Table 2.
Principal associations of CSD with BMI trajectories from growth-curve models, boys and girls aged 3-18 years
MODEL 1(a) | MODEL 2 | MODEL 3 | ||||
---|---|---|---|---|---|---|
Fixed effects: |
Beta
Coefficient |
(SE) |
Beta
Coefficient |
SE |
Beta
Coefficient |
SE |
Fixed Intercept | 19.7656*** | 0.0198 | 19.4465*** (e) |
0.0270 | 19.3615*** | 0.0274 |
Age in years(b) | 0.8901*** | 0.0029 | 0.8280*** | 0.0046 | 0.8104*** | 0.0046 |
Age2 | 0.0199*** | 0.0003 | 0.0206*** | 0.0005 | 0.0203*** | 0.0005 |
Age3 | −0.0052*** | 5exp-5 | −0.0048*** | 8exp-5 | −0.0046*** | 8exp-5 |
Community socioeconomic deprivation (CSD)(c), | ||||||
CSD 2nd Q.(d) | 0.1360*** | 0.0162 | 0.4842*** | 0.0345 | 0.4423*** | 0.0345 |
CSD 3rd Q. | 0.1812*** | 0.0168 | 0.5951*** | 0.0340 | 0.5310*** | 0.0341 |
CSD 4th Q. | 0.2325*** | 0.0176 | 0.7113*** | 0.0337 | 0.6024*** | 0.0342 |
Age × CSD 2nd
Q. |
0.0726*** | 0.0059 | 0.0628*** | 0.0059 | ||
Age × CSD 3rd Q. | 0.0716*** | 0.0058 | 0.0567*** | 0.0058 | ||
Age × CSD 4th Q. | 0.0987*** | 0.0057 | 0.0729*** | 0.0058 | ||
Age2 × CSD 2nd
Q. |
−0.0011 | 0.0007 | −0.0014** | 0.0007 | ||
Age2 × CSD 3rd
Q. |
−0.0022*** | 0.0007 | −0.0027*** | 0.0007 | ||
Age2 × CSD 4th
Q. |
−0.0008 | 0.0006 | −0.0017** | 0.0007 | ||
Age3 × CSD 2nd
Q. |
−0.0006*** | 0.0001 | −0.0004*** | 0.0001 | ||
Age3 × CSD 3rd
Q. |
−0.0004*** | 0.0001 | −0.0003** | 0.0001 | ||
Age3 × CSD 4th
Q. |
−0.0005*** | 0.0001 | −0.0003** | 0.0001 | ||
Medical
Assistance |
0.5165*** | 0.0261 | ||||
Age × Medical
Assistance |
0.1095*** | 0.0045 | ||||
Age2 × Medical
Assistance |
0.0028*** | 0.0005 | ||||
Age3 × Medical
Assistance |
−0.0009*** | 0.0001 | ||||
Random effects | ||||||
Level 1 residual
2 variance δ2 Ages 3-5 |
0.5521 | 0.00386 | 0.5519 | 0.00386 | 0.5517 | 0.00385 |
Ages 5-8 | 0.8217 | 0.00741 | 0.8219 | 0.00741 | 0.8219 | 0.00741 |
Ages 8 + | 1.7004 | 0.00588 | 1.7006 | 0.00588 | 1.6999 | 0.00588 |
Variance in child-
specific intercept (πoo) |
17.5362 | 0.00108 | 17.5087 | 0.07567 | 17.4618 | 0.07549 |
Variance in
random slope of age (π10) |
0.1785 | 0.001098 | 0.1775 | 0.00109 | 0.1763 | 0.00109 |
Variance of
random slope of age2 (π20) |
0.002037 | 0.00002 | 0.00204 | 0.00002 | 0.002035 | 0.00002 |
Overall model fit
(−2 log likelihood) |
2241302 | 2240956 | 2240070 | |||
Change in −2 log
likelihood |
346 | 886 |
Mixed effects (multilevel) models estimated using full maximum likelihood. Level 1 residuals estimated separately for three age groups. All models contained a random intercept for each child along with fixed main effects of sex and race/ethnicity (black, Hispanic, and other, non- Hispanic white is reference), random slopes of age and age2, and fixed effects cross-products of all age terms with sex and race/ethnicity.
Age was centered at the overall population grand mean of 10.7 years. Therefore, the overall intercept represents the fixed estimate of BMI at the population average age, conditional on the random effects in the model.
First quartile of the CSD distribution is the reference group
CSD 2nd Q. (low-moderate), CSD 3rd Q. (moderate-high), CSD 4 Q. (highest), are the second, third and fourth quartiles of CSD, with ranges of [−1.77–0.51; 0.51–3.73; and 3.73 31.38] respectively. The reference group, CSD 1st Quartile (lowest) had a range of [−7.82–1.77].
**p-value < 0.001;**0.001 > p-value ≤ 0.05.