EVALUATING TEST RESULTS:
1. Sensitivity-The ability of a test to detect disease when it IS present. The number of truly positive tests performed in the current modality is compared to the positive tests diagnosed by the gold standard test
# True Positive Tests / Total # Positive Tests proven positive by the gold standard test
2. Specificity-The ability of a test to rule out disease when it IS NOT present. The number of truly negative tests performed in the current modality is compared to the negative tests diagnosed by the gold standard test
# True Negative Tests / Total # Negative Tests proven negative by the gold standard test
3. Positive Predictive Value-Calculates how often a positive study is correctly diagnosed; ability of an exam to predict the presence of disease
# True Positive Tests / Total # Positive Tests
4. Negative Predictive Value-Calculates how often a negative study is correctly diagnosed; ability of the exam to predict the absence of the disease
# True Negative Tests / Total # Negative Tests
5. Accuracy-ability of test to correctly identify disease or lack of disease; total number of correct diagnoses compared to the total number of tests;
# True Positive Tests + # True Negative Tests / Total # Tests Performed
Overall accuracy value is always between sensitivity and specificity AND between PPV and NPV
EX: sensitivity 80%, specificity 92%, PPV 94%, NPV 88%
Accuracy must be between 80 - 92% AND between 88 - 94%
To meet all requirements the accuracy must be between 89 -91%
89% is greater than 80% sensitivity and greater than 88% NPV
91% is less than 92% specificity and less than 94% PPV