Equations Flashcards
Sensitivity
True positive rate (proportion of all people with disease who test positive)
TP/(TP+FN) = 1 - (false negative rate)
Specificity
True negative rate (proportion of people without disease that test negative)
TN/(TN+FP) = 1 - (false positive rate)
PPV
positive predictive value = proportion of positive test results that are true positive
= TP/(TP+FP)
NPV
Negative predictive value = proportion of negative test results that are true negative
= TN/(TN+FN)
PPV varies _____ with prevalence or pretest probability
directly
NPV varies ______ with prevalence or pretest probability
indirectly
Incidence rate:
(# new cases) / (# people at risk) during a time period
Prevalence rate:
(#existing cases)/(# people at risk) at a point in time
Prevalence = what other value’?
pretest probability
odds ratio
odds that the group with disease was exposed to a risk factor divided by the odds that the group without disease was exposed
OR = (a/c)/(b/d) = ad/bc
relative risk
risk of developing disease in the exposed group divided by risk in the unexposed group
RR = a(a+b) / c(c+d)
Attributable risk
proportion of disease occurrences that are attributable to the exposure
AR = (a/a+b) - (c/c+d)
Relative risk reduction
proportion of risk reduction attributable to intervention as compared to control
RRR = 1 - (Relative risk)
Absolute risk reduction
Difference in risk attributable to intervention vs. control
ARR = (C/C+D) - (a/a+b)
NNT
number of patients who need to be treated for 1 patient to benefit
NNT = 1/ARR