But you could undo the "collateral delivery" requirement and increase the rate. If it is not to be considered as a potential factor, I feel they should not even give it as a choice.
They are asking what is most likely to increase the rate. The collateral is delivered so that wouldnt increse the rate. The term of the repo is two months which is much longer than a normal contract (usually overnight).....hence requires a higher rate.