New Report to Modernize the Systems and Language of Credit Recognition

March 2, 2026
  • Learning Mobility
  • Transfer Credit Practices
Learning Evaluation for the 21st Century: Recommendations to Transform Policy and Practice to Meet Changing Needs Final report of the Learning Evaluation and Recognition for the Next Generation (LEARN) Commission

By Autumn Walden, Editor, AACRAO Connect, Content Strategy Manager, AACRAO

As more states and organizations signal a move away from the term "noncredit," a sweeping new report arrives at just the right moment to reframe the conversation entirely.

"This is a good sign," said Quintina Barnett Gallion, AACRAO Associate Executive Director. "This shift in language is an indication of a structural change in thinking. 'Noncredit' defines learning by what it is not. It refuses to accept learning by definition. The LEARN Commission instead uses 'learning evaluation process,' and this emphasizes the evaluation, not the type—the standards applied, not the delivery format, and the institutional responsibility to determine equivalency."

That framing sits at the heart of " Learning Evaluation for the 21st Century: Recommendations to Transform Policy and Practice to Meet Changing Needs," the final report of the Learning Evaluation and Recognition for the Next Generation (LEARN) Commission, produced in partnership by AACRAO and Sova.

Fifteen institutional leaders, accreditors, researchers, and policy advocates spent more than a year deliberating to produce this report. These are people with both the insight and authority to make impactful, actionable recommendations. The AACRAO and Sova partnership is a powerful combination: AACRAO members implement change on the ground, and Sova brings a structural reform lens. Together, they bridge implementation and design. This report is grounded in the lived complexity of campus systems.

Recommendations and Takeaways That Should Concern All of Higher Education

The report includes a glossary and examines four dimensions of credit evaluation: traditional institution-to-institution credit transfer; high school dual enrollment course credit; credit for prior learning; and applications of technology and artificial intelligence to credit evaluation and credential applicability.

Across those four dimensions, the Commission surfaces nine recurring challenges: high variability, manual processes, diffused decision making, unclear faculty roles, few national standards, lack of transparency, underdeveloped data and technology infrastructure, lack of focus on the end goal, and negative impact on learner experience.

Taken together, these findings tell a consistent story: the problem is system rigidity.

What This Means for You

For the general public, the Commission agrees with what many of you have long felt: that learning should count, even when it didn't happen in a traditional classroom. People accumulate knowledge across institutions, employers, military service, online programs, short-term credentials, and apprenticeships. Too often, that knowledge is treated as invisible. The persistent conversation around "credit loss" gets reframed here: the real challenge is whether institutions have consistent, transparent processes for evaluating learning, as opposed to simply counting courses and seat time.

"This is not just about transfer reform," Barnett Gallion noted. "AACRAO resources show we've been talking about that since 1932, if not longer. This is about modernizing how we recognize learning—wherever, and however it happens."

For enrollment leaders, this is your new growth strategy. Institutions that modernize to serve their surrounding communities will thrive. Updating the evaluation process reduces time-to-degree, improves persistence, increases adult learner enrollment, and strengthens workforce partnerships.

For admissions officers and registrars, you are the core of learning mobility. This report elevates the expertise of credit evaluators—the governance structures behind degree applicability, the policy and technology alignment required to make decisions consistent and defensible. No one is looking to lower standards. The goal is to make standards visible, portable, and consistently applied.

For IT and systems providers, you are partners in making this improvement possible. Institutions cannot scale learning recognition if systems cannot ingest structured competency data, if data models treat certain learning as exceptions, or if workflows remain manual and siloed.

What Comes Next

AACRAO has already taken the green papers produced by Dr. Wendy Kilgore for the commissioners and reworked them into a level-setting course so practitioners can move from reading a report to thinking about application in their day-to-day institutional work.

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