Jay-Z's company, Roc Nation, partnered with a Brooklyn college. Students were thrilled to attend, until they felt the school betrayed them.

Letters of recommendation from teachers, school counselors and other sources can help college admissions officers get a more complete picture of applicants. They give admissions offices a "third ...