Dorsey is an unincorporated community located in Itawamba County, Mississippi. Dorsey is approximately 4 miles west of Fulton and approximately 6 miles east of Mooreville near Mississippi Highway 178. A post office operated under the name Dorsey from 1897 to 1971.