Screenings in medicine Flashcards
Sensitivity
How well a test can detect presence of disease when in fact the disease is present
Proportion of time that a test is positive in a patient that does have the disease
Highly sensitive test has low false negative rate
Sensitivity equation
Sensitivity= TP/(TP+FN) x 100 Sensitivity= TP/ All diseased x100
Specificity
How well a test can detect absence of a disease when in fact the disease in absent
Proportion of time that a test is negative in a patient that does not have disease
Highly specific test has low false positive rates
Specificity equation
Specificity= TN/ (TN+FP) x 100 Specificity= TN/ All not diseased x100
Positive predictive value and equation
How accurately a positive test predicts the presence of disease
Proportion of true positives in patients with a positive test
PPV= TP/ (TP+FP) x100
PPV= TP/ All positive tests x100
Negative predictive value
How accurately a negative test predicts the absence of disease
Proportion of true negatives in patients with a negative test
NPV= TN/ (TN+FN) x100
NPV= TN/ All negative tests x100
Diagnostic accuracy/diagnostic precision
Proportion of total screenings that a patient is correctly identified as either having a disease or not having a disease with either a positive or negative test, respectively
DA/DP equation
DA= (TP+TN) / (TP+FP+TN+FN) x100 DA= (TP+TN) / All patients x 100
Likelihood ratio positive
Probability of a positive test in the presence of disease / probability of a positive test in the absence of disease
Sensitivity / (1-specificity)
Likelihood ratio negative
Probability of a negative test in the presence of disease / probability of a negative test in the absence of disease
(1-sensitivity) / specificity
LR+ number to be beneficial
LR+ should be >10 to demonstrate the test is more beneficial
LR- number to be beneficial
LR- should be <0.1 to demonstrate the test is more beneficial
Validity
Ability to accurately discern between those that do and those that do not have the disease
Internal validity
Extent to which results accurately reflect what was being assessed
External validity
Extent to which results are applicable to other populations