Table 3.
Sensitivity, specificity, positive and negative predictive values (PPV and NPV) and best cut-off point for scores of the 10-item and 5-item MADRS
10-item MADRS | |||||||||||
Cut-off | 5/6 | 6/7 | 7/8 | 8/9 | 9/10 | 10/11 | 11/12 | 12/13 | 13/14 a | 14/15 | 15/16 |
Sensitivity | 0.92 | 0.92 | 0.92 | 0.90 | 0.87 | 0.85 | 0.85 | 0.85 | 0.85 | 0.77 | 0.69 |
Specificity | 0.64 | 0.66 | 0.69 | 0.70 | 0.74 | 0.76 | 0.77 | 0.81 | 0.81 | 0.83 | 0.84 |
PPV | 0.52 | 0.56 | 0.56 | 0.57 | 0.59 | 0.60 | 0.62 | 0.69 | 0.70 | 0.72 | 0.72 |
NPV | 0.95 | 0.95 | 0.95 | 0.94 | 0.93 | 0.92 | 0.92 | 0.91 | 0.91 | 0.86 | 0.82 |
γ | 0.56 | 0.58 | 0.61 | 0.62 | 0.62 | 0.61 | 0.62 | 0.66 | 0.66 | 0.60 | 0.53 |
5-item MADRS | |||||||||||
Cut-off | 5/6 | 6/7 | 7/8 | 8/9 | 9/10 | 10/11 a | 11/12 | 12/13 | 13/14 | 14/15 | 15/16 |
Sensitivity | 0.88 | 0.88 | 0.85 | 0.81 | 0.81 | 0.81 | 0.69 | 0.65 | 0.58 | 0.58 | 0.46 |
Specificity | 0.75 | 0.76 | 0.81 | 0.85 | 0.86 | 0.87 | 0.88 | 0.90 | 0.90 | 0.90 | 0.93 |
PPV | 0.57 | 0.56 | 0.61 | 0.70 | 0.71 | 0.75 | 0.74 | 0.78 | 0.76 | 0.76 | 0.81 |
NPV | 0.71 | 0.94 | 0.94 | 0.91 | 0.91 | 0.90 | 0.85 | 0.82 | 0.79 | 0.79 | 0.72 |
γ | 0.63 | 0.64 | 0.66 | 0.66 | 0.67 | 0.68 | 0.57 | 0.55 | 0.48 | 0.48 | 0.47 |
γ Youden’s index = (sensitivity + specificity) - 1
aMaximum trade-off between sensitivity and specificity
Bold-data: MADRS' threshold scores