Latent profile analysis of psychological abuse and neglect and the relationship with depression and anxiety: a multicentre cross-sectional study in western Chinese adolescents

While many studies link psychological abuse and neglect to mental health issues in adolescents, they often overlook the internal heterogeneity of these factors. This study aims to explore the characteristics of psychological abuse and neglect among adolescents in Western China and examine their rela...

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Published inEuropean journal of psychotraumatology Vol. 16; no. 1; p. 2511372
Main Authors Cen, Yu, Shao, Jiarui, Xie, Cailin, Mo, Ping, He, Xingyu, Luo, Jiaming
Format Journal Article
LanguageEnglish
Published United States Taylor & Francis 01.12.2025
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Abstract While many studies link psychological abuse and neglect to mental health issues in adolescents, they often overlook the internal heterogeneity of these factors. This study aims to explore the characteristics of psychological abuse and neglect among adolescents in Western China and examine their relationship with depression and anxiety, providing insights for targeted interventions. A survey was conducted on 18,350 students in Western China using the Child Psychological Abuse and Neglect Scale (CPANS), the Patient Health Questionnaire Depression Scale (PHQ-9), and the Generalized Anxiety Disorder Scale (GAD-7). Latent profile analysis was used to classify the characteristics of adolescent psychological abuse and neglect. Chi-square tests and variance analysis were employed to explore demographic differences among different characteristic groups. Additionally, the BCH method was used to compare whether differences in depression and anxiety existed across each profile. Latent profile analysis revealed three categories for psychological abuse ('no abuse,' 'at risk,' 'abuse') and neglect ('no neglect,' 'at risk,' 'neglect'). Older adolescents, females, those experiencing parental absence, and those from broken homes were more likely to be in the 'abuse'/'neglect' categories. Adolescents in these groups had higher levels of depression and anxiety compared to those in the 'at risk' groups. Additionally, those in the 'at risk' groups exhibited higher levels of depression and anxiety than those in the 'no abuse'/'no neglect' categories. The characteristics of psychological abuse and neglect can predict depression and anxiety levels. These findings highlight the value of latent profile analysis in understanding the complex relationship between psychological abuse, neglect, and mental health issues in adolescents.
AbstractList Background: While many studies link psychological abuse and neglect to mental health issues in adolescents, they often overlook the internal heterogeneity of these factors. This study aims to explore the characteristics of psychological abuse and neglect among adolescents in Western China and examine their relationship with depression and anxiety, providing insights for targeted interventions. Methods: A survey was conducted on 18,350 students in Western China using the Child Psychological Abuse and Neglect Scale (CPANS), the Patient Health Questionnaire Depression Scale (PHQ-9), and the Generalized Anxiety Disorder Scale (GAD-7). Latent profile analysis was used to classify the characteristics of adolescent psychological abuse and neglect. Chi-square tests and variance analysis were employed to explore demographic differences among different characteristic groups. Additionally, the BCH method was used to compare whether differences in depression and anxiety existed across each profile. Results: Latent profile analysis revealed three categories for psychological abuse (‘no abuse,’ ‘at risk,’ ‘abuse’) and neglect (‘no neglect,’ ‘at risk,’ ‘neglect’). Older adolescents, females, those experiencing parental absence, and those from broken homes were more likely to be in the ‘abuse’/‘neglect’ categories. Adolescents in these groups had higher levels of depression and anxiety compared to those in the ‘at risk’ groups. Additionally, those in the ‘at risk’ groups exhibited higher levels of depression and anxiety than those in the ‘no abuse’/‘no neglect’ categories. Conclusion: The characteristics of psychological abuse and neglect can predict depression and anxiety levels. These findings highlight the value of latent profile analysis in understanding the complex relationship between psychological abuse, neglect, and mental health issues in adolescents. This large-sample, multi-centre study is the first to analyse psychological abuse and neglect in adolescents from western China using an individual-centred approach. Latent profile analysis identified three distinct characteristics of psychological abuse/neglect and their predictive factors for depression and anxiety. The findings offer a theoretical foundation for interventions targeting adolescents experiencing psychological abuse/neglect.
