Longitudinal surveys are a type of observational study where data is collected from the same subjects repeatedly over a period of time. These surveys are particularly valuable in epidemiology as they allow researchers to observe changes and developments in health-related variables, track the progression of diseases, and understand the long-term effects of various risk factors.