The Magic Bed-knob by Mary Norton

When Miss Price falls off her broomstick, Carey, Charles and Paul discover that she's learning to be a witch. They promise not to give away her secret and in return she puts a spell on a brass bed-knob and the children suddenly find their old-fashioned bed will fly them anywhere.