Does Impending Doom decreases Exploding Palm's DPS?

It does the same damage. You're correct, the 'point' such as it is, is to provide a larger window of time in which to trigger the explosion, which makes it a very effective source of AE damage. 30% of a targets max health can be... substantial, if it's the right target.