Most units have an element associated with them, think of this like a "type" in Pokémon.

If a unit has an elemental advantage against another, it will do an additional +1 DMG when attacking.

Where-as if a unit has an elemental disadvantage against another, it will do -1 DMG when attacking.

Elemental Advantage Matrix