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Many institutions are finding that the analysis of data about student behavior allows them to identify at-risk students earlier and offer interventions which improve academic success. Most of the case studies are being done at larger institutions with lower graduation rates than Kenyon, but the possibilities and risks involved in the process are worth keeping an eye on.