Rather they transfer energy back and forth to one another, with the resistor dissipating exactly what the voltage source puts into the circuit.
But the average power is not simply current times voltage, as it is in purely resistive circuits.
The self-inductance of the structure will depend on how the current in the inner cylinder tends to be distributed.