June 8, 2026

How Gainful Employment Rules Are Reshaping For-Profit Colleges

For-profit colleges enroll about 9% of all American college students. Yet they account for nearly half of all student loan defaults. That gap — between share of enrollment and share of financial wreckage — is exactly what the U.S. Department of Education's gainful employment rule is designed to close, and the for-profit sector is not taking it quietly.

What the Gainful Employment Rule Actually Does

The rule's core mechanic is blunt: if a college program consistently leaves graduates with debt they can't realistically repay, it loses access to federal financial aid. No Pell Grants. No federal student loans. For most career-training programs, that's a business-ending outcome.

The 2023 regulations, finalized on September 27, 2023, establish two concrete tests for any program "providing training for gainful employment in a recognized occupation or profession."

Test one: the debt-to-earnings (D/E) ratio. Annual loan payments cannot exceed 8% of median annual earnings for graduates, or 20% of discretionary earnings. Discretionary earnings are calculated as income above roughly $21,870 in 2023, which is 150% of the federal poverty guideline for a single individual.

Test two: the earnings premium. Graduates must earn more than a typical working adult in their state who holds only a high school diploma. The national average for that threshold sits around $25,000 annually, with variation by state.

Both tests have to pass. Fail either one in two out of three consecutive assessment years and the program loses Title IV eligibility for three years. That's the enforcement mechanism — and it matters because Title IV money is the oxygen most for-profit programs breathe.

The rollout follows a staged timeline:

July 1, 2024: Reporting obligations begin; institutions must start collecting and submitting program outcome data
Early 2025: The Department publishes its first round of official financial outcome rates
2026: Programs that failed metrics in the initial assessment window face first eligibility consequences

One nuance worth noting: this rule doesn't exclusively target for-profits. Nondegree certificate programs at community colleges and public universities are covered too (they train for specific occupations, so they qualify as GE programs). About 400 graduate programs at mixed institution types face new disclosure requirements. But the regulatory exposure is wildly uneven across sectors.

Which Programs Are Actually at Risk

The Department projected that roughly 1,700 programs serving nearly 700,000 students would fail at least one of the two metrics in a single assessment year. Nearly 90% of those students attend for-profit institutions.

Under the earlier Obama-era version of the rule, approximately 98% of failing programs were at for-profits. That number is striking. It suggests the problem isn't career-training programs in general — it's a specific model of delivering them.

Here's how the exposure breaks down across institution types:

Institution Type	Share of Failing Programs	Title IV at Risk?
For-profit colleges	~90–98% of failures	Yes, if failing 2 of 3 years
Public/nonprofit nondegree programs	~2–10% of failures	Yes, same standard
All programs (transparency only)	All institutions	Disclosure only, no aid cut

Cosmetology programs are a useful case study. Under the 2014 standards, roughly 32% of cosmetology certificate programs failed or landed in warning status — well above the 24% average across all programs. The American Association of Cosmetology Schools acknowledged in court filings that "many member schools would go under" if required to meet updated standards.

That's not a complaint. That's a confession about the underlying business model.

The rule also surfaces something often hidden by institutional averages: poor performance tends to cluster in specific programs within a school, not spread evenly. A for-profit institution can have decent overall outcomes while two or three of its most-enrolled certificate programs consistently fail the D/E test. Those programs will now be visible — and on the clock.

The Debt Numbers and Who's Carrying Them

The earnings premium threshold is asking whether graduates earn more than high school diploma holders. That is a genuinely low bar. Programs failing to clear it are producing graduates who, financially speaking, would have been better off skipping the program.

The racial equity dimension of who attends these programs is where the data gets harder to ignore. According to EdTrust's analysis of enrollment patterns, majority-Black zip codes are over 75% more likely to have a for-profit college nearby compared to areas with smaller Black populations. Black students are three times more likely to attend a for-profit institution than their non-Black peers.

Black students at for-profit four-year institutions carry an average of $47,259 in debt — versus $39,927 at private nonprofits and $32,669 at public institutions, according to EdTrust's reporting. The gap isn't incidental. The geographic concentration of for-profit colleges in lower-income, majority-Black communities reflects a deliberate market strategy.

