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Sensitivity
Proportion of infected animals the test classifies as positive
Specificity
Proportion of uninfected animals the test classifies as negative
What does diagnostic sensitivity indicates?
Ability of test to detect presence of infection when infection is present
What does diagnostic specificity indicates?
ability of test to indicate the absence of infection, when infection is absent
How is sensitivity calculated?
True positives / infected
How is specificity calculated?
True negatives / uninfected
False positive test result
Test is positive, but animal is not infected by the pathogen
False negative test result
Test is negative but the animal is infected by that pathogen
Reasons for false positives and negatives
Testing errors
Diagnostic test characteristics
Biological differences
Diagnostic characteristics that could cause false results
low specificity or low sensitivity
Biological differences that could cause false results
animal condition or disease process
Positive predictive value (PPV)
Probability a POSITIVE test result is a true positive
Negative predictive value (NPV)
Probability a NEGATIVE test result is a true negative
PPV =
A/(A+B)
NPV =
D/(C+D)
Sensitivity =
A/(A+C)
Specificity =
D/(B+D)
A
True positive (infected & tests positive)
B
False positive (uninfected & tests positive)
C
False negative (infected & tests neg.)
D
True negative (uninfected & tests neg.)