Table 5. Summary of linear mixed models in men: age 16 predictors of neighborhood disadvantage at age 42, with neighborhood of residence at age 16 as the level-2 unit.
Adolescent predictors | Model 1 | Model 2a | Model 2b | Model 2c | Model 2d | Model 2e | Model3 |
Neighborhood conditions | |||||||
Neighborhood disadvantage | .29 (.19–.38) | .20 (.09–.31) | |||||
Family conditions | |||||||
Socioeconomic disadvantage | .14 (.05–.23) | .06 (−.02–.15) | |||||
Cumulative adversity | .06 (−.02–.15) | ||||||
School adjustment | |||||||
Final school marks | −.18 (−.28–−.10) | −.14 (−.24–−.03) | |||||
Peer problems | .13 (.05–.22) | .10 (.01–.19) | |||||
Health behaviors | |||||||
Alcohol consumption | −.03 (−.12–.06) | ||||||
Smoking | .03 (−.07–.14) | ||||||
Physical activity | −.15 (−.23–−.06) | −.07 (−.15–.02) | |||||
TV viewing | .08 (−.01–.16) | ||||||
Sugar consumption | .04 (−.04–.12) | ||||||
Health | |||||||
Internalizing symptoms | .04 (−.11–.18) | ||||||
Behavioral symptoms | .09 (.00–.18) | .00 (−.09–.10) | |||||
Functional somatic symptoms | −.07 (−.17–.02) | ||||||
BMI | .04 (−.05–.12) | ||||||
Systolic BP | −.04 (−.12–.05) | ||||||
Diastolic BP | .05 (−.04–.13) | ||||||
Random effects | |||||||
Individual-level variance | .80 | .82 | .79 | .77 | .76 | .81 | .78 |
Neighborhood-level variance | .15 | .03 | .11 | .08 | .12 | .13 | .03 |
ICC (%) | 15.5 | 4.1 | 12.0 | 9.6 | 14.0 | 13.6 | 3.1 |
Bayesian DIC | 1350 | 1345 | 1334 | 1309 | 1309 | 1306 | 1265 |
Model descriptives | |||||||
N level 2 units | 67 | 67 | 67 | 67 | 67 | 66 | 67 |
N individuals | 504 | 504 | 500 | 496 | 496 | 482 | 479 |
Mean cluster size | 7.5 | 7.5 | 7.5 | 7.4 | 7.4 | 7.3 | 7.1 |
Numbers are fixed effects estimates (credible intervals) unless otherwise noted. All variables are standardized.