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The validity of cognitive diagnosis (CD) depends crucially on the correct specification of the Q-matrix. Data-driven Q-matrix estimation methods have been developed that purportedly are more accurate than curricular experts. An efficient two-step Q-matrix estimation is proposed for use with any CD model.