Pharmaceutical marketing opacity created the opioid crisis. The mechanism is structural, not individual.
The pattern is in the substrate. Once you see it, you see it everywhere.
The opioid crisis had a mechanism: pharmaceutical companies with high opacity, conducting clinical trials they controlled, marketing to physicians who couldn't see the full picture, reaching patients who had no alternative frame. This paper maps the full cascade.
The void framework gives this a number. It gives every system a number. The number predicts what happens next.
Pharmaceutical marketing opacity created the opioid crisis. The mechanism is structural, not individual.
Academic title: The Prescription Cascade: Void Architecture in US Pharmaceutical Markets
Move the sliders. Watch the system change state. Pe > 1 means drift wins.
The framework scores these systems — ordered by Pe.
The correlation coefficient. The sample size. The p-value. The math doesn't care about the domain.
Paste any text — AI output, ad copy, a policy document. The scorer runs the same algorithm the framework uses.
Three variables. One ratio. Predicts drift across every domain where the conditions co-occur.
Pe = (O × R) / α
Where O is opacity (how hidden the mechanism is), R is reactivity (how strongly the system responds to you), and α is your independence (how free you are to disengage).
When Pe < 1: diffusion dominates. You can navigate freely. The system is coherent.
When Pe > 1: drift dominates. The system pulls you in a direction. Your agency is reduced.
When Pe >> V* (≈ 3): irreversible cascade. D1 → D2 → D3. The system has captured you.
The framework identifies this pattern in every domain where O, R, and α co-occur. It specifies 26 falsification conditions. 0 of 26 have fired.
Full derivation: 10.5281/zenodo.18740040
Part of the Void Framework — 170 papers, 0/26 kill conditions fired, mean ρ = 0.958.