Table 2.
Multilevel linear regression: fat mass index (FMI) and neighborhood socioeconomic deprivation (SED).
| Variable | Model 1. Unadjusted | Model 2. Adjusted a | Model 3. + MVPA a | Model 4. + Sedentary a | Model 5. + Diet a | Model 6. Fully Adjusted a | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Estimate (SE) | Estimate (SE) | Estimate (SE) | Estimate (SE) | Estimate (SE) | Estimate (SE) | |||||||
| Neighborhood SED | 0.54 (0.19) | ** | 0.41 (0.20) | * | 0.39 (0.21) | 0.42 (0.21) | * | 0.45 (0.20) | * | 0.45 (0.21) | * | |
| MVPA | −0.61 (0.08) | *** | −0.45 (0.09) | *** | ||||||||
| Sedentary | 0.20 (0.03) | *** | 0.12 (0.03) | *** | ||||||||
| Diet Quality | 0.04 (0.02) | 0.04 (0.02) | ||||||||||
| Goodness of Fit | ||||||||||||
| −2 LL | 4488.2 | 4449.1 | 4392.1 | 4407.6 | 4452.1 | 4388.3 | ||||||
| AIC | 4492.2 | 4451.1 | 4396.1 | 4411.6 | 4454.1 | 4392.3 | ||||||
Note: Neighborhood SED, neighborhood socioeconomic deprivation; MVPA, moderate-to-vigorous physical activity; SE, standard error; −2 LL, log-likelihood; AIC, Akaike’s Information Criterion; * p < 0.05; ** p < 0.01; *** p < 0.001. a Model adjusted for age, sex, race/ethnicity, parent education, and nesting of students within schools.