Temporal bias can significantly impact the validity of an epidemiological study. If the timing of exposure and outcome are not accurately aligned, it can lead to false associations, either positive or negative. This can result in misleading information about the causality of diseases, which can affect public health policies, clinical guidelines, and individual patient care.