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ValueOS

byAIQL
Full portfolio
Module 4 · Portfolio Analytics · 4.4 · D9

Equity Analysis

The stratification workbench: pick a metric, stratify by any equity dimension, and see where good averages hide gaps. Scoped to Full portfolio.

D9 principle. Equity metrics attach contextual attributes to individual episodes; they are population-level analytics and are never used punitively at individual patient level.
HbA1c control (< 8.0%) by Sponsor rank tier · network rate 58.6%
Officer families63%
Enlisted families54%
Largest current disparities
Age (over 60 vs under 45)
Raw gap 14.0 points
Adjusted gap 9.0 persists after risk adjustment.
Geography (facility access)
Raw gap 13.0 points
Adjusted gap 6.0 largely explained by composition.
Sponsor rank tierheadline
Raw gap 9.0 points
Adjusted gap 7.4 persists after risk adjustment.
Gender
Raw gap 6.2 points
Adjusted gap 5.4 persists after risk adjustment.