Episode 16: Statistical Analysis Plans (SAPs)

In this QCast episode, Jullia and Tom unpack Statistical Analysis Plans (SAPs) — the blueprints that define how clinical trial data are turned into evidence. They explore what a SAP includes, how it links to the protocol and estimand framework, and the controls that keep analyses credible, reproducible, and inspection-ready. Key Takeaways Treat the SAP as the bridge between protocol intent and statistical execution.  Anchor all analyses to the estimand framework to maintain alignment and interpretability.  Finalise and version-control the SAP before data lock to prevent bias and audit issues.  Define derivations, flags, and datasets explicitly to enable traceable, reproducible code.  Keep interim analysis logic clear, with independent oversight and documented firewalls.  Apply disciplined change control and independent quality checks throughout analysis.  Make every method explainable to clinicians — clarity, not complexity, drives confidence. 🔗 Learn More & Get Support: Visit quanticate.com to explore our biometrics services and discover how we can support your next clinical trial. 📝 Episode Notes & Transcript: Find show notes, resources, and a full transcript at quanticate.com/podcast.🔔 Stay Connected: Subscribe to QCast on Apple Podcasts, Spotify, or your favourite platform to never miss an episode.About QuanticateFounded in 1994, Quanticate is a biometrics-focused CRO with over 30 years' experience delivering expert clinical and post-marketing data services worldwide. Specialising in the collection, management, standardisation, analysis, and reporting of data, we support pharma and biotech companies globally with high-quality solutions for clinical development. We specialise in:Clinical Data Capture & ManagementBiostatistics & Statistical ConsultancyStatistical Programming & PK/PD AnalysisMedical Writing & PharmacovigilanceRegulatory & Submission SupportAI & AutomationPost-Marketing Safety & Real-World DataQuanticate is committed to delivering expertise and solutions that drive the success of clinical development worldwide.