Real-World Evidence for Modern Development

Traditional randomized controlled trials remain essential for drug development, but they have important limitations that real-world data (RWD) can help address.

Limitations of Traditional Randomized Clinical Trials (RCTs)

  • Patients with comorbidities, concomitant medications, or complex clinical histories are often excluded, limiting representation of routine-care populations.
  • Medications are evaluated under protocol-defined conditions that may not fully reflect real-life treatment use patterns.
  • Clinical development remains time-consuming and costly, while success rates continue to be challenging.

How RWD Complements RCTs

RWD generated from routine clinical care can complement traditional clinical trials by providing:

  • Broader patient representation across comorbidity profiles and clinical subgroups
  • Real-life treatment patterns and clinical decision-making
  • Longitudinal outcome information across multiple lines of therapy