Scatter plots are vital in epidemiology as they help in identifying potential correlations between risk factors and health outcomes. By visualizing data, epidemiologists can quickly ascertain whether a relationship exists, and if so, whether it is positive, negative, or nonexistent. This visual analysis is often a precursor to more complex statistical analyses, such as regression models.