The participants were 285 undergraduate students who enrolled in a 200-level statistics course at a large northeastern university. The independent variables of this study were the levels of self-regulated learning skills and the levels of generativity in concept mapping strategies. The levels of SRL skills were divided into high and low, while the levels of generativity in concept mapping were operationalized in three treatments: Expert-generated concept mapping, partially learner-generated concept mapping, and fully learner-generated concept mapping. Dependent variables were knowledge acquisition (factual and conceptual knowledge), and knowledge representation of concept maps (the proposition quality, overall quality, and the quantity of propositions).