What are the Challenges of Using Real World Evidence in Cancer Research?
Using RWE in cancer research presents several challenges:
- Data Quality and Consistency: Ensuring that data from different sources are accurate, complete, and consistent is a major hurdle. - Data Integration: Combining datasets from multiple sources can be technically challenging and requires sophisticated data integration methods. - Bias and Confounding: Observational data can introduce bias and confounding factors that need to be carefully managed to ensure valid results. - Privacy Concerns: Patient data must be handled in compliance with strict privacy regulations, such as the Health Insurance Portability and Accountability Act (HIPAA) in the United States.
