To accelerate an object will increase its momentum.
Force has dimensions of kg m s-2, so to make this dimensionally equal to momentum in order to subtract them we would need to apply a force for period of time (A = F * T) to give dimensions of kg m s-1 in the same direction to the momentum would cause an acceleration, in the opposite direction would cause a deceleration.