Table III.
Multilevel Predictors of Academic Achievement
Model 0 | Model A | Model B | Model C | |
---|---|---|---|---|
Intercept, β [95% CI] | 97.1 [94.7, 99.3]*** | 99.4 [96.8, 101.8]*** | 104.9 [97.9, 111.9]*** | 100.1 [92.3, 107.8]*** |
Fixed effects | ||||
Individual characteristics | ||||
Birth weight statusa | −7.6 [−10.5, −4.7]*** | −6.4 [−9.3, −3.5]*** | −5.9 [−8.5, −3.3]*** | −6.4 [−8.9, −3.8]*** |
Male sex | −5.0 [−8.1, −1.9]** | −4.6 [−7.4, −1.9]** | −4.3 [−7.0, −1.6]** | |
ADHD symptomsb | −9.7 [−14.3, −4.9]*** | −7.2 [−11.6, −2.9]** | −6.9 [−11.2, −2.7]** | |
Family characteristicsc | ||||
Educationd | −8.3 [−11.1, −5.5]*** | −7.6 [−10.5, −4.8]*** | ||
Black racee | −3.9 [−7.2, −0.7]* | −2.2 [−5.7, 1.2] | ||
Unmarried | −2.1 [−5.1, 0.9] | −1.0 [−4.0, 2.0] | ||
Parental protection | −0.4 [−0.6, −0.1]** | −0.3 [−0.6, −0.1]** | ||
Neighborhood perception | −0.01 [−0.1, 0.1] | 0.04 [−0.1, 0.1] | ||
Neighborhood characteristics | ||||
Poverty ratef | −0.2 [−0.3, −0.05]** | |||
High school dropoutsf | −0.1 [−0.2, 0.2] | |||
Random effects | ||||
Between-tract variability | 58.4 [33.6, 125.3]*** | 53.9 [31.3, 114.0]*** | 30.1 [15.3, 84.3]** | 30.5 [15.7, 82.0]** |
Within-tract variability | 163.5 [132.6, 206.7]*** | 151.3 [122.9, 190.8]*** | 127.2 [103.9, 159.3]*** | 123.5 [100.9, 154.7]*** |
Variance explainedg | ||||
Between-tract variability | 0 | 7.7% | 48.5% | 47.8% |
Within-tract variability | 0 | 7.5% | 22.2% | 24.5% |
AIC | 2952.9 | 2904.6 | 2810.2 | 2806.1 |
Model comparisong | 48.3 | 142.7 | 146.8 |
Note. CI, confidence interval.
aELBW versus NBW.
bRefers to parent ratings of ADHD symptoms—inattentive, hyperactive–impulsive, and combined types (Gadow & Sprafkin, 1997).
cUnless otherwise stated, refers to the primary caregiver, which was the biologic or adoptive mother for 164 children [90%] in the extremely low birth weight group and 157 children [89%] in the normal birth weight group.
dPrimary caregiver education of high school or less.
eWhite race includes two Asian ELBW and two Asian NBW children.
fAccording to 2000 US Census.
gRelative to Model 0.
*p < 0.05; **p < 0.01; ***p < 0.001.