## Calculation of RR and OR ### Relative Risk (RR) Calculation RR compares the probability (risk) of disease in exposed versus unexposed groups: $$RR = \frac{Risk_{exposed}}{Risk_{unexposed}} = \frac{a/(a+b)}{c/(c+d)}$$ Where: - a = exposed with disease = 80 - b = exposed without disease = 170 - c = unexposed with disease = 20 - d = unexposed without disease = 230 $$RR = \frac{80/250}{20/250} = \frac{0.32}{0.08} = 4.0$$ ### Odds Ratio (OR) Calculation OR compares the odds of disease in exposed versus unexposed groups: $$OR = \frac{Odds_{exposed}}{Odds_{unexposed}} = \frac{a/b}{c/d} = \frac{a \times d}{b \times c}$$ $$OR = \frac{80 \times 230}{170 \times 20} = \frac{18400}{3400} = 5.41 \approx 5.4$$ **Key Point:** When disease prevalence is **not rare** (>10%), the OR will be notably larger than the RR. In this study, COPD prevalence is 100/500 = 20%, which is NOT rare. ## Relationship Between RR and OR | Scenario | RR vs OR | When It Occurs | |----------|----------|----------------| | Disease is **rare** (<1%) | RR ≈ OR | Case-control or cohort studies with low disease prevalence | | Disease is **common** (>10%) | OR > RR | Case-control or cohort studies with high disease prevalence | | Cross-sectional study | Both calculable | When baseline prevalence is known | **High-Yield:** The OR will **always be further from 1.0 than the RR** when disease is not rare. If RR = 4.0, OR will be >4.0 (in this case 5.4). ## Why OR Overestimates RR The mathematical reason: OR uses odds (probability of disease / probability of no disease), while RR uses only the probability of disease. When disease is common, the denominator in the odds calculation becomes smaller, inflating the ratio. **Clinical Pearl:** In case-control studies (where you cannot calculate RR directly), OR is the only measure available and serves as a proxy for RR when disease is rare. However, in cohort and cross-sectional studies where RR can be calculated, OR will overestimate the association when disease prevalence exceeds ~10%. ## Interpretation Both measures indicate a strong association between dust exposure and COPD: - **RR = 4.0:** Workers with dust exposure are 4 times more likely to develop COPD - **OR = 5.4:** The odds of COPD are 5.4 times higher in exposed workers The difference reflects the non-rarity of COPD in this population, not a methodological error.
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