Table 7.
Zero-Inflated Poisson Regression Models Predicting Maternal Critical Remarks
Variable | Estimate (S.E.) | p-value | aPseudo R2 | Log-likelihood |
---|---|---|---|---|
Step 1 | ||||
Count Model | .09 | −130.4*** | ||
Intercept | 3.68 (0.87) | <.001*** | ||
Co-Residence | −0.28 (0.37) | .463 | ||
Child Age | −0.15 (0.03) | <.001*** | ||
Maternal Education | −0.23 (0.09) | .009** | ||
Zero-Inflation Model | ||||
Intercept | 11.83 (4.51) | .009** | ||
Co-Residence | 0.10 (0.96) | .918 | ||
Child Age | −0.54 (0.24) | .026* | ||
Maternal Education | −0.44 (0.22) | .047* | ||
Step 2 | ||||
Count Model | .14 | −123.1*** | ||
Intercept | 1.74 (1.01) | .086 | ||
Co-Residence | 0.05 (0.39) | .899 | ||
Child Age | −0.02 (0.04) | .523 | ||
Maternal Education | −0.36 (0.09) | <.001*** | ||
Verbal Status | −1.18 (0.48) | .015* | ||
Behavior Problems | 0.01 (0.02) | .412 | ||
Zero-Inflation Model | ||||
Intercept | 1.40 (1.93) | .468 | ||
Co-Residence | 1.32 (1.13) | .241 | ||
Child Age | 0.00 (0.07) | .941 | ||
Maternal Education | −0.46 (0.26) | .083 | ||
Verbal Status | −0.72 (1.22) | .559 | ||
Behavior Problems | −0.17 (0.08) | .027* | ||
Step 3 | ||||
Count Model | .16 | −120.7*** | ||
Intercept | 1.27 (1.04) | .219 | ||
Co-Residence | 0.25 (0.39) | .525 | ||
Child Age | −0.01 (0.03) | .727 | ||
Maternal Education | −0.36 (0.09) | <.001*** | ||
Verbal Status | −0.36 (0.52) | .488 | ||
Behavior Problems | 0.03 (0.02) | .083 | ||
Verbal Status*Behavior Problems | −0.09 (0.04) | .029* | ||
Zero-Inflation Model | ||||
Intercept | 0.68 (1.93) | .724 | ||
Co-Residence | 1.68 (1.08) | .120 | ||
Child Age | 0.02 (0.06) | .685 | ||
Maternal Education | −0.49 (0.25) | .051 | ||
Verbal Status | 0.26 (0.95) | .782 | ||
Behavior Problems | −0.19 (0.07) | .006** |
McFadden’s Pseudo R2.
p < .050
p < .010
p < .001.