Original data research from the PlainDiscipline editorial team. Every page is rendered server-side from a live SELECT against the portal database; no numbers are hardcoded.
PlainDiscipline ranks US states by total state medical board disciplinary actions against physicians, using the per-state aggregate. Rendered server-side from a live SELECT against the states table.
PlainDiscipline ranks physician specialties by the total number of medical board disciplinary actions attributed to physicians in each specialty, using the specialties aggregate. Rendered server-side from a live SELECT against the specialties table.
PlainDiscipline ranks state medical board disciplinary action types by total occurrence count across the registry, using the action_types aggregate. Rendered server-side from a live SELECT against the action_types table.