For-profit institutions also spend, on average, just 29 cents of every federal dollar received on actual student instruction. The rest flows to marketing, administration, and profit.

Put all of that together — targeted geography, outsized Black and low-income enrollment, minimal instructional investment, elevated defaults — and the gainful employment rule looks less like a regulatory burden on legitimate businesses and more like a floor that should have existed decades ago.

The Industry Pushback — and Why It Falls Short

Career Education Colleges and Universities (CECU), the sector's main trade group, opposed the 2023 rule from the start. Its president, Jason Altmire, called it a "partisan rule" and accused the Department of putting "its thumb on the scale to circumvent established procedures."

The sector's core argument centers on access. These programs serve working adults, veterans, and first-generation students who need flexible, vocational training and can't wait four years for a traditional degree. Restrict the programs, and you restrict their opportunities.

There's something genuine in that concern. When programs close mid-enrollment, students lose progress they can't easily recover — credits often don't transfer, and some find themselves mid-semester with nowhere to go.

But the access argument has a hole in it.

A program that charges $18,000 for a dental assisting certificate and produces graduates earning $27,000 annually isn't providing access to opportunity. It's providing access to debt.

Community colleges offer comparable vocational certificates at a fraction of the cost, with significantly lower default rates. If the for-profit model genuinely served these students better, the outcomes data would reflect it. The D/E ratios would clear the threshold. The earnings numbers would surpass the high school diploma benchmark.

For most of the programs that fail, they don't.

School Closures: What the Track Record Shows

The current rule isn't operating from a blank slate. The Obama-era 2014 version already produced significant institutional disruption before it was rescinded in 2019, and the closures are worth examining for what they reveal.

Regency Beauty Institute shuttered all 79 of its campuses in 2016. Leadership explicitly cited "declining enrollment and the new GE rules" as the primary cause. Marinello Schools of Beauty also closed in 2016 after losing Title IV eligibility following federal fraud findings, displacing approximately 4,000 students mid-program.

The collapse of Corinthian Colleges, ITT Technical Institute, and Education Corporation of America between 2015 and 2018 combined to affect hundreds of thousands of students. Loan discharge liabilities, accreditation loss, and regulatory pressure around gainful employment all contributed.

According to the New American Business Association's May 2025 study, over 1,000 for-profit campuses have closed since 2014, with gainful employment enforcement identified as a primary driver.

The closures did create genuine disruption. But they also removed programs that were generating outsized default rates. The tension isn't between accountability and student welfare — it's between short-term disruption and long-term protection of future students who would otherwise enroll.

The Political Tug-of-War

The rule has a pattern. Obama finalized gainful employment in 2014. Trump rescinded it in 2019. Biden revived and tightened it in 2023. Whether a future administration rolls it back again is an open question (and, given current political trajectories, a real one).

But something is harder to undo this time: mandatory public disclosure of debt-to-earnings data for thousands of programs. Once that information is published, researchers, journalists, and students can act on it regardless of what the enforcement mechanism looks like. Transparency has its own accountability effect, separate from the penalty structure.

The 2023 rule is also stronger than the 2014 version in one meaningful way. It requires programs to pass both the D/E ratio test and the earnings premium test. Under the older framework, a program could technically pass on the debt ratio while producing graduates who earned less than high school diploma holders. That gap is now closed.

What Institutions Should Do Before 2026

For schools with at-risk programs, the window before first eligibility consequences hit in 2026 is the time to act — not to lobby, but to audit.

A practical framework:

Run preliminary D/E calculations now. The Department will publish official metrics, but institutions can estimate their own using IPEDS earnings data and program cost figures. Know your exposure before the government announces it.
Find the cost problem, not just the earnings problem. Programs often fail the D/E test because tuition is inflated relative to outcomes — not because graduates earn nothing. If a certificate can be delivered for $6,000 instead of $14,000, the math changes substantially.
Audit at the program level. A school's strong overall outcomes can mask two or three specific programs that consistently fail. The rule targets programs, not institutions.
Consider voluntary disclosure. Schools that proactively publish outcomes data signal confidence in their results. Schools that wait for mandatory disclosure invite skepticism.
Document regional labor market context. Some programs serve local markets with structurally lower wages. That context matters for appeals and for framing discussions with accreditors and state regulators.

