Table 5:
Multilevel models to test hypothesis 3 and 4
| Episodic Memory | Executive Functioning | BTACT Composite | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Predictors | Estimates | CI | p | Estimates | CI | p | Estimates | CI | p |
|
| |||||||||
| Intercept (M2) | −0.41 | −0.59 – −0.23 | <0.001 | −0.05 | −0.18 – 0.08 | 0.450 | −0.11 | −0.23 – 0.01 | 0.085 |
| MIDUS Wave | −0.13 | −0.26 – 0.00 | 0.051 | −0.43 | −0.51 – −0.36 | <0.001 | −0.38 | −0.45 – −0.31 | <0.001 |
| Exponent | 0.26 | −0.19 – 0.71 | 0.254 | 0.40 | 0.09 – 0.71 | 0.012 | 0.39 | 0.10 – 0.68 | 0.009 |
| Sex | 0.71 | 0.49 – 0.93 | <0.001 | 0.08 | −0.08 – 0.24 | 0.306 | 0.19 | 0.04 – 0.34 | 0.012 |
| Education | 0.17 | 0.04 – 0.30 | 0.008 | 0.13 | 0.04 – 0.21 | 0.003 | 0.13 | 0.05 – 0.21 | 0.002 |
| Lag between Waves | −0.08 | −0.19 – 0.04 | 0.187 | −0.19 | −0.28 – −0.11 | <0.001 | −0.18 | −0.26 – −0.10 | <0.001 |
| Wave × Exponent | −0.02 | −0.48 – 0.44 | 0.926 | −0.21 | −0.47 – 0.05 | 0.120 | −0.16 | −0.42 – 0.09 | 0.204 |
|
| |||||||||
| Random Effects | |||||||||
| σ2 | 0.47 | 0.15 | 0.14 | ||||||
| τ00 | 0.44 M2ID | 0.28 M2ID | 0.25 M2ID | ||||||
| ICC | 0.48 | 0.65 | 0.65 | ||||||
| N | 234 M2ID | 235 M2ID | 234 M2ID | ||||||
|
| |||||||||
| Observations | 451 | 458 | 443 | ||||||
| Marginal R2 / Conditional R2 | 0.136 / 0.551 | 0.179 / 0.710 | 0.182 / 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).