In a transaction requested by his old manager Dick Williams despite the objections of team owner Charlie Finley, Andrews signed with the Oakland Athletics on July 31, 1973. A part of the ballclub's postseason roster, he appeared in two games of the American League Championship Series, entering both as a pinch hitter.