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We conducted a systematic review on Cognitive Diagnosis Models (CDM) applied in educational settings. Although CDM has made significant methodological advancements in the past decade, it is still underutilized in practice. The study identifies key trends, challenges, and offers insights for enhancing the practical applications of CDM in education.