Keep your Civilians away from any negativity they may hear from neighbouring Regions up to a certain level.
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Also ensure your people are happier with regular State Media published & manually created Propaganda has a higher effectiveness in increasing Morale in your Regions or lowering the Morale greater in an enemy's Region.