A configurational investigation of smartphone use disorder among adolescents in three educational levels

•Used ecological system theory to investigate adolescent smartphone use disorder.•fsQCA is a rising person-centered approach for researching human behaviors.•Smartphone use disorder became more severe as educational level went up.•The core conditions for smartphone use disorder differed across educational levels.