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The academic preparation of incoming colleges students has a strong impact on dropout rates, according to a newly released report from the ACT, which is a nonprofit testing organization. The findings show that students have the greatest risk of dropping out if they earn lower scores on college readiness assessments, particularly students with less-educated parents.