Table 7.
Multilevel models to test Hypotheses 7a and 7c
| Predictors | Episodic memory | Executive functioning | BTACT composite | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Estimates | 95% CI | P | Estimates | 95% CI | p | Estimates | 95% CI | p | |
| Intercept (M2) | −0.44 | −0.62 to −0.26 | <0.001 | −0.06 | −0.18 to 0.06 | 0.340 | −0.12 | −0.23 to −0.00 | 0.046 |
| MIDUS wave | −0.11 | −0.24 to 0.03 | 0.122 | −0.43 | −0.50 to −0.35 | <0.001 | −0.38 | −0.46 to −0.31 | <0.001 |
| Exponent | 0.07 | −0.38 to 0.52 | 0.748 | 0.16 | −0.14 to 0.46 | 0.304 | 0.15 | −0.13 to 0.43 | 0.290 |
| Age | −0.02 | −0.03 to −0.01 | 0.002 | −0.02 | −0.03 to −0.01 | <0.001 | −0.02 | −0.03 to −0.01 | <0.001 |
| Sex | 0.73 | 0.52 to 0.94 | <0.001 | 0.11 | −0.04 to 0.26 | 0.140 | 0.22 | 0.08 to 0.36 | 0.002 |
| Education | 0.16 | 0.04 to 0.29 | 0.010 | 0.13 | 0.05 to 0.21 | 0.002 | 0.13 | 0.06 to 0.21 | 0.001 |
| Lag between waves | −0.10 | −0.21 to 0.01 | 0.080 | −0.22 | −0.29 to −0.14 | <0.001 | −0.20 | −0.27 to −0.13 | <0.001 |
| Wave × exponent | −0.14 | −0.62 to 0.33 | 0.557 | −0.23 | −0.50 to 0.05 | 0.104 | −0.19 | −0.45 to 0.08 | 0.166 |
| Wave × age | −0.01 | −0.02 to 0.00 | 0.122 | −0.00 | −0.01 to 0.01 | 0.687 | −0.00 | −0.01 to 0.00 | 0.476 |
| Exponent × age | −0.01 | −0.06 to 0.04 | 0.677 | 0.01 | −0.02 to 0.04 | 0.632 | 0.01 | −0.02 to 0.03 | 0.695 |
| Wave × exponent × age | 0.03 | −0.02 to 0.08 | 0.201 | 0.00 | −0.02 to 0.03 | 0.755 | 0.00 | −0.02 to 0.03 | 0.858 |
| Random effects | |||||||||
| σ 2 | 0.46 | 0.16 | 0.14 | ||||||
| τ 00 | 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 | ||||||
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).
Bold values are significant at p < .05.