Alliance for Policy Research · In Partnership with America's Essential Hospitals

Payment Model Evidence Base & Phase Space Explorer

Architecting Sustainable Reimbursement for Safety-Net Health Systems · Study Phase I
How this APR project site works
Principal Investigator: Mahshid Abir, MD, MSc
Study Team: Wilson Nham · Nazia Wolters · Lisa Bernard
Contract Period: 12 Weeks (Starting Nov 16, 2026)
AEH-APR-2026-v1.1.1 · Bead 2d902480

1.0 Developing the Evidence Base for Essential Hospital Payment

On November 4, 2026, America's Essential Hospitals (AEH) awarded a 12-week contract to the Alliance for Policy Research (APR) to develop the quantitative and empirical evidence base informing a new payment model for essential services at safety-net institutions. The study investigates how novel payment mechanisms can decouple safety-net solvency from emergency volume, properly capitalize 24/7 public standby readiness, and eliminate regressive quality penalties that exacerbate disparities.

The project will deliver a comprehensive 20-page Evidentiary & Policy Architecture Report in January 2027, subject to independent APR peer review. This interactive explorer supports the study team and hospital leaders in modeling the orthogonal parameter space governing alternative payment models.

Study Parameters

  • Sponsoring Body: America's Essential Hospitals
  • Research Entity: Alliance for Policy Research
  • Lead Investigator: Dr. Mahshid Abir
  • Deliverable: 20-Page Report (Jan 2027)
  • Explorer Status: Illustrative working prototype
  • Methodology: Orthogonal Multi-Axis Phase Space

2.0 Orthogonal Payment Model Explorer

Illustrative assumptions, not study findings. The financial outputs below use a synthetic hospital and uncalibrated formulas. They are not forecasts or APR recommendations. The dimensions are design choices that can interact; their statistical independence has not been established.

Model Configuration

Standard Policy Archetypes
Orthogonal Policy Dimensions
Dim I · Payment Basis Standby Subvention
Unit of Aggregation ($X$)
Prospective global infrastructure subvention uncoupled from patient volume.
FFS Bundle Capitation Standby
Dim II · Financial Risk Bounded Corridors
Solvency Protection ($Y$)
Shared savings/losses strictly capped at ±3% with stop-loss reinsurance.
Cost-Plus Upside-Only Corridors Full Risk
Dim III · Equity Weight SVI / ADI Multiplier
Social Risk Adjustment ($Z$)
Base payments scaled up 15-25% via CDC Social Vulnerability Index.
Clinical HCC Stratified SVI Multiplier Social Carve-In
Dim IV · Quality Scope Standby Readiness
Evaluation Standards ($W$)
Evaluated on emergency standby readiness, zero ER diversion, and crisis surge capacity.
Process EHR Readmissions Disparity Gap Standby Ready
External Economic Shocks

2D Orthogonal Phase Space Projection ($X$ vs. $Y$ with $Z/W$ Encodings)

Active Model Policy Archetypes Legacy Regimes
Operating Margin
+2.8%
Baseline: -3.2%
Annual Margin Delta
+$34.8M
On $580M operating budget
Standby Resilience
92/100
24/7 Level 1 Trauma / Burn
Community Equity Fund
$41.2M
Dedicated SDOH investment

Archetype Structural Comparison Matrix

Model / Archetype Payment Basis Risk Profile Equity Adjustment Simulated Margin Shock Resilience

Work with APRIL

Use the illustrated APRIL button in the bottom corner. Verify your phone, give your name and email, and confirm APR membership to activate your assistant. Return to your saved conversations or publish the current scenario in your own directory.

How registration, history and publishing work

3.0 Policy Foundations & Methodological Rigor

3.1 The Failure of the 1D Fee-for-Service to Capitation Continuum

For decades, health policy reform has relied on a simplistic linear abstraction: Fee-for-Service (FFS) → Pay-for-Performance → Bundled Payments → Full Capitation. When applied indiscriminately to essential hospitals, this linear paradigm produces systemic failure. Capitation models shift actuarial risk onto institutions that possess minimal capital reserves, negligible commercial payer leverage, and negative operating margins. Conversely, volume-dependent FFS undercompensates essential standby services and penalizes hospitals when community prevention succeeds.

3.2 Deconstructing Standby Capacity as a Public Good

Essential hospitals provide services such as trauma, burn care and psychiatric emergency care. Maintaining these resources around the clock requires fixed readiness expenditures alongside costs that vary with patient volume. Under our orthogonal framework, Dimension I decouples standby infrastructure subvention from marginal encounter volume, preserving regional emergency capacity without exposing hospitals to bankruptcy during public health surges.

3.3 Multi-Dimensional Risk Corridors & Social Risk Adjustments

Traditional Medicare Value-Based Purchasing (VBP) and the Hospital Readmissions Reduction Program (HRRP) have functioned regressively, disproportionately penalizing safety-net hospitals whose patients experience high Area Deprivation Index (ADI) and severe housing instability. By introducing orthogonal Dimension III (Social Risk Multipliers and Flexible Social Health Carve-Ins), benchmarks are adjusted for community deprivation, transforming quality measurement from a punitive fine into an investment engine for closing racial and socioeconomic health gaps.

Evidence collection is in progress. The study team must verify sources, calibrate assumptions and review conclusions before these outputs are used for policy decisions. Earlier draft references and unsourced numerical claims have been removed.