Table 3.
Diagnostic accuracy associated with psycholinguistic markers of SLI.
Measure | Discrimination | Area under the curve | SE | Optimal cutoffa | Sensitivity | Specificity | Positive likelihood ratiob | Negative likelihood ratioc |
---|---|---|---|---|---|---|---|---|
TEGI | ||||||||
SLI vs. TD | 0.954*** | 0.025 | 95.75 | 0.84 | 0.95 | 16.80 | 0.168 | |
SLI vs. ADHD | 0.900*** | 0.047 | 93.70 | 0.79 | 0.85 | 5.27 | 0.247 | |
NWR | ||||||||
SLI vs. TD | 0.924*** | 0.046 | 85.91 | 0.95 | 0.90 | 9.50 | 0.056 | |
SLI vs. ADHD | 0.875*** | 0.054 | 84.90 | 0.90 | 0.70 | 3.00 | 0.143 | |
SR | ||||||||
SLI vs. TD | 0.959*** | 0.031 | 14.50 | 0.90 | 0.90 | 9.00 | 0.111 | |
SLI vs. ADHD | 0.963*** | 0.032 | 15.50 | 0.90 | 0.95 | 18.00 | 0.105 | |
TNL | ||||||||
SLI vs. TD | 0.936*** | 0.036 | 95.50 | 0.95 | 0.80 | 4.75 | 0.063 | |
SLI vs. ADHD | 0.882*** | 0.053 | 95.50 | 0.95 | 0.65 | 2.71 | 0.077 |
Note. SE = standard error.
Optimal cutoff was based on the TEGI Screening Test score (max = 100), the NWR Percent Phonemes Correct (max = 100), the SR Screening score (max = 32), and the TNL Narrative Language Ability Index (M = 100, SD = 15), and was determined using the Youden Index (J), where J = maximum (Sensitivity + Specificity − 1).
Positive likelihood ratio = Sensitivity/(1 − Specificity): Values of 1 = neutral, 3 = moderately positive, ≥ 10 = very positive.
Negative likelihood ratio = (1 − Sensitivity)/Specificity: Values of 1 = neutral, ≤ 0.30 = moderately negative, ≤ 0.10 = extremely negative.
p < .001.