Community Health

Cohort-level outcomes are how prevention finally pays. Payers, public-health systems, and employers see the room as continuous, ambient signal for the populations they are responsible for, with the privacy architecture that earns participation.

Issues that live here

• Issue

  Medicare Advantage / payer cohorts

  The bathroom as preventive infrastructure inside payer cohorts where outcomes drive economics.

• Issue

  Public-health surveillance

  Anonymous, cohort-level surveillance from bathroom signal, done in a way the public will accept.

• Issue

  Employer cohorts

  Employer cohorts as the wedge for workplace wellbeing measured at the room, not the survey.

Issues that touch Community Health

Primary home is elsewhere. They show up here because the work cuts across.

• Cross-cutting

  Medication adherence

  Adherence as observed behaviour, with biochemistry as ground truth.

• Cross-cutting

  UTI (delirium + sepsis cascade)

  Break the UTI → delirium → sepsis cascade. Roughly one in three sepsis cases starts as a UTI, and untreated infection is a leading driver of hospitalization and loss of independence in older adults. This is the smart-seat wedge.

• Cross-cutting

  STI (sexually transmitted infections)

  Catch chlamydia, gonorrhoea, and other STIs from passive urine signal. Restore the screening continuity primary care has lost.

• Cross-cutting

  Migraine

  Catch migraine prodrome from hydration, autonomic, and hormonal signal in the room people already use. Three times the prevalence in women; ~78B/yr in US lost productivity.

• Cross-cutting

  Senior living & aged care

  The bathroom as preventive infrastructure inside senior living and aged-care operators.

• Cross-cutting

  Workplace & sport facilities

  Bathroom infrastructure inside workplaces, gyms, and elite sport facilities.