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In most college impact models, student and institutional characteristics have substantial effects on student learning ( Pascarella however, students attending small, private colleges with liberal arts missions more frequently reported changes in Cognitive Complexity, Knowledge and Academic Skills, and Altruism and Estheticism.
George D. Kuh (Tue,) studied this question.