Applying the System Asset Pricing Model
Decision Accounting
Applying the System Asset Pricing Model to Student Loan Securitization and For-Profit Education
core
Core Claim
each dollar of annual industry revenue destroys $6.36 in system welfare
The for-profit education and student loan securitization complex generates 46.8B/yr in private payoff but destroys 297.6B/yr in system welfare. The system-adjusted payoff is -$250.8B/yr.
- System beta βW = 6.36 [5.2–7.8, 90% CI] from 100,000 Monte Carlo draws
- Break-even mitigation rate μ* = 0.84 — industry must internalize 84% of welfare costs
- Zero probability that βW < 1
sapm
SAPM vs CAPM
SAPM prices system-level covariance, not portfolio risk
CAPM asks how an asset co-moves with market returns; SAPM asks how private payoff co-moves with system welfare destruction. The student loan domain maps CAPM concepts to welfare economics.
- CAPM beta → system beta βW: measures welfare cost per dollar of annual industry revenue
- Risk-free rate → cooperative baseline W0: at-cost tuition (10K/yr) + living expenses (12K/yr) + at-cost servicing ($20/yr)
- Market return → system welfare W: aggregate well-being of students, taxpayers, macroeconomy
channels
Six Channels
Welfare destruction flows through six institutional channels
Each channel is independently estimated using federal audit data, CFPB findings, IRS-linked records, and CBO projections. Tuition extraction and debt overhang are the highest-beta channels.
- Tuition extraction: for-profit tuition 42.1% above cost (marketing + profit overhead)
- Debt overhang: 48% twelve-year default rate at for-profits drives $73B/yr in welfare costs
- Servicing rent: Navient's forbearance steering added $4B in unnecessary interest (2010–2015)
- Securitization moral hazard: SLABS disconnect originators from default risk
- Predatory recruitment: 54% of for-profit enrollees withdraw without a credential
- Governance failure: $11–13M/yr in lobbying preserves the regulatory architecture
baseline
Cooperative Baseline
The cooperative baseline already exists in Germany, Australia, and the Nordics
Germany spends 12,395–21,963 per student with tuition-free public universities. Australia's HECS-HELP system uses income-contingent loans with no real interest. The U.S. architecture persists because it is politically defended, not economically necessary.
- At-cost tuition: 10K/yr (vs. for-profit average 16K+)
- At-cost servicing: 15–20/yr per borrower (vs. industry revenue per borrower ~100)
- Automatic income-contingent repayment: structurally eliminates default
pigou
Why Pigou and Coase Fail
Standard externality frameworks cannot price institutional cascades
Pigouvian taxation fails because the externality is a multi-actor, multi-temporal cascade — not a single emission. Coasean bargaining fails because property rights are undefined, transaction costs are deliberately maintained, and the regulator is captured.
- 70% of defaulted borrowers qualified for IDR but never enrolled due to 'hassle costs'
- Fewer than 0.1% of borrowers attempt bankruptcy discharge
- The lobby spends 11M/yr to preserve rules that enable 298B in welfare destruction — a 23,000:1 return
frontier
Aggregate Frontier
System-adjusted payoff is deeply negative at -$278B/yr
The Pareto-Sustainability Frontier is concave: marginal welfare cost per dollar of industry revenue rises steeply. The industry's apparent 46.8B profit masks a net annual welfare loss of nearly 298B.
- Π = 46.8B/yr; ΔW = 297.6B/yr; Π = -$250.8B/yr
- βW ratio (welfare ratio) = 14.88; marginal βW = 8.9
- Concavity parameter κ reflects rising marginal cost as extraction increases
cross
Cross-Domain Comparison
Student loan securitization ranks above Bitcoin mining in welfare cost
With βW = 6.36, the domain sits in the upper-middle tier of calibrated SAPM domains — above Bitcoin mining (5.0), below Frontier AI (7.4), far below PFAS (35.2). This is an institutional Pareto failure, not a physical one.
- Classification: Pareto-unsustainable — no feasible side-payment exists
- All six channels are amenable to institutional reform (unlike thermodynamic limits)
- The 2023 Gainful Employment rule and 2025 OBBBA show Congress can act when costs become politically unsustainable
reform
What Changes
Reform portfolio targets highest-beta channels first
Capping tuition at the cooperative baseline and implementing automatic income-driven repayment would eliminate ~50% of total system welfare cost. The policy levers exist and have been repeatedly identified — they are blocked by political expenditure.
- Tuition cap: eliminate 42.1% marketing-and-profit overhead from for-profit tuition
- Automatic IDR: eliminate forbearance steering and default (70% of defaulters qualify for IDR)
- Servicer compensation reform: remove incentives for steering into forbearance
- SLABS transparency: require originators to retain risk, as in mortgage markets
bottom
Bottom Line
The architecture persists because it is politically defended, not economically necessary
No impossibility theorem applies. The cooperative baseline is operational in multiple OECD countries. The only barrier is 11–13M per year in lobbying that preserves a system destroying 298B in welfare annually.
- βW = 6.36: each dollar of annual industry revenue costs $6.36 in welfare
- Π = -$250.8B/yr: the system is a net welfare destroyer
- μ* = 0.84: 84% of welfare costs must be internalized for break-even
- The question is not 'can we fix it?' but 'will we?'