Officers responded to a Lindenwold address at 1:30 a.m. Wednesday and were questioning the people involved in the domestic argument when one of the parties, a woman, climbed into a patrol car and drove away, KYW-TV, Philadelphia, reported Wednesday.
Police stopped the stolen cruiser minutes later and the woman arrested.
The woman, whose name was not released, was treated in a hospital for an unspecified reason, police said.
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