Conceptual analysis demonstrates scalable frameworks for outcome-based continuing education in nursing, indicating that accreditation complexity reflects maturing professional ecosystems.
The American Nurses Credentialing Center Outcome-Based Continuing Education Model™ (ANCC OB-CE Model™) shifts nursing professional development from attendance to demonstrated learning and outcomes. Although scaling credible evidence of professional growth, practice change, and impact is more complex than scaling participation, complexity is not a structural ceiling. Rather, it reflects a maturing accreditation ecosystem capable of broader adoption. This column reframes scale and the ANCC OB-CE Model™.
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Graebe et al. (2026) studied this question.
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