Police say the suspect stole the victims' purses after approaching them from behind and hitting them in the head with the bat.
Natasha McShane, 23, remained in critical condition Saturday night and 24-year-old Stacy Jurich was in serious condition.
McShane is an exchange student attending graduate school at UIC.