Diagnostic Tests 1 Flashcards
Characteristics of reference test
Best available test, as close to gold standard as possible; highest sensitivity, specificity, etc.; usually most expensive, slow, or technically challenging
3 real world alternatives to reference tests?
surrogate tests, imperfect tests, or multiple tests with various characteristics
Define sensitivity
proportion of disease positive animals that have a positive test result
define specificity
proportion of disease negative animals that have a negative test result
will a high sensitivity test will have: a low risk of false negatives or a high risk of false negatives
a high sensitivity test will have a low risk of false negatives
will a high specificity test have a low or high risk of false positives
a high specificity test will have a low risk of false positives
define accuracy
ability of test to give true measure of what it is testing; average of repeat testing is close to truth
define precision
how consistent the results of a test are when repeated (not necessarily close to the true value)
define agreement
how well two tests agree, ie. give same value or outcome (doesn’t mean that either test is accurate, and can refer to two people assessing the same parameter)
what is Kappa used for
used to test agreement (beyond just chance) between two or more tests when the tests are categorical
define analytic sensitivity
lowest concentration an assay can detect
define analytic specificity
capacity of an assay to react to only one compound
define positive predictive value and give 2 factors that influence it
proportion of animals that test positive which truly have the disease. influenced by pre-test probability for patient (or prevalence in population) and specificity of test or cut point being used
define negative predictive value and give 2 factors that influence it
proportion of animals that test negative which truly do not have the disease. influenced by pre-test probability for patient (or prevalence in population) and specificity of test or cut point being used
if prevalence decreases while Se and Sp remain the same, what is the effect on PPV? on NPV?
if prevalence decreases, the positive predictive value decreases and the negative predictive value increases