Longitudinal studies are invaluable, but they come with several challenges:
1. Attrition: Participants may drop out over time, leading to incomplete data. 2. Cost: These studies are often expensive to conduct due to their extended duration. 3. Data Management: Managing and analyzing vast amounts of data over long periods can be complex. 4. Bias: Selection bias and loss to follow-up can affect the validity of the results.