She had just got off a bus on the Falls Road at about 19:30 GMT on Friday and had turned into an alleyway that leads to Ardmoulin Avenue when she was attacked by a man.
The robber made off with a sum of money and a mobile phone.
Police have appealed for anyone who witnessed the incident to contact them.
An elderly woman has suffered injuries to her face during a robbery in west Belfast.