Harridge faced some criticism for his involvement in allowing Arnold Johnson, a business associate of New York Yankees owners Dan Topping and Del Webb, to purchase the Philadelphia Athletics and move them to Kansas City rather than allow local owners to purchase the team and keep it in Philadelphia.