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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 8:

Multilevel models to test hypothesis 7b and 7d

Episodic Memory Executive Functioning BTACT
Predictors Estimates CI p Estimates CI p Estimates CI p

 Intercept (M2) −0.42 −0.59 – −0.24 <0.001 −0.06 −0.18 – 0.06 0.360 −0.11 −0.22 – 0.00 0.052
 MIDUS Wave −0.13 −0.26 – 0.00 0.057 −0.44 −0.52 – −0.36 <0.001 −0.39 −0.46 – −0.32 <0.001
 IAPF 0.08 −0.05 – 0.21 0.225 0.01 −0.07 – 0.10 0.797 0.02 −0.06 – 0.10 0.610
 Age −0.02 −0.03 – −0.01 0.005 −0.02 −0.03 – −0.02 <0.001 −0.02 −0.03 – −0.02 <0.001
 Sex 0.72 0.51 – 0.93 <0.001 0.11 −0.04 – 0.25 0.145 0.21 0.08 – 0.35 0.002
 Education 0.17 0.04 – 0.29 0.009 0.14 0.06 – 0.22 0.001 0.14 0.06 – 0.21 <0.001
 Lag between Waves −0.09 −0.20 – 0.02 0.116 −0.21 −0.29 – −0.13 <0.001 −0.19 −0.26 – −0.12 <0.001
 Wave × IAPF 0.05 −0.09 – 0.18 0.483 0.07 −0.01 – 0.15 0.071 0.07 −0.01 – 0.14 0.076
 Wave X Age −0.01 −0.02 – 0.00 0.165 0.00 −0.01 – 0.01 0.741 −0.00 −0.01 – 0.01 0.994
 IAPF X Age 0.00 −0.01 – 0.01 0.836 0.00 −0.00 – 0.01 0.350 0.00 −0.00 – 0.01 0.374
 Wave X IAPF X Age 0.00 −0.01 – 0.01 0.896 −0.00 −0.01 – 0.00 0.301 −0.00 −0.01 – 0.00 0.379

Random Effects
 σ2 0.47 0.15 0.14
 τ00 0.38 M2ID 0.22 M2ID 0.19 M2ID
 ICC 0.45 0.59 0.58
 N 234 M2ID 235 M2ID 234 M2ID

 Observations 451 458 443
 Marginal R2 / Conditional R2 0.203 / 0.559 0.298 / 0.713 0.318 / 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).