Yes it matters, if you exchange by to xrp when NYC is high, you get more xrp.

However, the value of dollar conversation remains the same unless dollar itself changes at the time of transaction. For example, if you're buying a $1,000 worth of xrp with that equivalence in btc, you still get $1,000 worth of coins in xrp but *minus the transaction fee.