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<p>Yes, citizenship is usually taken into account in graduate school admissions. Usually (as repeated studies of this issue have shown) international students are at a severe disadvantage as compared to American students when applying to graduate school. The international students have to be the best of the best to get into the same programs that will accept Americans who are simply very good.</p>