Table 5.

Multilevel models to test Hypotheses 3 and 4

PredictorsEpisodic memoryExecutive functioningBTACT composite
Estimates95% CIpEstimates95% CIpEstimates95% CIp
Intercept (M2)−0.41−0.59 to −0.23<0.001−0.05−0.18 to 0.080.450−0.11−0.23 to 0.010.085
MIDUS wave−0.13−0.26 to 0.000.051−0.43−0.51 to −0.36<0.001−0.38−0.45 to −0.31<0.001
Exponent0.26−0.19 to 0.710.2540.400.09 to 0.710.0120.390.10 to 0.680.009
Sex0.710.49 to 0.93<0.0010.08−0.08 to 0.240.3060.190.04 to 0.340.012
Education0.170.04 to 0.300.0080.130.04 to 0.210.0030.130.05 to 0.210.002
Lag between waves−0.08−0.19 to 0.040.187−0.19−0.28 to −0.11<0.001−0.18−0.26 to −0.10<0.001
Wave × exponent−0.02−0.48 to 0.440.926−0.21−0.47 to 0.050.120−0.16−0.42 to 0.090.204
Random effects
σ20.470.150.14
τ000.44 M2ID0.28 M2ID0.25 M2ID
ICC0.480.650.65
N234 M2ID235 M2ID234 M2ID
Observations451458443
Marginal R2/Conditional R20.136/0.5510.179/0.7100.182/0.710
  • 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.