Longitudinal studies are research designs that involve repeated observations of the same variables over long periods. They are crucial for understanding the progression and development of diseases, including cancer. These studies can span several years to decades, providing invaluable insights into how cancer evolves, how patients respond to treatments, and what factors influence survival rates.