I understand notional value. But why in trading a futures contract should it have any bearing on a futures contract trade, assuming we are not holding to expiration of said contract?
Because the notional value of a contract is a component in figuring out the the size of the trade (or equivalently the effective leverage). It can be shown mathematically that any profitable system becomes unprofitable if you go beyond certain leverage.