Confounding factors are variables that are related to both the exposure and the outcome of a study, which can distort the true relationship between them. These factors can lead to misleading conclusions if not properly controlled or adjusted for, affecting causal inference and the application of Hill's criteria in establishing a cause-and-effect relationship.
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