The crash happened at about 9:15 p.m. on Archer Avenue and Sutphin Boulevard in Jamaica.
According to police, a 38-year-old man traveling in a stolen vehicle jumped a curb and hit the woman, who was pinned under the vehicle.
She was pronounced dead at an area hospital.
Witnesses said the driver fled on foot and ran into a McDonald's down the block.
Police were able to take him into custody and charges are pending.
A police officer suffered minor injuries.
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