Background Little is known about the relationship between changes of family structure for people with severe mental illness (SMI) and treatment status of SMI during a period of sustained rapid socioeconomic development. This study aimed to explore the relationship between changes of family structure and treatment status of people with SMI in a 21-year longitudinal study in a rural area of China.