00 | 0.052 | −0.43 | −0.51 – −0.36 | <0.001 | −0.38 | −0.45 – −0.31 | <0.001 |
| IAPF | 0.12 | −0.00 – 0.25 | 0.055 | 0.07 | −0.02 – 0.16 | 0.115 | 0.08 | −0.00 – 0.16 | 0.058 |
| Sex | 0.68 | 0.47 – 0.89 | <0.001 | 0.06 | −0.10 – 0.21 | 0.469 | 0.16 | 0.02 – 0.31 | 0.030 |
| Education | 0.17 | 0.05 – 0.30 | 0.007 | 0.14 | 0.05 – 0.22 | 0.002 | 0.13 | 0.05 – 0.21 | 0.001 |
| Lag between Waves | −0.06 | −0.17 – 0.06 | 0.326 | −0.17 | −0.26 – −0.09 | <0.001 | −0.16 | −0.24 – −0.08 | <0.001 |
| Wave × IAPF | 0.07 | −0.06 – 0.20 | 0.281 | 0.07 | −0.00 – 0.15 | 0.061 | 0.07 | 0.00 – 0.14 | 0.047 |
|
| |||||||||
| Random Effects | |||||||||
| σ2 | 0.47 | 0.15 | 0.13 | ||||||
| τ00 | 0.42 M2ID | 0.28 M2ID | 0.25 M2ID | ||||||
| ICC | 0.47 | 0.64 | 0.65 | ||||||
| N | 234 M2ID | 235 M2ID | 234 M2ID | ||||||
|
| |||||||||
| Observations | 451 | 458 | 443 | ||||||
| Marginal R2 / Conditional R2 | 0.156 / 0.553 | 0.188 / 0.711 | 0.196 / 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).