Introduction
For three years, Financial Value Transparency and Gainful Employment (FVT/GE) has been the compliance gravity well that every IR office orbited. The completers list, the debt-to-earnings test, the October 1 deadline (procedural detail in ED's FVT/GE FAQ). That era is ending. The 2026 FVT/GE reporting cycle, opening July 1 and due October 1, 2026, is the final submission before the framework is replaced by the Student Tuition and Transparency System (STATS). The weight of that orbit is measurable: in our interviews with 50+ IR professionals across 19 states, 47.1% named accreditation and compliance pressure as a core resource constraint, and half of institutions run IR offices of one to three people who handle everything from federal reporting to ad-hoc executive requests.
If you are new to how the three terms relate, the STATS vs FVT/GE vs PPD explainer covers the lineage. If you treat 2026 as just another GE cycle, you will miss the more important story. The muscle you have built for FVT/GE only half transfers to what comes next. Here is the honest map.
What carries over to STATS
The good news is that your hardest-won FVT/GE infrastructure is not wasted.
- Program inventory at the 6-digit CIP level. STATS scores programs the same way GE did, by CIP and credential level. Your program crosswalk survives.
- Completer cohorts. STATS, like GE, measures graduates, not enrollees. The cohort-construction logic you already maintain is the same backbone.
- The reporting reflex. Matching students to programs, handling exclusions, reconciling against the Clearinghouse. That operational discipline is exactly what STATS will demand, just against a new metric.
What quietly disappears
Here is where teams get caught. The test itself changes, and with it the intuition you have built about who passes.
- The debt-to-earnings (D/E) ratio is gone. FVT/GE asked whether graduates' debt was affordable relative to earnings. STATS asks a different question entirely.
- The new question is the Earnings Premium. Does a program's completers earn more than a typical high school graduate (for undergraduate programs) or more than a typical bachelor's-degree holder (for graduate programs), measured years after completion in the same state.
- Low-debt no longer means safe. Under GE, a cheap program with modest earnings could pass on affordability. Under STATS, the same program can fail.
Under FVT/GE a cheap program with modest earnings could pass on affordability. Under STATS the same program can fail, because the benchmark is now absolute earnings against a high-school baseline, not debt burden. This is the single most important shift for IR to internalize.
The 2-of-3 mechanism: failure is a pattern, not an event
STATS does not end eligibility on a single bad year. A program loses Direct Loan eligibility after failing the earnings test in two of any three consecutive years. That is a double-edged design. The OBBB-to-Earnings-Premium math walkthrough breaks the 2-of-3 mechanism down with a worked numerical example; the PPD:2026 six-files data-wrangling walkthrough is where the analyst hours actually go when you try to score this for your own programs.
It gives a borderline program a chance to recover. It also means a program flirting with the line needs forward-looking monitoring, not an annual fire drill. One failing year is a warning. Two is a countdown.
Four moves for IR before the first results
File the 2026 FVT/GE cycle cleanly, then mine it
Last submission, first input
It is your last GE submission, but the completers and program data you assemble for October 1 are the exact inputs you will re-point at the Earnings Premium. Don't archive it. Repurpose it.
Re-score your portfolio on the new question
Same data, different test
Take every program and ask the STATS question, not the GE question. Do completers clear the high-school-graduate earnings bar. Programs that comfortably passed D/E can land in the danger zone here.
Flag the asymmetric programs
Where the translation breaks
Short-term credentials, lower-wage workforce fields, and certificate programs that passed on low debt are the ones most likely to flip from pass to fail in the translation. List them before the Department does.
Stand up quarterly, not annual, monitoring
The 2-of-3 window rewards speed
With a 2-of-3 window, the institutions that catch a slipping program after year one have two years to act. The ones who find out from the Department's published results have none.
The deadline behind the deadline
October 1, 2026 is the FVT/GE deadline you can see. Note the calendar: it lands right after September, one of the three peak months (September, January, May) when IR utilization hits 75 to 90 percent of capacity in our whitepaper data. The deadline you cannot negotiate is February 2027, when the Department publishes the first official Earnings Premium results at the 6-digit CIP level, built on cohorts who have already graduated. By the time the public list appears, the underlying outcomes are fixed. The only variable you control is whether you saw it coming. The exposure-map playbook walks through how to see it coming at the program level; the 50% institutional trigger covers the portfolio-level rollup the cabinet will care about. The public-comment analysis shows which final-rule changes are most likely. Clema's STATS AI Agent re-scores your portfolio on the Earnings Premium without a new data pull.
Turn your last GE cycle into your first STATS map
Clema's STATS AI Agent takes the program data you are already assembling for FVT/GE and re-scores it on the Earnings Premium. It tells you, in plain English, which programs flip from pass to fail in the transition, and which ones sit inside the 2-of-3 danger zone. No new data pull. No Excel gymnastics.
Try the STATS AI Agent