A longitudinal study is a research study conducted over an extended period of time using repeated observations of the same variables. There are three main types of longitudinal studies: panel studies which survey the same sample at regular intervals, cohort studies which follow the same group over time, and retrospective studies which analyze existing data. Longitudinal studies allow researchers to identify trends and changes over time but require more time and resources than cross-sectional studies. Common surveys used in longitudinal research include market trends surveys, product feedback surveys, and customer satisfaction surveys.