Lehigh County Deputy Coroner Rachel Tallarico identified the driver as 19-year-old Vazquez Guzman.
Authorities said the accident happened as Guzman tried to exit Route 22 in Whitehall Township just before 2 a.m.
According to police, Guzman lost control, causing the car to spin several times before crashing into a concrete barrier.
He was pronounced dead at the scene.
Police said the chase started when Guzman refused to stop for a motor vehicle violation.
Pennsylvania State Police are handling the investigation.