Stats Flashcards
Draw out the 2x2 contingency table and stats used to determine the diagnostic utility of a test or measure
Reference Standard (+) Ref Stand (-) DX test (+) a. TRUE (+) b. FALSE (+) Dx test (-) c. FALSE (-) d. TRUE (-)
Describe and give the formula for overall accuracy
The percentage of individuals who are correctly diagnosed. (a+d)/(a+b+c+d)
sensitivity
The proportion of pts WITH a condition who have a (+) test result (a/a+c)
specificity
The proportion of pts WITHOUT a condition who have a (-) test result (d/b+d)
positive predictive value
the proportion of individuals with a (+) test result who have the condition (a/a+b)
negative predictive value
the proportion of individuals with a (-) test result who do not have the condition (d/c+d)
pos likelihood ratio
if test is positive..the increase in odds favoring the condition Sens/(1-Spec)
neg likelihood ratio
if test is negative…the decrease in odds favoring the condition (1-Sens)/Spec
Give the values for large, moderate, small and rarely important changes in +LR
Large: >10
Mod: 5-10
Small: 2-5
Rarely important: 1-2
Give values for large, moderate, small and rarely important changes in -LR
Large: <.1
Mod: .1-.2
Small: .2-.5
Rarely important: .5-1.0
Give the ICC or k values for sub/mod/fair/slight/no agreememt
substantial: .81-1
moderate: .61-.8
fair: .41-.60
slight: .11-.40
no agreement: .0-1.0