It is the scattering region that should be longer.
Once the electrode is longer enough to avoid artificial scattering, then there is no reason for doing more to the electrode and it has not influence of the electrode.
When applying a voltage to a system, a voltage ramp is applied such that the potential increases by the voltage drop across the scattering region. However the effective field strength ( the voltage applied divided by the length of the scattering region ) gives an indication of how strong the system is perturbation this is to the system.
Since it is energetic unfavorable situation and hence the electrons in the system will start to move in order to compensate for the applied field.
However in pure metallic systems that charges has high mobility and hence the electrons moves easily around, and it becomes a tricky issues in terms of convergence to determine the exact location of the compensation charge.
Additional notes:
1) Why does making the system longer help in pure metallic systems? If the system is longer the effective field strength is less, and hence less electrons has to move in order to compensate for the voltage, making the system more stable.
2) If the system is a molecular junction or similar, it is quite easy for the system to determine where the charge should be transfered in order to compensate for the voltage ramp. It will move to the interfaces