✔ You need clear, defensible language for papers, conferences, and labels when your study had interims and stopping rules.

✔ You’ll learn practical rules-of-thumb for when “naïve” estimates are okay—and when to adjust.

✔ You’ll hear what regulators typically focus on vs. what patients and clinicians actually want to know.

02:00 – Why communicating adaptive results is hard (and how simple can still be correct)

04:14 – What bias are we actually interested in? Conditional vs. unconditional

07:20 – Consequences for point estimates and confidence intervals

09:15 – Ordering the sample space across stages; stage-wise ordering and p-values

12:23 – Median-unbiased estimation: what it is and when to use it

13:38 – Secondary endpoints, safety, and multiplicity strategies

16:13 – Estimation efficiency vs. unbiasedness: what should we optimize?

17:40 – Communicating to scientific vs. lay audiences

18:36 – Should we publish p-values for secondary endpoints in adaptive trials?

20:20 – No one-size-fits-all template—and why fairness matters across programs

20:30 – Pre-planning or bust: why post-hoc “fixes” don’t carry the properties we need

21:49 – Trust, reproducibility, and credible decision-making

23:16 – ICHE20: read it, comment, improve it

🔗 ICHE20 (Adaptive Clinical Trials) – draft guidance: worth reading for its perspective on estimation and communication.

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