Momentum is mass x velocity
Change in momentum is thus usually a change in velocity (unless the object is falling apart i guess).
Change in velocity over time is acceleration
Force is mass x acceleration
So (assuming constant mass) the rate you change momentum depends on the rate you change velocity, which is acceleration. acceleration depends on force
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