Higher education finance and compliance teams are watching a new accountability metric tied to student earnings as it could affect institutions’ eligibility for federal student aid. The reporting says data from the new test on student earnings will be released in 2027 and failing programs could face penalties in 2028. Some programs have reportedly been granted extensions, but advocates argue the approach can still be harmful—potentially prolonging uncertainty for students and institutions during critical planning windows. The development increases the importance of outcomes measurement, career services capacity, and program-level data governance. For institutional leaders, the immediate operational takeaway is to stress-test earnings reporting systems and ensure that program reporting and advising align with how the metric will be interpreted in future determinations.