Despite their advantages, panel studies face several challenges:
Attrition: Loss of participants over time can result in attrition bias, affecting the study's validity. Cost and Time: Panel studies are resource-intensive, requiring substantial time and financial investment. Data Management: Managing and analyzing large volumes of data can be complex and require sophisticated statistical techniques. Measurement Variability: Changes in measurement methods or instruments over time can introduce variability and compromise data consistency.
