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Lesson #11 Relative Risk and the Odds Ratio
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The risk of disease, given exposure, is: The risk of disease, given no exposure, is: The relative risk is P(D | E) P(D | E’)
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LC no LC Smoke No Smoke 12 3 88 147 100 150 P(LC | Smoke) =.12 P(LC | No Smoke) =.02 RR = = 6
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D D’ E E’ Cohort Study n
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If p = P(event), then odds = The odds of disease, given exposure: The odds of disease, given no exposure:
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Disease Odds Ratio OR = Can calculate as shown only from a cohort study
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Case-Control Study n D D’ E E’
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From a case-control study, we can calculate things like: P(E | D),P(E’ | D),P(E | D’ ), & P(E’ | D’ ) The odds of exposure, given disease:
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Exposure Odds Ratio OR Can calculate as shown from a case-control study
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OR D D’ E E’ ab cd a+cb+d OR =
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The disease odds ratio is also OR OR is used to estimate RR! OR can be calculated in any study design!
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CHD no CHD High Fat not High Fat 200300 180 120 50 150 OR =
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CHD no CHD High Fat not High Fat 200300 180 120 50 150 OR = (150)
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CHD no CHD High Fat not High Fat 200300 180 120 50 150 OR = (150)(180)
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CHD no CHD High Fat not High Fat 200300 180 120 50 150 OR = (150)(180) (120)
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CHD no CHD High Fat not High Fat 200300 180 120 50 150 OR = (150) (50) (180) (120)
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CHD no CHD High Fat not High Fat 200300 180 120 50 150 OR = (150) (50) (180) (120) = 4.5
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CHD no CHD HF not HF 200300 180 120 50 150 CHD no CHD HF not HF 200600 360 240 50 150 OR = (150) (50) (180) (120) = 4.5OR = (150) (50) (360) (240) = 4.5 “RR” == 2.56 150/270 50/230 “RR” == 3.15 150/390 50/410
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Yes No Heavy Light None46 33 10 89 39 82 32 153 Liver Cancer Alcohol Consumption
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Yes No Heavy Light None46 33 10 89 39 82 32 153 Liver Cancer Alcohol Consumption
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Yes No Heavy Light None46 33 10 89 39 82 32 153 Liver Cancer Alcohol Consumption
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