Capacity
Engine 2 · Distributed Healthcare · Capacity · Access is a distribution

Access is a distribution

Coverage is universal from day one; what changes is how far people travel, measured as a distribution and a crossover year.

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Capacity overview

Coverage is universal from day one and never partial. What improves over time is the distribution of travel times — a mean, a spread and a tail — moved down by density and staffing. A distribution has no completion state, so access is never reported as a percentage complete. It is measured by condition and time to definitive care, and its honest milestone is the crossover year when as many sites open as close: net-negative today, and plausibly a twenty-year horizon. This clock runs separately from the transition, and for longer.

1 · Summary

Every eligible resident is covered for obstetric care, trauma care and everything else in the floor on day one and at every point after. Coverage is never partial.

What varies is travel time — a distribution with a mean, a spread and a tail. Density and staffing move that distribution down. A distribution has no completion state, so access is never reported as a percentage complete.

2 · Why this exists

Build figures like "85% of planned obstetric units" are construction inputs. Published as outcomes they imply people are uncovered, which is false and is the worst thing this program could imply.

The distinction also separates two clocks that get run together. The transition is binary and dated: who is on which plan, who pays how, whose income falls. Access density is a trajectory measured in decades. Putting an access percentage on the transition clock produces a promise the program cannot keep and did not make.

3 · How it works mechanically

Access is measured by condition and by time to definitive care, not by time to an emergency room — which measures the wrong destination.

Share of births more than 30 minutes from surgical delivery capability. Time to the appropriate level of neonatal care including transport. Population within 60 minutes of a Level I or II trauma centre. First medical contact to device within 120 minutes for STEMI. Time to thrombolysis and to a thrombectomy-capable centre for stroke. Time to first antibiotic for sepsis. Plus ambulance deserts on the published 25-minute methodology.

The honest milestone is the crossover: the year as many sites open as close. Rural obstetrics is net-closing today. Reaching crossover and then net-positive plausibly takes twenty years, and that horizon belongs to this clock rather than the transition's.

Amenable mortality — deaths avoidable given timely, effective care — is the central outcome. Everything else in the dashboard is process. Savings created by queues or absent clinicians are not counted as success.

Reported as
Distribution of travel times: mean, spread, tail
Milestone
Crossover year — sites opening equals sites closing
Never reported as
A percentage of access complete
4 · Interactions with other healthcare components
Geography and the access bundle
The bundle is the instrument that moves the distribution.
Who moves, and when
Enrollment date and travel time are different facts about the same person.
5 · Cost and revenue
Detailed mechanism pending v10.2 specification. The summary above is the canonical landing-page entry; deeper detail will be added as the v10.2 architecture cycle resolves the open specification work for this component.
6 · Anti-cream-skimming and equity
Detailed mechanism pending v10.2 specification. The summary above is the canonical landing-page entry; deeper detail will be added as the v10.2 architecture cycle resolves the open specification work for this component.
7 · Quality and safety
Detailed mechanism pending v10.2 specification. The summary above is the canonical landing-page entry; deeper detail will be added as the v10.2 architecture cycle resolves the open specification work for this component.
8 · Workforce implications
Detailed mechanism pending v10.2 specification. The summary above is the canonical landing-page entry; deeper detail will be added as the v10.2 architecture cycle resolves the open specification work for this component.
9 · Patient experience
Detailed mechanism pending v10.2 specification. The summary above is the canonical landing-page entry; deeper detail will be added as the v10.2 architecture cycle resolves the open specification work for this component.
9.5 · Red-team
Strongest objection

Refusing a completion percentage makes the program unaccountable — there is no date at which anyone can say it failed.

Mitigation

The opposite. A percentage of units built is unfalsifiable as an access claim; a travel-time distribution published quarterly by catchment is not. The crossover year is a hard, checkable test, and it is currently being failed.

10 · Open questions and v10.2 work

Honesty about gaps. Distributed Healthcare has more unresolved specification than other Engines because operational complexity is higher; the items below are flagged for v10.2 specification or for outside expert review.

  • Baseline distributions by catchment need publishing before the first year, or there is nothing to measure improvement against.