The incident at Glasvey Rise, Twinbrook was reported at about 10.50pm that night.
The woman was sitting in her blue Honda Accord when three men climbed into the back. A fourth man opened the driver’s door and forced the woman out of the car before driving off. Police said the woman was not injured but was badly shaken.
Detective Constable Kenny appealed for anyone who witnessed the incident or anyone who saw the Honda car or knew of its whereabouts to contact detectives at Lisburn on the non-emergency number 101 or call Crimestoppers anonymously on 0800 555 111.