Mansfield is an unincorporated community in Jackson Township, Parke County, in the U.S. state of Indiana. The village was originally named New Dublin by James Kelsey in 1820. Within a couple of years, it was called Dickson's Mills, and then Strain's Mills, before it became known as Mansfield in the 1830s.