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Adaptive learning or personalized instruction continues to be a popular trend in educational technology. In this session we will present a review of the literature on the usage of adaptive learning systems in K-12 math education. In terms of improving math achievement, the research is mixed on the whether or not adaptive learning systems have a significant positive impact. However, I will present my findings on why the literature may not be telling the whole story.