If these assumptions are violated, the results of an epidemiological study can be misleading. For example, if the assumption of temporality is not met, it may be difficult to determine whether the exposure causes the outcome or vice versa. Similarly, if there is no biological plausibility, the observed association might be due to confounding factors rather than a true causal relationship.
