The slope is crucial because it helps quantify the relationship between an exposure (such as a risk factor) and an outcome (such as a disease). In public health research, understanding this relationship can inform policy decisions, intervention strategies, and further scientific research. For instance, a positive slope might indicate that increased exposure is associated with a higher risk of the outcome, while a negative slope might suggest a protective effect.
