Higher education institutions face tightening risk to federal student aid access under a new accountability metric tied to student earnings, with data release expected starting in 2027 and penalties potentially beginning in 2028. The reporting outlines how some programs may be granted extensions, while student advocates criticize those arrangements. The metric is expected to affect program eligibility and could heighten compliance and outcomes reporting pressures for institutions that enroll large numbers of students in high-cost or variable-outcome fields. Administrators are already planning for how they will interpret earnings results, manage institutional disclosure requirements, and respond to the possibility of consequences for underperforming programs.