OBBBA Earnings Benchmark: What the Government\'s Proposed Rule Actually Says

On April 20, 2026, the Department of Education published its proposed rule implementing the earnings accountability provisions of the One Big Beautiful Bill Act (OBBBA). The rule runs to hundreds of pages. The centerpiece: a new earnings benchmark that ties Title IV Direct Loan eligibility to measurable graduate outcomes — and a new reporting system called STATS that requires institutions to disclose tuition, financial aid, median earnings, and completion time for every program.

This is not a future concern. The comment period closes May 20, 2026. The three-year measurement cycle begins the moment the rule takes effect. Programs enrolling students today will be evaluated against IRS earnings data from their graduates in 2030. That gives institutions roughly three years to change the outcomes for the students who count.

1. The OBBBA Earnings Benchmark: What It Is and How It Works

The earnings premium measure compares a program's median graduate earnings against a benchmark specific to the program's field of study and the state where graduates work. The benchmark is not national — it varies by state and field, reflecting the reality that a nursing graduate in rural Tennessee faces a very different labor market than a software engineering graduate in California.

For undergraduate programs, the comparison is to workers aged 25–34 who hold only a high school diploma or recognized equivalent and work in the same state in a comparable field. For graduate programs, it is workers with a bachelor's degree in the same field. The Department pulls these figures from IRS W-2 and 1099 data — meaning the benchmark reflects actual wages reported to the tax authority, not self-reported graduate surveys.

The measurement window is four years after program completion. That lag is critical. A program could be on a deteriorating trajectory today and not show up in the regulatory data for years. Schools need their own internal tracking as an early warning system — independent of what the IRS eventually reports to the Department.

Programs that fall below the benchmark in two of three consecutive award years are classified as low-earning outcome programs. That classification is not a warning — it is a trigger for loss of Direct Loan eligibility.

"The Secretary would calculate earnings thresholds for each program using the median earnings of borrowers who received Federal Direct Loans, disaggregated by state and field of study, based on data obtained from the Internal Revenue Service."

Department of Education, Notice of Proposed Rulemaking, Federal Register, April 20, 2026

2. STATS: The New Reporting System

Alongside the earnings benchmark, the proposed rule introduces STATS — the Student Outcome Transparency System. Institutions must report program-level data directly to the Department of Education:

• Tuition and fees per student
• Average financial aid per student
• Median graduate earnings (four years out)
• Median time-to-completion
• Program enrollment and completion rates

This data feeds both the earnings benchmark calculation and the public disclosures on the College Scorecard. Institutions need outcome data infrastructure that can track and report these figures accurately and continuously — not once a year at survey time.

3. Who Is in Scope

Every sector of higher education is covered. The OBBBA earnings benchmark applies to Gainful Employment programs — which includes most career-focused certificates and associate degrees. It also extends to non-GE Title IV-eligible programs, meaning community colleges, workforce development providers, and nonprofit four-year institutions are all subject to the same framework.

4. What Happens When a Program Fails

The consequence chain is direct: two failures in three consecutive award years triggers loss of Direct Loan eligibility for that program. Students can no longer use federal grants or loans to cover tuition.

The institutional stakes go further. Under the administrative capability standards, an institution where at least half of all Title IV recipients and at least half of all Title IV funds are concentrated in low-earning outcome programs fails the standard outright. That triggers provisional certification — a significant regulatory escalation that brings additional reporting requirements, closer Department oversight, and potential limitations on new program approvals.

The proposed rule does offer a narrow path: an orderly closure process for programs not yet formally failed, limited to three years or the program's full-time equivalent duration. But that process requires acting before the second failure is finalized. Internal monitoring must be ongoing and proactive — not retrospective.

5. The Comment Period and Timeline

The comment period is the clearest near-term opportunity for institutions to shape the final rule. Trade associations, institutional groups, and individual schools with specific data about regional labor markets or particular program types should be submitting formal comments now. The deadline is May 20, 2026.

The first cohort of students who will be evaluated under the new framework are already enrolled. A program that graduates its first measured cohort in 2029 will be evaluated against IRS data that reflects 2029 earnings. The three-year runway between now and that first measurement point is the window to build the outcome tracking infrastructure that changes those numbers.

6. What Your Institution Should Do Now

Three things deserve immediate attention:

1. 1
   Audit programs against projected thresholds. Use available IRS median earnings data by state and field to model which of your programs are at risk before the Department runs the numbers for you. Identify the margin between your current outcomes and the threshold for each program.
2. 2
   Build continuous career outcome tracking. One annual survey is not sufficient. OBBBA rewards institutions that capture employment and earnings data in real time — and that have it available when the Department comes calling. The schools flying blind will be the ones that get surprised.
3. 3
   Connect career services to compliance planning. The OBBBA earnings benchmark makes career outcome data a regulatory asset — not just an enrollment marketing tool. Career services teams that can generate accurate, real-time outcome data are now a compliance function. That changes the staffing, tooling, and institutional investment that this area deserves.

If you want to evaluate how Prentus helps institutions build the outcome tracking infrastructure that OBBBA now demands — and demonstrates it in a format the College Scorecard and the Department both recognize — we would welcome the conversation.