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. 2022 Dec 24;12:22284. doi: 10.1038/s41598-022-26433-2

Table 5.

DRM parameters estimation [95% confidence interval] for age acceleration indexed by Phenoage algorithm.

Model 1 Model 2 Model 3 Model 4
Disadvantage 1.02*** [0.70, 1.34] 1.06*** [0.74, 1.39] 1.01*** [0.64, 1.39] 1.05*** [0.69, 1.42]
Intermediate  − 0.54** [− 0.89, − 0.19]  − 0.53** [− 0.88, − 0.18]  − 0.54** [− 0.89, − 0.19]  − 0.65** [− 1.04, − 0.26]
Advantage  − 0.48* [− 0.85, − 0.10]  − 0.53** [− 0.91, − 0.15]  − 0.47* [− 0.91, − 0.04]  − 0.41 [− 0.84, 0.02]
Origin occupation weight 0.49*** [0.30, 0.69] 0.50*** [0.31, 0.68] 0.57** [0.23, 0.90] 0.73*** [0.38, 1.07]
Destination occupation weight 0.51*** [0.31, 0.70] 0.50*** [0.32, 0.69] 0.43* [0.10, 0.77] 0.27 [− 0.07, 0.62]
Female  − 0.10 [− 0.45, 0.24]  − 0.10 [− 0.44, 0.24]  − 0.10 [− 0.44, 0.24]  − 0.10 [− 0.45, 0.24]
Age  − 0.08 [− 0.25, 0.10]  − 0.08 [− 0.25, 0.10]  − 0.07 [− 0.25, 0.10]  − 0.08 [− 0.25, 0.10]
Age squared  − 0.41*** [− 0.56, − 0.27]  − 0.41*** [− 0.56, − 0.26]  − 0.41*** [− 0.56, − 0.26]  − 0.41*** [− 0.56, − 0.26]
Mobility in any direction 0.26 [− 0.10, 0.63]
Downward mobility 0.42 [− 0.25, 1.08]
Upward mobility 0.19 [− 0.27, 0.64]
One-step downward mobility 0.65 [− 0.02, 1.32]
Two-step downward mobility 0.75 [− 0.88, 2.38]
One-step upward mobility 0.27 [− 0.17, 0.70]
Two-step upward mobility  − 0.47 [− 1.24, 0.30]
Constant 0.52*** [0.22, 0.82] 0.34 [− 0.04, 0.73] 0.36 [− 0.03, 0.74] 0.37 [− 0.01, 0.76]
Observations 3140 3140 3140 3140
AIC 18,851.2 18,851.2 18,852.9 18,853.4
BIC 18,899.6 18,905.6 18,913.4 18,926.0

Models with covariates plus: (1) no mobility variable; (2) any direction mobility variable; (3) variables to indicate upward or downward trend; (4) variables to indicate one step, two step upward or downward trend.

95% confidence intervals in brackets.

*p < 0.05, **p < 0.01, ***p < 0.001.