If I play one scenario in expert mode, do I have to play the next scenario using the same mode?

No. The players may, for instance, play one scenario of the campaign using a combination of standard, heroic, and skirmish modes, then play the next scenario of the campaign using simply expert mode. Players can mix and match modes as they see fit between each scenario in a campaign.