 He finished third in the league in batting average in 1920.While in the Southern League, he was nicknamed "the man who hits sticks of dynamite".At the conclusion of the 1920 season, Paschal's contract was purchased by the Boston Red Sox, with an option to keep him if he met certain playing expectations.