Voltage pushes the current; resistance slows it down. See how they balance, and how series and parallel circuits differ.
Current I = V ÷ R =
Ohm's law: current = voltage ÷ resistance (I = V ÷ R). Turn the voltage up and more current flows, so the bulb glows brighter. Turn the resistance up and the current falls.