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May 7, 2026BMC Psychiatry0 citationsOpen Access

Psychological heterogeneity and transitions of non-suicidal self-injury in adolescents: a two-wave longitudinal cohort study

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LXLi XQXQingqing XiaoYXYan Xiao

Key Points

  • To explore transitions in non-suicidal self-injury among adolescents and the role of psychosocial profiles.
  • Conducted a two-wave longitudinal cohort study among 432 adolescent psychiatric inpatients.
  • Assessed non-suicidal self-injury at baseline and follow-up after three years.
  • Used latent profile analysis to identify psychosocial profiles based on various indicators.
  • NSSI prevalence declined from 22.9% at baseline to 14.1% at follow-up.
  • Identified three psychosocial subgroups with varying NSSI transition patterns.
  • Low household economic status and suicide history predicted current NSSI.

Abstract

Non-suicidal self-injury (NSSI) is common among adolescents and is associated with substantial psychological distress and elevated suicide risk. From an ecological-developmental perspective, adolescent NSSI may arise from interacting influences across individual vulnerabilities, developmental adversity, family relationships, and social resources. However, most previous studies have examined these factors using variable-centered approaches, which may overlook psychosocial heterogeneity within clinical populations. This study aimed to examine three-year transitions in NSSI among psychiatric adolescents and to investigate whether multidomain psychosocial profiles identified at baseline were associated with these transition outcomes. A two-wave longitudinal cohort study was conducted among 432 adolescent psychiatric inpatients (mean age = 14.6 years; 81.3% female) with a three-year follow-up interval. NSSI was assessed at baseline and follow-up, and transitions were categorized as stable no NSSI, new-onset NSSI, remission, or persistence. Latent profile analysis was used to identify psychosocial profiles based on multidomain indicators including emotional symptoms, trauma exposure, stressful life events, psychosocial resources, coping styles, and perceived parenting. Multinomial logistic regression models examined predictors of transition outcomes. NSSI prevalence declined from 22.9% at baseline to 14.1% at follow-up. Transition patterns included stable no NSSI (64.1%), remission (21.8%), new onset (13.0%), and persistence (1.2%). Latent profile analysis identified three psychosocial subgroups: a lower-risk/high-resource profile, an intermediate-risk profile, and a high-stress/low-support profile. Transition distributions differed significantly across profiles, with the lower-risk profile showing the highest remission proportion and the high-stress/low-support profile showing the lowest remission proportion. In multivariable models, low household economic status (RRR = 2.64), personal suicide history (RRR = 2.96), and lower paternal emotional warmth (RRR = 0.52) independently predicted current NSSI, whereas greater childhood trauma (RRR = 0.35) and stressful life events (RRR = 0.68) were associated with lower odds of remission. NSSI among adolescents receiving psychiatric care shows heterogeneous transition patterns and distinct psychosocial profiles. Multidomain psychosocial characteristics, including socioeconomic adversity, prior suicidality, trauma exposure, life stress, and paternal emotional warmth, appear to be important correlates of NSSI transitions. These findings highlight the value of incorporating multidomain psychosocial assessment into clinical risk evaluation and intervention planning. Not applicable.

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Cite This Study

X et al. (2026) studied this question.

synapsesocial.com/papers/69fbef68164b5133a91a350bhttps://doi.org/10.1186/s12888-026-08057-2
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