The robbery took place in New York City on January 20 around 10.45pm
The suspect took off after striking the shop worker in the head with a rock
The victim was taken to a medical center in stable condition with a concussion
The suspect, who has not been identified, may also be responsible for a series of other robberies that have taken place in Manhattan over the past few weeks