California University of Pennsylvania
Composite Fragility Score over time
Pillar trajectories
Institutional debt per student
Total institutional long-term debt (not student loans) divided by full-time-equivalent enrollment, nominal dollars. For public-university systems with centralized bond debt (UC, FL SUS), the system pool is allocated across sibling campuses proportional to FTE.
Latest-year debt per FTE student includes IPEDS-reported plant debt plus the LLM-enriched DSO snapshot (off-balance-sheet bonds at affiliated entities — typically FY 2024 audit values). For Pennsylvania State System of Higher Education (PASSHE), the system bond pool is the sum of all sibling campuses’ DSO_DEBT_SYSTEM values, allocated to this campus by FTE share — not attributed entirely to the flagship UNITID. The trajectory line shows IPEDS-reported debt only (no DSO) for consistency across years — DSO is a single audit-year snapshot, not a time series.
Athletics & enrollment
Share of undergrads who play varsity sports (EADA, U.S. Dept of Education). A rising ratio over time at a tuition-dependent private is the “athletic ratchet” — adding sports or expanding rosters to fill seats as enrollment pressure mounts. Snapshots taken at ~6-year intervals.
NCAA Division II with football
What EADA counts: a student who participated in at least one intercollegiate (varsity) competition during the academic year. Excludes redshirts, JV / developmental rosters, and club sports. The actual athletic-recruit footprint can be substantially larger than this count. At D3 schools, “athletic aid” reads $0 in EADA because institutional merit aid that functions as recruitment subsidy isn’t classified as athletic aid — so the discount-rate signal on this page is the right place to look for that money.
Administrative spending
Institutional Support (administration) measured two ways, from IPEDS expense-by-function reporting: as a share of total operating expenses alongside Instruction (faculty/teaching), and indexed against net tuition revenue to show whether admin spending tracks the revenue that funds it.
Instruction and Institutional Support as a share of total operating expenses. Instruction is the IPEDS faculty/teaching proxy; Institutional Support is the administrative proxy (executive management, finance, HR, general admin). A narrowing gap means admin is gaining on teaching.
Program earnings outcomes
From the HEA Group’s January 2026 release of program-level earnings data used in AHEAD negotiations. Each tested program is checked against a same-state high-school-graduate earnings benchmark; programs also subject to OBBBA Gainful Employment lose Title IV eligibility on a fail and are flagged AT RISK.
- Teacher Education and Professional Development Specific Levels and MethodsAssociate · 24 completers in earnings cohortFAIL -2K
- Engineering Technologies/Technicians GeneralAssociate · 46 completers in earnings cohortPASS +121K
- Health Services/Allied Health/Health Sciences GeneralBachelor · 16 completers in earnings cohortPASS +48K
- Registered Nursing Nursing Administration Nursing Research and Clinical NursingBachelor · 345 completers in earnings cohortPASS +47K
- Industrial Production Technologies/TechniciansBachelor · 27 completers in earnings cohortPASS +42K
- Computer and Information Sciences GeneralBachelor · 99 completers in earnings cohortPASS +38K
Source: HEA Group Jan 2026 release using AHEAD-negotiations data. Pooled 2017-18 + 2018-19 completer cohorts; earnings measured CY 2022-23, inflation-adjusted to 2024 (CPI-U). Only programs with sufficient Title-IV completers appear in the test. “AT RISK” = fails the OBBBA Gainful Employment threshold — loss of Title IV eligibility likely, program likely closes.
Latest-year breakdown (FY 2020-21)
| Pillar | Raw Metric | Score |
|---|---|---|
| Operating Margin | 25.0% | 0 / 25 |
| Pricing Power | $11,041 real net tuition / FTE | 16 / 25 |
| Debt Burden | 0.14 viability ratio | 23 / 25 |
| Liquidity | 57 days cash on hand | 16 / 25 |
Peer schools
Closest by Fragility Score in FY 2020-21. Financial similarity only — geographic / regional clustering is a separate (future) feature.
Selected raw financials — FY 2020-21
GASB / IPEDS Finance F1A. DSO totals from LLM enrichment of audited financial statements; see /sources for citations.