Short Hills began as a planned community, when Stewart Hartshorn (who became wealthy from developing, perfecting and manufacturing the self-acting shade roller) purchased 13 acres of land in Millburn Township, near the present Hobart Avenue, Parsonage Hill Road, and Chatham Road.