Table 2. Different Screening Models Predicting to Parent-Teacher Fifth Grade Externalizing Outcome: Base Rate = 20%.
PPV >.50 | Sensitivity >.50 | ||||||||
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Model no. | Predictor | Likelihood ratio χ2 | R2 | AIC | Δ | Sensitivity | Specificity | Sensitivity | Specificity |
1 | Teacher K* | 47.1 | .15 | 240 | 47 | .45 | .88 | .52 | .86 |
2 | Teacher 1st* | 66.4 | .21 | 221 | 28 | .50 | .88 | .50 | .88 |
3 | Teacher K* & Teacher 1st* | 74.7 | .23 | 214 | 21 | .57 | .88 | .50 | .91 |
4 | Teacher K* & Parent K* | 59.2 | .19 | 230 | 37 | .48 | .88 | .50 | .87 |
5 | Teacher 1st* & Parent 1st* | 93.6 | .28 | 195 | 2 | .64 | .88 | .52 | .95 |
6 | Teacher K & Teacher 1st* and Parent K & Parent 1st | 99.9 | .30 | 193 | 0 | .68 | .88 | .50 | .94 |
Note. Predictors in bold had significant individual χ2 values. Test values in bold surpass preset criteria. Models with a delta greater than 4 are notably inferior to the best model (Δ = 0); models with a delta greater than 10 fail to explain a substantial amount of variation in the model. PPV = positive predictive value; AIC = Akaike's information criterion; K = kindergarten; 1st = first grade.
p <.001.