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. 2024 Feb 19;44(13):e1332232024. doi: 10.1523/JNEUROSCI.1332-23.2024

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.