Universal HBCU Workforce Alignment Model · System 2 · Delaware State University · July 2026

Tap a program. Watch the fan open.

Every Delaware State program in two reads — the federal CIP-SOC map and the validated read. The federal file describes theoretical adjacency; the validated read describes where graduates actually go. The difference is the whole argument, and on this page it moves.

$31,316Delaware earnings benchmark · within $47 of national
§ 668.16(t)Disjunctive trigger · recipient-share prong is live
6,623Fall 2025 enrollment · up 31.7% since 2020
4 → 15Criminology occupational fan · federal vs. validated
BankingNational credit-card center · fraud, AML, compliance hiring
ZeroUndergraduate certificates 2023-24 · clean Workforce Pell territory
United AviateContracted aviation pathway · placement-standard ready
2027First federal calculation · Aug 31 2026 amendment window
Federal file assignment Validated addition Provisional · pending NCES file check Bars show the federal count (navy) inside the validated fan (teal).
How to read this page — the method, in ninety seconds

Every program appears in two reads. The federal map is the exact occupation set the NCES CIP2020–SOC2018 crosswalk assigns to the program's CIP code. The validated read expands it through three sources in combination — the federal assignments as the spine, BLS and O*NET occupational data, and Delaware-region employer demand. The validated read never contradicts the federal map; it adds the destinations the file's direct-relationship rule excludes.

NCES describes its own crosswalk as qualitative and not built from empirical data — in the agency's words, it “is not a record of the occupational outcomes of postsecondary instructional program completers.” That is the entire reason a validated read exists.

Three rules govern every figure. Earnings, where shown, are College Scorecard data at roughly one year after completion — directional floors, never verdicts; the federal accountability measure reads year four against the Delaware $31,316 benchmark. The institutional trigger, 34 CFR § 668.16(t), is disjunctive — the recipient-share prong turns on the largest programs by completions. And federal rows marked provisional await verification against the downloadable NCES file — their status is shown, not assumed.

The recipient-share question — why the largest programs decide it
  • The trigger is disjunctive. Section 668.16(t) fires when more than half of Title IV recipients or more than half of Title IV dollars sit in low-earning programs. The dollar-weighted portfolio is protected by Nursing, Computer Science, Aviation, and Business. The recipient-share prong is the live question.
  • The largest programs by completions are the exposed ones. Liberal Arts (70), Psychology (47), Mass Communication (33), and Social Work (23) post public medians below the benchmark; Criminology (33) clears it by a margin under $1,400. These carry the recipient count.
  • The crosswalk correction moves the closest cases. Criminology's federal map names four occupations; the validated map names fifteen. For a program above the line by under $1,400, the occupations it is measured against are decisive.
  • The threshold: the Delaware benchmark of $31,316 sits within $47 of the national $31,269 (89 FR 107130) — no state-floor cushion.
  • Earnings: public Scorecard one-year cohorts, directional; the Department reads year four on IRS records for Delaware State's own completers. These are initial posture, not settled result.
  • Verification status, July 2026: federal rows provisional pending a direct NCES file pull; the recipient-share arithmetic requires an internal Title IV distribution no public table can supply.

Sources: NCES CIP2020–SOC2018 Crosswalk and Guidelines · O*NET OnLine · BLS OEWS · College Scorecard · IPEDS 2023–24 · 89 FR 107130 · 34 CFR § 668.16(t) · Delaware State University Briefing (Mukherjee, July 2026).

The model behind the method

System 2 of five — and it travels

This explorer is System 2 of the Universal HBCU Workforce Alignment Model — the validated mapping that converts what chairs already know about their graduates into the record the federal framework reads. The method was built inside the strictest federal oversight in higher education, sixty miles from Dover, and it generalizes to any institution's portfolio. The program report · universalhbcuworkforcealignment.org · sue@suemukherjee.com