(Not to be confused with Jo-Ann Stores.) Joanne's Bed and Back is a retailer of specialty beds, mattresses, and chairs in the Mid-Atlantic region of the United States. The chain, which is based in Beltsville, Maryland, primarily has stores in the U.S. states of Maryland and Virginia. The company also had locations in New York in the past, when two stores opened in Manhattan during the 1990s. The chain markets to those with back problems who are looking for furniture to meet their special needs.