Higher-Ed Financial Fragility
Structural fragility signals for 2,469 U.S. private nonprofit and public 4-year colleges, derived from IPEDS data FY 2004-05 through FY 2023-24. Privates use Fitch-style operating-margin bands; publics use Moody’s-aligned bands (lower thresholds reflecting GASB state-appropriation accounting). Two separate models — never blended. How the score works →
+ $167B off-balance-sheet
+ phantom debt (inferred from interest expense) — not yet captured
nominal, not inflation-adjusted
Most fragile · NU top 100
Schools we tag in U.S. News National Universities tiers T10/T11-20/T21-50/T51-100, ranked by FY 2023-24 fragility. Brand power is supposed to be a shield against fragility — schools breaking through deserve the attention.
- 82Colorado School of MinesT51-100 · CO
- 80Yeshiva UniversityT51-100 · NY
- 79George Washington UniversityT51-100 · DC
- 77Drexel UniversityT51-100 · PA
- 74University of California-BerkeleyT11-20 · CA
- 74University of California-RiversideT51-100 · CA
- 74University of California-Santa CruzT51-100 · CA
- 71University of California-DavisT21-50 · CA
- 71University of California-Los AngelesT11-20 · CA
- 71University of California-Santa BarbaraT21-50 · CA
Most fragile · LAC top 100
Same idea for the National Liberal Arts Colleges list (top 100). Fragility climbs as you move down the rank.
- 100Oakwood UniversityT151-200 · AL
- 100Lyon CollegeT151-200 · AR
- 100University of New Hampshire at ManchesterT101-150 · NH
- 100Hartwick CollegeT101-150 · NY
- 100Presbyterian CollegeT101-150 · SC
- 98Simpson CollegeT151-200 · IA
- 94Drew UniversityT51-100 · NJ
- 91Albion CollegeT101-150 · MI
- 91Bard CollegeT51-100 · NY
- 91Saint Michael's CollegeT101-150 · VT
Biggest athlete ratchet
Largest point-change in varsity-athlete share of undergrads from AY 2012-13 to AY 2024-25 (EADA — excludes JV / developmental / club, so actual recruit footprint is often larger). see full list →
- 46University of Fort Lauderdale+86.2 pts(new) · FL
- 86Life University+85.5 pts · GA
- 76University of Health Sciences and Pharmacy in St. Louis+82.0 pts · MO
- 18University of the Southwest+81.6 pts · NM
- 0Virginia University of Lynchburg+78.3 pts(new) · VA
- 100Oakland City University+77.5 pts · IN
- 61Kentucky Christian University+75.7 pts · KY
- 45Central Methodist University-College of Liberal Arts and Sciences+73.2 pts · MO
- 86Emmanuel College+70.7 pts · GA
- 47Mount Marty University+68.6 pts · SD
Private nonprofits
663 institutions · FASB · Fitch-style bands
Top 5 healthiest privates
Public universities
337 institutions · GASB · Moody's-aligned bands