Table 4.
Multilevel models for exposure to obesity on misperception score by age
Model | Age 9 (n = 1049)
|
Age 13 (n = 1170)
|
Age 16 (n = 1144)
|
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---|---|---|---|---|---|---|---|---|---|---|---|---|
β | s.e. | t | P | β | s.e. | t | P | β | s.e. | t | P | |
Base | ||||||||||||
Random effects | ||||||||||||
Between schools | 0.068 | 0.023 | – | – | 0.034 | 0.014 | – | – | 0.024 | 0.010 | – | – |
Within schools | 1.211 | 0.050 | – | – | 0.655 | 0.028 | – | – | 0.543 | 0.023 | – | – |
Fixed effects | ||||||||||||
Intercept | −0.398 | 0.044 | −8.98 | <0.0001 | −0.940 | 0.033 | −28.79 | <0.0001 | −0.738 | 0.029 | −25.02 | <.0001 |
Gender (boy = 1) | 0.075 | 0.059 | 1.09 | NS | 0.111 | 0.052 | 2.00 | <0.05 | −0.132 | 0.049 | −2.71 | <.01 |
1 | ||||||||||||
Parent BMI | −0.040 | 0.007 | −5.75 | <0.0001 | −0.011 | 0.006 | −1.97 | <0.05 | −0.016 | 0.005 | −2.96 | <0.01 |
2 | ||||||||||||
Schoolmate BMI | −0.270 | 0.033 | −8.11 | <0.0001 | −0.063 | 0.022 | −2.91 | <0.001 | −0.117 | 0.030 | −3.89 | <0.0001 |
3 | ||||||||||||
Parent BMI | −0.035 | 0.007 | −5.23 | <0.0001 | −0.011 | 0.006 | −1.92 | NS | −0.015 | 0.005 | −2.83 | <0.01 |
Schoolmate BMI | −0.281 | 0.035 | −7.99 | <0.0001 | −0.075 | 0.023 | −3.28 | <0.001 | −0.113 | 0.035 | −3.20 | <0.001 |
Abbreviations: BMI, body mass index; NS, not significant. Model 3, Student level: misperception = β0+β1 (gender) +β2 (parent BMI)+ ε0. School-level: β0 = γ00+γ01 (schoolmate BMI)+μ0. β1 = γ10+γ11 (schoolmate BMI). β2 = γ20.