Fair distribution involves the just and equitable allocation of resources, particularly in healthcare. It ensures that all individuals have equal opportunities to achieve optimal health outcomes. This principle is particularly important in epidemiology, where disparities in health resources can lead to significant differences in disease incidence and outcomes.