Several factors can impact the comparability of groups in epidemiological studies:
Selection bias: If the method of selecting participants leads to groups that differ systematically, the results may be skewed. Confounding: When an extraneous variable is associated with both the exposure and the outcome, it can distort the true relationship being studied. Information bias: Differences in the accuracy or completeness of data collected from different groups can affect comparability.