Longitudinal studies are research designs that involve repeated observations of the same variables over short or long periods. They are particularly useful in toxicology for assessing the chronic effects of exposure to toxic substances. By following a cohort of subjects, researchers can observe how exposure impacts health outcomes over time, distinguishing between short-term and long-term effects.