For decades, nearly any college degree program was subsidized by federal tax dollars with little regard for results. Poor student outcomes—sometimes leaving graduates financially worse off than if they had never enrolled—rarely affected eligibility for taxpayer-backed aid. That is now being upended.

On January 9, the U.S. Department of Education announced consensus on a new accountability framework developed by its Accountability in Higher Education and Access Through Demand-driven Workforce Pell (AHEAD) negotiated rulemaking committee. The rules implement provisions of the Working Families Tax Cuts Act, also known as the “One Big Beautiful Bill,” which President Trump signed into law in July 2025.

The framework rests on a simple principle that programs should not leave students financially worse off. Degree programs whose graduates consistently earn less than the average high-school graduate will lose access to federal Direct Loans if they fail the earnings threshold in two out of any three years. This outcome-based standard applies uniformly across all sectors and credential levels, without regard to institutional type. Programs that account for at least half of an institution’s Title IV aid recipients or federal dollars will also place the institution’s Pell Grant eligibility at risk.

The new approach replaces the prior Gainful Employment regulations’ debt-to-earnings test with a simpler earnings metric. It identifies failing programs with less complexity and administrative burden, creating a stable, transparent, and harder-to-evade system after years of shifting enforcement.

This reform is good news because student loans were never intended to underwrite every academic preference, regardless of economic return. When a program reliably fails to deliver earnings above a high-school diploma, continued public subsidy merely transfers risk from students and institutions to taxpayers. That risk properly belongs with those who choose and offer the program.

Of course, the labor market is an imperfect signal of individual potential or societal need. Exceptional students with rare talents or deep callings may thrive in lower-paying fields, and that has always been true. Public policy, however, cannot be designed around exceptions. Students and institutions should weigh the real costs of low-return choices.

Many universities are likely to respond by closing or shrinking programs. The fine arts, humanities, social sciences, ethnic studies, and gender studies are likely on the chopping block, as graduates in these fields consistently underperform the high-school earnings benchmark. Students pursuing these fields will make more deliberate and sacrificial choices than many do today. This reform does not reduce education to earnings alone. Colleges remain free to teach what they wish, and students remain free to study what they wish. The only question is whether taxpayers should be compelled to finance programs that systematically leave graduates worse off financially.

Lastly, this reform arrives at a challenging moment. By late 2025, the labor market for recent graduates had weakened sharply, with unemployment among young bachelor’s-degree holders exceeding levels seen during the 2008 recession. In this environment, programs that fail to improve graduates’ prospects will face swift exposure.

A degree should improve a graduate’s economic prospects, and taxpayers deserve nothing less.

Follow the National Association of Scholars and Jared Gould on X.