TABLE 1.
Statistical measure | Definition | Calculation |
---|---|---|
Accuracy | The proportion of people who were correctly identified as either having or not having the disease or dysfunction | (TP + TN) / (TP + FP + FN + TN) |
Sensitivity | The proportion of people who have the disease or dysfunction who test positive | TP / (TP + FN) |
Specificity | The proportion of people who do not have the disease or dysfunction who test negative | TN / (FP + TN) |
Positive predictive value | The proportion of people who test positive and who have the disease or dysfunction | TP / (TP + FP) |
Negative predictive value | The proportion of people who test negative and who do not have the disease or dysfunction | TN / (FN + TN) |
Positive likelihood ratio | How likely a positive test result is in people who have the disease or dysfunction as compared to how likely it is in those who do not have the disease or dysfunction) | Sensitivity/(1-specificity) |
Negative likelihood ratio | How likely a negative test result is in people who have the disease or dysfunction as compared to how likely it is in those who do not have the disease or dysfunction | (1-sensitivity)/specificity |
TP= true positive; TN= true negative; FP= false positive; FN= false negative