The title makes reference to the Big Brothers Big Sisters of America whose mission is to help children reach their potential through mentoring by interested and involved adults. Big Brothers was founded in 1906 by court clerk Ernest Kent Coulter and Big Sisters was operated by the Ladies of Charity both beginning in New York City. They combined in 1977.
Oscar mentions having a nephew, so he must have a brother or sister.