USMLE purpose: Master relative-risk table setup: convert a word problem into a 2×2 table, then calculate the requested comparison.
Relative risk is risk in the exposed/treatment group divided by risk in the unexposed/control group; the hard part is putting the numbers in the correct 2×2 boxes.
| Outcome + | Outcome - | Total | |
|---|---|---|---|
| Exposure + | A | B | A + B |
| Exposure - | C | D | C + D |
| Metric | Formula | When to use |
|---|---|---|
| Risk in exposed | A / (A + B) | Event rate among exposed |
| Risk in unexposed | C / (C + D) | Event rate among unexposed |
| Relative risk | [A / (A + B)] ÷ [C / (C + D)] | Cohort/RCT-style risk comparison |
| Odds ratio | AD / BC | Case-control-style association |
| Phrase | What to do | Trap |
|---|---|---|
| “Out of 400 exposed, 100 developed outcome” | 100 is outcome+; 300 is outcome- | Do not put 400 into a single cell |
| “Compared to” | First group / second group | Reversing numerator and denominator |
| Relative risk | One cell over row/column total divided by another risk | Using odds ratio by accident |