Officers were called to the Nordstrom Rack on West 22nd Street about 7:30 p.m.
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The victim told police her credit card was being used at the Apple store at the mall.
During the investigation, officers stopped a man and woman in a minivan with no license plate near Route 83 and Hodges Road.
SEE MORE: Family robbed at gunpoint in parking lot outside Oakbrook Center Neiman Marcus, police say
The man took off running, and the woman sped off in the vehicle toward Elmhurst.
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Elmhurst police tried to stop the vehicle, but it was moving too fast, Oak Brook police said.
The man is in now custody.
On Sunday, a family was robbed at gunpoint outside the mall's Neiman Marcus.