Table 1.
Threats to validity in study designs.
Case-control study | Cohort study | Genome-wide association study | |
---|---|---|---|
|
|||
Bias | Selection bias Recall bias Inappropriate matching Reverse causation |
Selection bias Misclassification Length-time bias Reverse causation Loss to follow-up |
Phenotype misclassification Inappropriate controls Genomic inflation |
Confounding | Unmeasured confounders | Unmeasured confounders | Population stratification |
Chance | Multiple testing Power |
Multiple testing Power |
Multiple testing False discovery rate Rare variants Power |
Generalizability | Study-specific | Cohort-specific | Race/region-specific Phenotype-specific |