Schools Secretary Ed Balls told the BBC's The World This Weekend it was a testing time for the government but the party was united on a positive programme for the future.
Nonetheless, the current DUP leader Peter Robinson will tell his party's conference on Saturday that he sees Northern Ireland's future firmly within the United Kingdom.