Observational study design
Design
Cohort, case control and related metrics
Prospective studies: cohort. Population at risk and incidence are directly observed over time
Retrospective studies: CC.
In cohort studies and RCT, participants are selected based on exposure status; in CC studies, they are selected based on outcome status.
Relative risk (risk ratio) RR, odds ratio OR
Case control studies
Odds ratio is usually used over risk ratio for the following reasons
- CC studies aim to compare the exposure history (risk factor) between cases and controls. As subjects are selected based on outcome, you can’t compute risk (which measures the population)
- incidence or risk calculation: it is not directly measureable you do not have total number of people developing the disease. In CC typically matched as a ratio
- odds is computable
- in rare outcomes, OR approximates RR
- logistic regression estimates OR
Interview questions
- Why use OR instead of RR