Mitchellville is a city located in Polk and Jasper counties in the U.S. state of Iowa. The population was 2,485 at the time of the 2020 census. Mitchellville is part of the Des Moines–West Des Moines Metropolitan Statistical Area. The Iowa Correctional Institution for Women is located in Mitchellville.