Voltage is similar to fluid pressure. The voltage source is like a pump, creating a pressure difference, causing current—the flow of charge. The resistor is like a pipe that reduces pressure and limits flow because of its resistance.
A handy analogy. Think of resistance like a load of gravel in a water pipe. Water flows, but not so plentifully as in an empty pipe.