When McKenney graduated from Brighton High School in 1923, he was invited to the Harvard Club by his principal. There he was presented with a $1,000 scholarship and McKenney, who grew up close to Harvard Stadium and was a former Crimson mascot, accepted without telling his parents. When his mother read about his going to Harvard in the Boston Post, she told him that he must go to a Catholic school or go to work.