 In 1918 he once again lost an election to Berger to the 66th Congress.Even though Berger won the seat Congress refused to let him sit and so the position became vacant.Following the 66th Congress, Stafford was once again elected to the 67th Congress serving from March 4, 1921 to March 3, 1923.