Answer
It is due to $\Delta p=F\Delta t $.
Work Step by Step
Impulse is given by
$\Delta p=F\Delta t $
Where pΔp is the impulse and F is the force applied over a time interval Δt.This shows that momentum change depends on either applied force or change of time.For same amount of force it is easy to increase time of contact so "follow-through" is important.