A longitudinal study is a research design in which participants are followed over a period of time, while a cross-sectional study involves collecting data from different groups at a single point in time. Longitudinal studies may be more useful for exploring developmental processes or changes in behaviour over time, while cross-sectional studies may be more appropriate for examining differences between groups or populations.