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. 2023 Feb 22;51(6):1265–1286. doi: 10.3758/s13421-023-01401-x

Table 3.

Multilevel models analyzing the distribution of affective tone of segments across the remembered life for all participants

Model 0
(2 levels)
Model 0
(3 levels)
Model 1 Model 2 Model 3
Estimate (SE) 95% CI Estimate (SE) 95% CI Estimate (SE) 95% CI Estimate (SE) 95% CI Estimate (SE) 95% CI
Fixed Part
Intercept 0.24* (0.01) [0.22, 0.26] 0.24* (0.02) [0.20, 0.27] 0.20* (0.02) [0.16, 0.24] 0.13* (0.02) [0.08, 0.18] 0.09* (0.03) [0.04, 0.14]
Male 0.07* (0.03) [0.01, 0.13] 0.07* (0.03) [<0.01, 0.14] 0.07* (0.03) [0.01, 0.14]

Age at Event

Age at Event2

Age at Event3

Age at Event4

Age at Event5

0.04* (<0.01) [0.03, 0.05]

0.09* (0.01)

−0.01* (<0.01)

[0.07, 0.11]

[−0.01, −0.00]

Age

× Age at Event

× Age at Event2

× Age at Event3

× Age at Event4

× Age at Event5

Random Variances
Level 1 σe2 0.48 (0.69) [0.22, 0.26] 0.48 (0.69) [0.68, 0.70] 0.48 (0.69) [0.68, 0.70] 0.47 (0.69) [0.68, 0.70] 0.47 (0.69) [0.68, 0.70]
Level 2 τ22 0.05 (0.22) [0.21, 0.24] 0.02 (0.13) [0.11, 0.15] 0.02 (0.13) [0.11, 0.15] 0.02 (0.14) [0.12, 0.15] 0.02 (0.14) [0.12, 0.15]
Level 3 τ32 0.03 (0.18) [0.15, 0.21] 0.03 (0.17) [0.15, 0.20] 0.04 (0.19) [0.16, 0.21] 0.03 (0.19) [0.16, 0.21]
Model Fit
Deviance 29955.65 29809.90 29805.21 29716.58 29696.32
Δχ2 145.75* 4.69* 88.63* 20.27*
df 1 1 1 1
Model 4 Model 5 Model 6 Model 7
Estimate (SE) 95% CI Estimate (SE) 95% CI Estimate (SE) 95% CI Estimate (SE) 95% CI
Fixed Part
Intercept 0.05 (0.03) [−0.01, 0.10] 0.06* (0.03) [0.01, 0.12] 0.08* (0.03) [0.03, 0.14] 0.30* (0.04) [0.22, 0.37]
Male 0.07* (0.03) [0.01, 0.14] 0.07* (0.04) [0.01, 0.14] 0.07* (0.03) [0.01, 0.13] 0.07* (0.03) [0.02, 0.13]

Age at Event

Age at Event2

Age at Event3

Age at Event4

Age at Event5

0.18* (0.02)

−0.05* (0.01)

0.004* (<0.01)

[0.14, 0.23]

[−0.07, −0.03]

[<0.01, 0.01]

0.12* (0.02)

−0.00 (0.03)

−0.01 (0.01)

0.00* (<0.01)

[0.04, 0.20]

[−0.06, 0.05]

[−0.02, <0.01]

[−0.00, <0.01]

0.02 (0.06)

0.11* (0.06)

−0.05* (0.02)

0.01* (<0.01)

−0.00* (<0.01)

[−0.11, 0.14]

[0.01, 0.24]

[−0.10, −0.00]

[0.00, 0.02]

[−0.00, −0.00]

−0.30* (0.10)

0.40* (0.13)

−0.19* (0.06)

0.04* (0.01)

−0.002* (<0.01)

[−0.51, −0.07]

[0.11, 0.65]

[−0.30, −0.04]

[<0.01, 0.06]

[−0.00, −0.00]

Age −0.12* (0.01) [−0.15, −0.10]

× Age at Event

× Age at Event2

× Age at Event3

× Age at Event4

× Age at Event5

0.12* (0.03)

−0.06* (0.03)

0.02 (0.01)

−0.003* (<0.01)

<0.01* (<0.01)

[0.06, 0.18]

[−0.12, −0.00]

[−0.00, 0.04]

[−0.01, 0.00]

[0.00, 0.00]

Random Variances
Level 1 σe2 0.47 (0.69) [0.68, 0.70] 0.47 (0.69) [0.68, 0.69] 0.47 (0.69) [0.68, 0.69] 0.47 (0.68) [0.68, 0.69]
Level 2 τ22 0.02 (0.13) [0.12, 0.16] 0.02 (0.14) [0.12, 0.16] 0.02 (0.13) [0.11, 0.16] 0.02 (0.13) [0.11, 0.15]
Level 3 τ32 0.03 (0.18) [0.15, 0.21] 0.03 (0.18) [0.15, 0.21] 0.03 (0.18) [0.15, 0.21] 0.03 (0.16) [0.13, 0.19]
Model Fit
Deviance 29674.66 29671.38 29666.66 29516.38
Δχ2 21.66* 3.28* 4.72* 150.29*
df 1 1 1 6

CI = confidence interval (based on bootstrapping). <0.01 = values between 0 and 0.01. Variances are between segments (σe2), life narratives (τ22), and participants (τ32). Age at event was baseline-centred and divided by 10, and age was divided by 10 and centred at the youngest age group (0.8 decades) to aid the estimation of higher-order effects. Sequentially adding predictors was tested with Δχ2 tests based on model deviance (−2Log-Likelihood).

*p < .05, one-tailed