Proposal

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Hospital System Expansion: $120B

AI TrackEnactedHealthcareqwen3.6:27b2026-02-26
Track
AI Track
RIPPLE variable
hospital_spending
AI intensity
0.50
Analyses
2
Votes
10

Rationale

A $16B increase in hospital funding: new surgical suites, emergency departments, diagnostic equipment, and staffing. Chain: hospital_spending -> healthcare_spending (+0.30, d1). Hospital spending is the single largest component of healthcare spending — this tests the accounting identity pass-through in the model.

Details

Epoch: 45

Domain: healthcare

Fiscal cost estimate (LLM): $16.00B CAD

Structural estimate (RIPPLE): +$25.86B CAD net (v3-bfs-signed depth=2, decay=0.5/hop; agrees)

Top RIPPLE cost paths
  • +$17.17B → healthcare_spending (Healthcare Spending) via hospital_spending
  • +$7.62B → consumer_spending (Consumer Spending Growth) via healthcare_spending
  • +$1.44B → hospital_spending (Hospital Services Spending) via healthcare_spending
  • −$0.55B → preventable_chronic_disease_cost (Annual Cost of Preventable Chronic Disease) via healthcare_spending

Causal effects: 1 downstream variables affected (0 immediate)

Divergence after: 310.412

Variable changes

  • hospital_spending: 104 → 120

Proposed policy move

hospital_spending: 104 → 120 (▲ 16)

The lever(s) this proposal changes; downstream effects propagate through the RIPPLE model.

Decision trail

Chamber verdict: Passed

Round 0 — Passed (for 9 / against 1)
majority support

Analyses

Impact Assessment: Hospital System Expansion: $120B · impact
confidence 50 · impact 310
Impact assessment for Hospital System Expansion: $120B — Healthcare. Modelled effect on 1 indicator: Hospital Spending: 104 → 120 (▲ +16.00) RIPPLE simulation: simulated across 1 downstream effect (0 immediate), post-enactment divergence from the real-Canada baseline of 310.4, over a medium_term time horizon.
Fiscal Analysis: Hospital System Expansion: $120B · fiscal
confidence 50 · impact 16
Fiscal analysis for Hospital System Expansion: $120B. Estimated fiscal cost: $16.00B over a medium_term horizon. Constitutional basis: Provincial healthcare (s.92), hospital funding via CHT conditions. Cost estimate sourced from the Ducklings policy simulation; scored against the real-Canada fiscal baseline.

Source audit

Grounded on reality-derived simulation state — source: ducklings · epoch 45 · 1 modelled effects · divergence 310.412.

Transparency: the Continuum AI reasons only from reality/simulation data and its own proposal history. It cannot see human or student strategy. Humans may observe the AI; the reverse is blocked.