While many studies link psychological abuse and neglect to mental health issues in adolescents, they often overlook the internal heterogeneity of these factors. This study aims to explore the characteristics of psychological abuse and neglect among adolescents in Western China and examine their relationship with depression and anxiety, providing insights for targeted interventions. A survey was conducted on 18,350 students in Western China using the Child Psychological Abuse and Neglect Scale (CPANS), the Patient Health Questionnaire Depression Scale (PHQ-9), and the Generalized Anxiety Disorder Scale (GAD-7). Latent profile analysis was used to classify the characteristics of adolescent psychological abuse and neglect. Chi-square tests and variance analysis were employed to explore demographic differences among different characteristic groups. Additionally, the BCH method was used to compare whether differences in depression and anxiety existed across each profile. Latent profile analysis revealed three categories for psychological abuse ('no abuse,' 'at risk,' 'abuse') and neglect ('no neglect,' 'at risk,' 'neglect'). Older adolescents, females, those experiencing parental absence, and those from broken homes were more likely to be in the 'abuse'/'neglect' categories. Adolescents in these groups had higher levels of depression and anxiety compared to those in the 'at risk' groups. Additionally, those in the 'at risk' groups exhibited higher levels of depression and anxiety than those in the 'no abuse'/'no neglect' categories. The characteristics of psychological abuse and neglect can predict depression and anxiety levels. These findings highlight the value of latent profile analysis in understanding the complex relationship between psychological abuse, neglect, and mental health issues in adolescents.
Background: While many studies link psychological abuse and neglect to mental health issues in adolescents, they often overlook the internal heterogeneity of these factors. This study aims to explore the characteristics of psychological abuse and neglect among adolescents in Western China and examine their relationship with depression and anxiety, providing insights for targeted interventions.Methods: A survey was conducted on 18,350 students in Western China using the Child Psychological Abuse and Neglect Scale (CPANS), the Patient Health Questionnaire Depression Scale (PHQ-9), and the Generalized Anxiety Disorder Scale (GAD-7). Latent profile analysis was used to classify the characteristics of adolescent psychological abuse and neglect. Chi-square tests and variance analysis were employed to explore demographic differences among different characteristic groups. Additionally, the BCH method was used to compare whether differences in depression and anxiety existed across each profile.Results: Latent profile analysis revealed three categories for psychological abuse (‘no abuse,’ ‘at risk,’ ‘abuse’) and neglect (‘no neglect,’ ‘at risk,’ ‘neglect’). Older adolescents, females, those experiencing parental absence, and those from broken homes were more likely to be in the ‘abuse’/‘neglect’ categories. Adolescents in these groups had higher levels of depression and anxiety compared to those in the ‘at risk’ groups. Additionally, those in the ‘at risk’ groups exhibited higher levels of depression and anxiety than those in the ‘no abuse’/‘no neglect’ categories.Conclusion: The characteristics of psychological abuse and neglect can predict depression and anxiety levels. These findings highlight the value of latent profile analysis in understanding the complex relationship between psychological abuse, neglect, and mental health issues in adolescents.
