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Chapter 18 Part B: Case-Control Studies and Test for Trend
11/14/2018 Chapter 18 Part B: Case-Control Studies and Test for Trend 11/14/2018 Basic Biostat
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Chapter 18, Part B = Case-Control
Case-Control (type III) sample All population cases Select 1 or more non-cases (“controls”) per case Ascertain exposure status of cases and controls Cross-tabulate results 11/14/2018
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Case-Control vs. Cohort
Case-control studies select cases and non-cases and then ascertain exposure status Cohort studies select exposed and non-exposed individuals and then ascertain occurrence over time 11/14/2018
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Control Selection “Density Sampling” Potential controls, time t1
11/14/2018
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Cross-tabulate Odds Ratio
Cases Controls E+ a1 b1 E− a2 b2 m1 m2 cross-product ratio Interpretation: OR stochastically = RR 11/14/2018
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Breslow Day Data Set 1 Disease: esophageal cancer
Exposure: alcohol consumption dichotomized at 80 gms/day Cross-tabulate exposure and disease a1 b1 a2 b2 Exposed individuals at about 5 times the risk as non-exposed individuals 11/14/2018
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(1– α)100% CI for the OR 11/14/2018
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Likely location of OR after accounting for random error
90% CI for OR – Example D+ D− E+ 96 109 E− 104 666 Likely location of OR after accounting for random error 11/14/2018
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WinPEPI > Compare2 > A.
Data entry Output 90% CI for OR = (4.22, 7.52) 11/14/2018
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Compare each exposure level to least exposed level
Ordinal Exposure Compare each exposure level to least exposed level 11/14/2018
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Ordinal Exposure Dose-response 11/14/2018
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Mantel Test for Trend H0: no trend in population risks
Test statistic: Mantel chi-square for trend, or zstat equivalent P value Assess evidence against H0 Nathan Mantel (1919 – 2002) Public domain photo 11/14/2018
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Mantel Test for Trend H0: no trend in population risks
Test stat.: WinPEPI > Compare2 > F2. Ordinal P value Conclusion: strong evidence of a trend 11/14/2018
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