Class 8-10: Asso. Flashcards
2x2 table is searching for
Associations
Counterfactual theory
The attempt to create all people in the group as equal “IF” the exposure/Tx/disease had NOT occurred…This is impossible to create. Once a smoker has smoked…he has smoked and that can be reversed.
Our best attempt at Counterfactual theory
Exchangability
Exchangeability
Comparability
Label for columns of the 2x2
Disease/outcome
Label for the rows of the 2x2
Yes/No: if exposure/Tx occurred
Absolute Difference
Subtracting frequencies
Relative differences
Division of frequencies
And division of proportions
Which is larger relative or absolute differences
Relative differences are larger
Risk is a frequency/ratio/proportion?
Proportion
Probability of outcome
A simple percentage
Absolute Risk reduction (ARR)
This is the absolute difference of the outcome attributable to exposure difference between groups.
Relative risk reduction (RRR)
ARR / Risk of unexposed
Number needed to Treat (NNT) / Number needed to harm
Attempt to recreate relative risk into whole people… 1 / Absolute risk reduction—This is the number of patients needed to be treated to receive the stated benefit/harm
Risk ratio
Ratio of the 2 risks:
[ Risk of outcome (exposed) / risk of outcome (unexposed)]