Hi Keith! Though it is recommended to shut off the water supply prior to changing the water filter, it is not required. The water filter housing has a flap that will close when the filter is removed to prevent leaking. However, having the water supply still on may create additional pressure, making it more difficult to remove and replace the filter. ^Jecca