Table 4.
Female model with 95% CI | Male model with 95% CI | |||
---|---|---|---|---|
# of observations | 33,334 | 27,197 | ||
# of panel respondents | 8,003 | 6,816 | ||
# cohort group | 70 | 72 | ||
Fixed effect | ||||
Mean BMI (intercept) at age 20 | 19.95*** | [19.49–20.41] | 19.40 *** | [18.94–19.85] |
Rate of change by one unit of age | 0.21*** | [0.19–0.23] | 0.17 *** | [0.15–0.18] |
Changing in rate by one unit of age indicating aging effect | -0.003*** | [-0.003-(-0.003)] | -0.002 *** | [-0.003-(-0.002)] |
Cohort (centering in cohort 1973) | 0.07*** | [0.05–0.10] | 0.06 *** | [0.04–0.08] |
Period of survey –ref 1993 | ||||
1997 | 0.34*** | [0.26–0.43] | 0.03 | [-0.04–0.11] |
2000 | 0.38*** | [0.26–0.50] | 0.02 | [-0.09–0.13] |
2007 | 0.98*** | [0.77–1.19] | 0.51 *** | [0.32–0.71] |
2014 | 1.49*** | [1.19–1.78] | 0.82 *** | [0.54–1.10] |
Education (ref. None education) | ||||
Primary | 0.70*** | [0.25–1.15] | 0.30 | [-0.18–0.78] |
Secondary | 0.21 | [-0.27–0.70] | 0.83*** | [0.35–1.31] |
Tertiary | -0.61 | [-1.42–0.19] | 1.91*** | [1.28–2.53] |
Education#cohort | ||||
Primary | -0.01 | [-0.03–0.01] | -0.005 | [-0.02–0.01] |
Secondary | -0.06*** | [-0.08-(-0.03)] | -0.04*** | [-0.06-(-0.02)] |
Tertiary | -0.12*** | [-0.18-(-0.06)] | -0.05*** | [-0.08-(-0.02)] |
Education#Age | ||||
Primary | 0.01 | [-0.005–0.017] | ||
Secondary | 0.04*** | [0.02–0.05] | ||
Tertiary | 0.06*** | [0.04–0.09] | ||
Random effect | ||||
Level I—within person variance | 3.27 | [3.21–3.35] | 2.07 | [2.02–2.12] |
Level II—between person | ||||
variance initial BMI (intercept) | 10.99 | [10.29–11.74] | 6.59 | [6.10–7.13] |
variance rate of change (slope) | 0.01 | [0.01–0.01] | 0.01 | [0.01–0.01] |
Cov (intercept & slope) | -0.12 | [-0.14–0.10] | -0.07 | [-0.09-(-0.06)] |
Level III-between cohorts | 0.16 | [0.08–0.34] | 4.09E-12 | [6.6e-17–2.5e-07] |
Goodness of fit | ||||
Log likelihood | -80,852 | -59,833.76 | ||
AIC | 161,748 | 119,705.5 | ||
BIC | 161,933.1 | 119,861.5 |
*** p-value significant < 0.001