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Two teams can size the same market using the exact same healthcare claims data and land millions of patients apart. The data is identical, but the cohort definition is not, and almost nobody checks the range. While real-world data can map treatment flows, disease progression, outcomes, and cost of care across payers, every insight rests on a definition that usually goes untested and may not even be published at all. In this episode, Scott L. DuVall, PhD, SVP of Real-World Evidence at PurpleLab, whose CARES initiative puts high-precision data and methods behind real-world research, explains which definitional choices move a result, what to ask before building on numbers you didn't produce, and the four requirements he would insist on for every study.

Pharmaceutical Executive Daily

The FDA approves Roche’s Tecentriq for a subset of colon cancer patients, TRexBio and Retension Pharmaceuticals price new IPOs, and a Pharmaceutical Executive feature examines what it takes to turn precision medicine’s biological gains into deliverable therapies.

Pharmaceutical Executive daily

Novo Nordisk data show real-world weight loss after switching to its oral semaglutide pill, FDA's peptide rulemaking stalls while its enforcement arm targets compounded peptide sellers, and Avi Pardo flags a compliance blind spot in field teams' text messages with doctors.

Pharmaceutical Executive Daily

FDA approves Ultragenyx's Fayuvi as the first treatment for Sanfilippo syndrome type A, Lisata Therapeutics acquires Marea Therapeutics as mAbxience partners with Sandoz on a hemophilia A biosimilar, and Joe Cunningham argues that executive drug-pricing deals alone won't fix costs.