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Thought Leadership & Strategic Perspectives

The Placebo Arm Problem: Why Second-Entrant Trials May Overstate Superiority

Once a first-in-class drug is approved, the remaining patients eligible for the second entrant's trial are different. Enrollment-era bias means placebo arms in sequential trials are not comparable — and cross-trial superiority claims built on that foundation are weaker than they appear.

clinical-development biostatistics oncology competitive-intelligence

Why Oral Formulations Don't Always Win: The Part B Economics That Favor Infusion Incumbents

Conventional pharma wisdom assumes oral beats injectable. But Part B buy-and-bill economics create financial incentives for community oncologists to maintain infusion-based prescribing — and the patient cost math can actually favor the needle.

market-access oncology launch-strategy health-economics

Underdiagnosis Is the Real Competitor: Why Rare Disease Launches Fail Before They Start

In rare disease, the standard launch playbook assumes the market exists. But when class penetration is below 30%, the majority of eligible patients are undiagnosed. The real competitor isn't the incumbent drug — it's diagnostic inertia.

rare-disease launch-strategy patient-identification oncology

Why PharmDs Should Learn to Code

The gap between clinical expertise and technical execution is the single biggest bottleneck in oncology commercialization. Here's how to close it.

pharmd clinical-strategy ai oncology