Abstract
Suicide is prevalent among left-behind youth, a group that has yet to be thoroughly explored in terms of the developmental dynamics of their suicide risk and associated factors. This study adopted a person-centered approach to investigate the developmental trajectories of suicide risk among Chinese left-behind adolescents, along with multi-dimensional predictors. A total of 774 left-behind adolescents (Mage = 13.60, 50.1% female) completed three surveys over a year, with six-month intervals. Result of Latent Class Growth Modeling identified three subgroups with distinct developmental trajectories: High Risk-Escalating (7.6% of participants started at the highest levels with a worsening trend), Risk-Holding (21.6% maintained a stable but risk level starting above the critical threshold), and Low Risk-Diminishing (70.8% started low and continued to decrease). Gender (being a female), increased levels of childhood maltreatment, psychological pain, and depression were risk factors for High Risk-Escalating and/or Risk-Holding trajectories, while increased sense of control and regulatory emotional self-efficacy played protective roles. The findings underscore the malignant developmental patterns of suicide risk among left-behind adolescents. The predictive factors play a crucial role in distinguishing and improving these developmental trajectories.