Background: While many studies link psychological abuse and neglect to mental health issues in adolescents, they often overlook the internal heterogeneity of these factors. This study aims to explore the characteristics of psychological abuse and neglect among adolescents in Western China and examine their relationship with depression and anxiety, providing insights for targeted interventions.Methods: A survey was conducted on 18,350 students in Western China using the Child Psychological Abuse and Neglect Scale (CPANS), the Patient Health Questionnaire Depression Scale (PHQ-9), and the Generalized Anxiety Disorder Scale (GAD-7). Latent profile analysis was used to classify the characteristics of adolescent psychological abuse and neglect. Chi-square tests and variance analysis were employed to explore demographic differences among different characteristic groups. Additionally, the BCH method was used to compare whether differences in depression and anxiety existed across each profile.Results: Latent profile analysis revealed three categories for psychological abuse ('no abuse,' 'at risk,' 'abuse') and neglect ('no neglect,' 'at risk,' 'neglect'). Older adolescents, females, those experiencing parental absence, and those from broken homes were more likely to be in the 'abuse'/'neglect' categories. Adolescents in these groups had higher levels of depression and anxiety compared to those in the 'at risk' groups. Additionally, those in the 'at risk' groups exhibited higher levels of depression and anxiety than those in the 'no abuse'/'no neglect' categories.Conclusion: The characteristics of psychological abuse and neglect can predict depression and anxiety levels. These findings highlight the value of latent profile analysis in understanding the complex relationship between psychological abuse, neglect, and mental health issues in adolescents.Background: While many studies link psychological abuse and neglect to mental health issues in adolescents, they often overlook the internal heterogeneity of these factors. This study aims to explore the characteristics of psychological abuse and neglect among adolescents in Western China and examine their relationship with depression and anxiety, providing insights for targeted interventions.Methods: A survey was conducted on 18,350 students in Western China using the Child Psychological Abuse and Neglect Scale (CPANS), the Patient Health Questionnaire Depression Scale (PHQ-9), and the Generalized Anxiety Disorder Scale (GAD-7). Latent profile analysis was used to classify the characteristics of adolescent psychological abuse and neglect. Chi-square tests and variance analysis were employed to explore demographic differences among different characteristic groups. Additionally, the BCH method was used to compare whether differences in depression and anxiety existed across each profile.Results: Latent profile analysis revealed three categories for psychological abuse ('no abuse,' 'at risk,' 'abuse') and neglect ('no neglect,' 'at risk,' 'neglect'). Older adolescents, females, those experiencing parental absence, and those from broken homes were more likely to be in the 'abuse'/'neglect' categories. Adolescents in these groups had higher levels of depression and anxiety compared to those in the 'at risk' groups. Additionally, those in the 'at risk' groups exhibited higher levels of depression and anxiety than those in the 'no abuse'/'no neglect' categories.Conclusion: The characteristics of psychological abuse and neglect can predict depression and anxiety levels. These findings highlight the value of latent profile analysis in understanding the complex relationship between psychological abuse, neglect, and mental health issues in adolescents.
Author Cen, Yu
Xie, Cailin
Luo, Jiaming
Shao, Jiarui
Mo, Ping
He, Xingyu
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Issue 1
Keywords Abuso psicológico
análisis de perfiles latentes
anxiety
negligencia
latent profile analysis
ansiedad
Psychological abuse
depresión
depression
neglect
Language English
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Snippet While many studies link psychological abuse and neglect to mental health issues in adolescents, they often overlook the internal heterogeneity of these...
Background: While many studies link psychological abuse and neglect to mental health issues in adolescents, they often overlook the internal heterogeneity of...
Background: While many studies link psychological abuse and neglect to mental health issues in adolescents, they often overlook the internal heterogeneity of...
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StartPage 2511372
SubjectTerms Abuso psicológico
Adolescent
anxiety
Anxiety - epidemiology
Child
Child Abuse - psychology
Child Abuse - statistics & numerical data
China - epidemiology
Clinical
Cross-Sectional Studies
depression
Depression - epidemiology
East Asian People
Emotional Abuse - psychology
Emotional Abuse - statistics & numerical data
Female
Humans
latent profile analysis
Male
neglect
Psychological abuse
Surveys and Questionnaires
Title Latent profile analysis of psychological abuse and neglect and the relationship with depression and anxiety: a multicentre cross-sectional study in western Chinese adolescents
URI https://www.ncbi.nlm.nih.gov/pubmed/40525415
https://www.proquest.com/docview/3219325802
https://pubmed.ncbi.nlm.nih.gov/PMC12175180
https://doaj.org/article/62e24bfcf8c84d5e870746d4a062fa5a
Volume 16
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