Despite its advantages, using RWE comes with challenges. The data is often heterogeneous and may lack the rigor of randomized controlled trials (RCTs). Issues like data quality, missing data, and confounding factors can complicate analyses. Additionally, the ethical considerations around patient privacy and data security must be carefully managed.