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[Preprint]. 2024 Jan 25:2023.07.17.549371. Originally published 2023 Jul 19. [Version 3] doi: 10.1101/2023.07.17.549371

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).