For years, "graduate outcomes" lived mostly in marketing. Strong numbers went on the website and into recruitment brochures; weaker ones were quietly managed. That era is ending.
In the United States, a graduate's earnings after leaving a program have become a federal test that programs must pass to keep access to student loans, which means outcomes are no longer a story institutions tell, but a bar they have to clear.
On June 29, 2026, the U.S. Department of Education published a final rule creating a new earnings-based accountability framework, known as STATS (Student Tuition and Transparency System) and Earnings Accountability.
It replaces the earlier Financial Value Transparency and Gainful Employment regulations and, for the first time, applies a single standard to most programs, undergraduate and graduate, at public, private nonprofit, and for-profit institutions alike.
The core test is straightforward to state.
An undergraduate program's graduates must, on the whole, out-earn a typical worker in the same area who holds only a high school diploma.
Graduate programs are measured against the earnings of typical bachelor's degree holders. The comparison uses graduates' median earnings drawn from IRS-reported income, measured a few years after completion.
The consequences attach to funding.
A program that falls below the earnings bar in two out of three consecutive years can lose eligibility for federal Direct Loans, a serious matter for any program that depends on them.
The timeline is phased: the first earnings calculations under the new rule are expected around July 1, 2027, with the earliest possible loss of eligibility in 2028, and new reporting obligations beginning to land from October 2026 onward.
Why This Reframes Employability Work
The practical effect is a shift in who cares about graduate outcomes and how much.
Employability used to be the concern of the careers team. Under an earnings-linked framework, it becomes a concern of the provost, the CFO, and program directors, because a program's financial standing is now tied to whether its graduates go on to earn well.
That raises the value of anything that credibly improves and evidences, post-graduation earning power. Two things matter here, and they are not the same:
Improving outcomes. Graduates who finish with real work experience tend to move into the workforce faster and more successfully, which supports exactly the earnings measure the rule now tests. Embedded, structured work experience is one of the more reliable levers a program has.
Evidencing outcomes. Separately, institutions increasingly need clean, defensible data on what students actually did and where they went. A program that can show participation, completion, and demonstrated skills, not just anecdotes, is far better positioned, both for compliance and for the recruitment story that still matters.
A Short Checklist for Program Leaders
If you are reviewing how ready your programs are, a few practical questions are worth asking now, while the timeline still allows for action:
- Do you know which of your programs sit closest to the earnings threshold? The rule applies unevenly; some programs carry far more risk than others. Identifying them is step one.
- Can you evidence work experience, not just describe it? "Our students do internships" is a claim. Records of who participated, what they worked on, and what skills they demonstrated is evidence.
- Is employability built into the program, or bolted on at the end? Programs that embed career-relevant experience from early on tend to show stronger employment outcomes than those relying on standalone careers support at the finish.
- Who owns the outcome number? If the answer is still "the careers office alone," the framework has probably outpaced your internal ownership.
None of this requires panic, the phased timeline is deliberate, and the earliest real consequences are still some way off. But the direction is set, and the programs that treat 2026 and 2027 as preparation time will be in a much stronger position than those that wait for the first calculations to land.
Virtual Internships helps universities embed structured work experience into their programs and capture the participation and outcome data that increasingly matters for students, for recruitment, and now for compliance.