Incumbent Governor Ernest McFarland decided not to run for reelection .
Incumbent Governor Ernest McFarland instead unsuccessfully challenged U.S. Senator Barry Goldwater in attempt to return to the United States Senate .
Incumbent Governor Ernest McFarland decided not to run for reelection and instead unsuccessfully challenged U.S. Senator Barry Goldwater in attempt to return to the United States Senate .