Headliners include Jason Mraz, Smokey Robinson and O.A.R., and possibly Chance himself.
The concert will take place at the Huntington Bank Pavilion on Northerly Island on July 21, and will be part of the Special Olympics' five-day anniversary celebration in Chicago.