The Mathematics of Medical Panic: How Misused Statistics Distort Healthcare Policy

Healthcare policy is increasingly justified through the language of numbers, yet numerical precision does not guarantee sound reasoning. Some of the most damaging public health controversies, from opioid prescribing restrictions to vaccine skepticism, demonstrate how statistical misunderstandings can distort risk, fuel panic, and transform flawed interpretations into harmful policy.