Kent State University at Ashtabula
Composite Fragility Score over time
Pillar trajectories
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.
- Teacher Education and Professional Development Specific Levels and MethodsAssociate · 58 completers in earnings cohortFAIL -1K
- Health and Medical Administrative ServicesAssociate · 18 completers in earnings cohortFAIL -2K
- Computer ScienceBachelor · 121 completers in earnings cohortPASS +57K
- Construction ManagementBachelor · 55 completers in earnings cohortPASS +55K
- Computer Systems AnalysisBachelor · 77 completers in earnings cohortPASS +45K
- Registered Nursing Nursing Administration Nursing Research and Clinical NursingBachelor · 699 completers in earnings cohortPASS +43K
- Computer and Information Sciences GeneralBachelor · 78 completers in earnings cohortPASS +42K
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 | -12.7% | 25 / 25 |
| Pricing Power | $6,169 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.