Adaptive randomization can help conserve scarce patient data by increasing learning efficiency in early oncology trials. Its value depends on sponsors entering development with clear priorities around one or two target indications. Without that discipline, adaptive designs risk adding operational complexity to broad, unfocused programs without yielding a clean development signal. This presentation will explore adaptive randomization and its utility in:
- Conserving scarce patient data in early development
- Improving signal detection through intentional focus
- Rewarding discipline over broad exploratory ambition