Temporal sequence is essential because it helps determine whether an exposure can be considered a potential cause of an outcome. Without establishing the correct order, we cannot confidently attribute the outcome to the exposure. This is particularly important in public health interventions, where understanding the causality can direct effective strategies and policies.