Is resistance dependent on the volume of the conductor?

In a word yes. The resistance is determined by the conductor's electrical resistivity multiplied by the length of the conductor, divided by the cross sectional area (pi*r^2 for round conductors). See the link I posted. It also has hypertext to bring you to common wire gauges and common material coefficients.