A Longitudinal Study and a cross-sectional study differ mainly in how and when data is collected. Longitudinal research observes subjects repeatedly over time, while cross-sectional research generally examines a population at one point in time. Longitudinal methods are useful for studying changes and developments, whereas cross-sectional approaches can provide a snapshot of current conditions. Understanding these differences helps researchers select a suitable research design.