Rose Hill is a city located in Butler County, Kansas. Rose Hill has a 2026 population of 4,290. Rose Hill is currently declining at a rate of -1.02% annually but its population has increased by 2.44% since the most recent census, which recorded a population of 4,188 in 2020.