The institutions most exposed under this rule are those that built their model on federal aid volume without building genuine graduate outcomes. The gainful employment rule isn't moving the goalposts — it's finally installing them.

Bottom Line

The 2023 gainful employment rule hits for-profit colleges disproportionately hard: nearly 90% of the students in projected-failing programs attend for-profit institutions, reflecting structural outcome problems concentrated in that sector.
The two-test framework (D/E ratio plus earnings premium) is stricter than the 2014 version and closes a previous loophole that let programs pass on one metric while producing graduates who earned less than high school diploma holders.
My honest read: the industry's access argument is legitimate as a concern about transition disruption, but it doesn't justify leaving obviously failing programs in place. Programs that can't produce graduates who out-earn a high school diploma after charging tens of thousands in tuition are not providing access — they're extracting it.
Institutions should run self-assessments now, audit programs individually, and treat voluntary disclosure as a strategic advantage rather than a threat. The 2026 deadline is real.

Frequently Asked Questions

Does the gainful employment rule only apply to for-profit colleges?

No, though for-profits bear the overwhelming majority of the impact. The rule covers any program "providing training for gainful employment in a recognized occupation or profession" — which includes nondegree certificate programs at community colleges and public universities, plus certain graduate programs across institution types. In practice, about 98% of programs that failed under earlier GE standards were at for-profit institutions, which is why the rule functions as a de facto for-profit accountability measure even though its scope is broader.

What happens to students currently enrolled when a program loses Title IV eligibility?

Students already enrolled when a program loses eligibility can generally continue receiving federal aid to complete their program — they're not cut off mid-course. But new students can't use federal grants or loans to enroll. In practice, most at-risk programs begin seeing enrollment decline well before official ineligibility hits, because the Department's disclosure requirements require schools to warn prospective students that a program is in failing status. That warning requirement alone can significantly undercut enrollment.

Myth vs. reality: Will the gainful employment rule eliminate options for working adults and veterans?

The industry argues that removing failing for-profit programs will strand working adults who have no other options. The reality is more complicated. Community colleges and public vocational programs offer many of the same certificates at significantly lower tuition and with lower default rates — they're just less aggressively marketed to non-traditional students. The gap isn't option availability; it's marketing spend and geographic presence. Closing a for-profit cosmetology program in a city that also has a community college cosmetology program doesn't eliminate access — it redirects it to a lower-cost alternative.

How does the earnings premium test actually get calculated?

The Department compares the median earnings of a program's graduates (drawn from federal earnings data) to the median earnings of working adults aged 25–34 in the same state who hold only a high school diploma. If fewer than half the program's graduates earn above that state benchmark, the program fails the earnings premium test. State benchmarks vary, but the national average for the high school diploma threshold sits around $25,000 annually. Programs in higher-wage states face a proportionally higher bar.

What should students check before enrolling in a for-profit program?

Starting in 2024, institutions with GE programs must disclose program cost, typical loan amounts, median earnings of graduates, and — if applicable — a program's failing or warning status. Before enrolling, students should ask for the program's debt-to-earnings rate specifically, compare total program cost to the entry-level salary range for the target occupation, and check whether a community college or public institution offers comparable training at lower tuition. A program costing $15,000 that produces graduates earning $30,000 annually means 20–25% of gross income goes to loan payments from day one — which is financially unsustainable for most households.

Can a school appeal if its program fails the GE metrics?

Yes. The Department's framework includes an appeals process that allows institutions to challenge the underlying data or present context about regional labor market conditions. A school might argue, for example, that the state earnings benchmark doesn't reflect local wages in a specific metro area, or that a data error inflated the reported debt figures. Appeals don't automatically extend eligibility, but they can delay consequences while the challenge is reviewed. Institutions with programs near the threshold — not clearly passing, not catastrophically failing — may have the most to gain from a well-documented appeal.