Being decisive means that you have the ability to decide.
Decisiveness implies that you are the leader of your own life. It is both a skill you can build and an internal state you can summon when you need it. It certainly does not mean being stubborn, arrogant, or hasty.
On the contrary, decisiveness is simply the ability to decide with speed and clarity. Leadership requires that you are able to make key decisions effectively.
