University of California-Davis
The University of California system files its balance-sheet (F1A) and operating-margin summary (F1D / F1N) blocks at the UC Office of the President system level, not per campus. Each campus IPEDS filing therefore has revenue, expense, endowment, and pension/OPEB detail but no expendable-net-position or operating-margin block. The Operating Margin pillar at this campus uses an all-in F1B27 − F1C191 fallback (total revenues minus total operating expenses); Debt Burden and Liquidity pillars remain indeterminate from IPEDS alone and default to a neutral score. See the methodology page for the full handling. Methodology →
Composite Fragility Score over time
Pillar trajectories
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 I-FCS
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.
vs 2.2% reported (681)
kept-peer range suggests 2–2% (590–730 athletes)
| Peer | UG | Ratio |
|---|---|---|
| University of DelawareDE | 18,365 | 7.8:1 |
| Stony Brook UniversityNY(trimmed) | 17,141 | 9.0:1 |
| Montana State UniversityMT | 12,884 | 7.1:1 |
| SUNY at AlbanyNY(trimmed) | 12,010 | 6.7:1 |
| Kennesaw State UniversityGA | 31,273 | 8.8:1 |
Peers chosen by similarity score: same control + NCAA division weighted highest, plus Carnegie classification and UG enrollment band. The highest and lowest peer ratios are trimmed before averaging so one outlier doesn’t shift the range; the implied range is the school’s coach count multiplied by the kept peers’ min and max ratios, capped at UG enrollment.
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.
What “admin” means here: Management (OCCUPCAT 300) + Business and Financial Operations (OCCUPCAT 310) full-time staff — the “decision-making admin” headcount. Source: IPEDS S2023_OC survey (Fall 2023). This is a headcount metric, not a dollar metric, so it isn’t contaminated by regional salary differences. Not part of the fragility score; surfaced as descriptive context only.
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.
- Computer EngineeringBachelor · 103 completers in earnings cohortPASS +109K
- Computer and Information Sciences GeneralBachelor · 277 completers in earnings cohortPASS +103K
- Engineering GeneralBachelor · 114 completers in earnings cohortPASS +78K
- Chemical EngineeringBachelor · 124 completers in earnings cohortPASS +67K
- Mechanical EngineeringBachelor · 139 completers in earnings cohortPASS +66K
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 2023-24)
| Pillar | Raw Metric | Score |
|---|---|---|
| Operating Margin | 7.9% | 22 / 25 |
| Pricing Power | $21,617 real net tuition / FTE | 25 / 25 |
| Debt Burden | — | 12 / 25 |
| Liquidity | — | 12 / 25 |
Peer schools
Closest by Fragility Score in FY 2023-24. Financial similarity only — geographic / regional clustering is a separate (future) feature.
Selected raw financials — FY 2023-24
GASB / IPEDS Finance F1A. DSO totals from LLM enrichment of audited financial statements; see /sources for citations.