Sebrena Clough, 38, was last spotted in Woodside, Telford, at around 11.40am yesterday.
In an appeal, West Mercia Police described her as average height and medium build with brown hair. She is said to be wearing a green Parka coat, grey jeans and white trainers.
In its appeal, the force said: "If you see Sebrena please ring 999. If you have any information that may help us locate her please ring 101, reference 00317i of 17 March."