Subtypes, severity, and structural stability of peer victimization: what does latent class analysis say?

This study uses latent class analysis (LCA) to empirically identify victimization groups during middle school. Approximately 2,000 urban, public middle school students (mean age in sixth grade = 11.57) reported on their peer victimization during the Fall and Spring semesters of their sixth, seventh, and eighth grades. Independent LCA analyses at each semester yielded 3 victim classes based on victimization degree rather than type (e.g., physical vs. relational). The most victimized class always represented the smallest proportion of the sample, decreasing from 20% in sixth grade to 6% by the end of eighth grade. This victimized class also always reported feeling less safe at school concurrently and more depressed than others 1 semester later, illustrating the validity of the LCA approach.

[1]  Sandra Graham,et al.  Bullying among young adolescents: the strong, the weak, and the troubled. , 2003, Pediatrics.

[2]  H. Bozdogan Model selection and Akaike's Information Criterion (AIC): The general theory and its analytical extensions , 1987 .

[3]  Chih-Chien Yang,et al.  Evaluating latent class analysis models in qualitative phenotype identification , 2006, Comput. Stat. Data Anal..

[4]  S. Graham,et al.  Peer harassment, psychological adjustment, and school functioning in early adolescence. , 2000 .

[5]  H. Akaike Factor analysis and AIC , 1987 .

[6]  Bengt Muthén,et al.  Should substance use disorders be considered as categorical or dimensional? , 2006, Addiction.

[7]  S. Graham,et al.  Early Puberty, Peer Victimization, and Internalizing Symptoms in Ethnic Minority Adolescents , 2005 .

[8]  Ramani S. Pilla,et al.  Bullying Behaviors Among US Youth: Prevalence and Association With Psychosocial Adjustment , 2001 .

[9]  Susan K. Egan,et al.  Does low self-regard invite victimization? , 1998, Developmental psychology.

[10]  S. Sclove Application of model-selection criteria to some problems in multivariate analysis , 1987 .

[11]  S. Joseph,et al.  Development of the multidimensional peer-victimization scale , 2000 .

[12]  A. McCutcheon,et al.  Latent Class Analysis , 2021, Encyclopedia of Autism Spectrum Disorders.

[13]  B. Muthén,et al.  Deciding on the Number of Classes in Latent Class Analysis and Growth Mixture Modeling: A Monte Carlo Simulation Study , 2007 .

[14]  Sandra Graham,et al.  Peer harassment in school : the plight of the vulnerable and victimized , 2001 .

[15]  Tihomir Asparouhov,et al.  Item response mixture modeling: application to tobacco dependence criteria. , 2006, Addictive behaviors.

[16]  D. Olweus,et al.  Prevalence estimation of school bullying with the Olweus Bully Victim Questionnaire , 2003 .

[17]  Kung-Jong Lui,et al.  Confidence Intervals of the Attributable Risk under Cross-Sectional Sampling with Confounders , 2001 .

[18]  D. Olweus,et al.  Bullying at school : what we know and what we can do / Dan Olweus , 1993 .

[19]  Geoffrey J. McLachlan,et al.  Finite Mixture Models , 2019, Annual Review of Statistics and Its Application.

[20]  Adrienne Nishina,et al.  Ethnic Diversity and Perceptions of Safety in Urban Middle Schools , 2006, Psychological science.

[21]  D. G. Perry,et al.  Victims of Peer Aggression. , 1988 .

[22]  G. Schwarz Estimating the Dimension of a Model , 1978 .

[23]  Eric A. Storch,et al.  Peer Victimization and Social-Psychological Adjustment in Hispanic and African-American Children , 2003 .

[24]  Sandra Graham,et al.  Peer Victimization, Aggression, and Their Co-Occurrence in Middle School: Pathways to Adjustment Problems , 2006, Journal of abnormal child psychology.

[25]  E V Hodges,et al.  Personal and interpersonal antecedents and consequences of victimization by peers. , 1999, Journal of personality and social psychology.

[26]  Todd D. Little,et al.  Disentangling the “whys” from the “whats” of aggressive behaviour , 2003 .

[27]  Michel Boivin,et al.  The roles of social withdrawal, peer rejection, and victimization by peers in predicting loneliness and depressed mood in childhood , 1995, Development and Psychopathology.

[28]  Craig K. Enders,et al.  The Relative Performance of Full Information Maximum Likelihood Estimation for Missing Data in Structural Equation Models , 2001 .

[29]  J. Juvonen,et al.  Daily reports of witnessing and experiencing peer harassment in middle school. , 2005, Child development.

[30]  D. Magnusson,et al.  Developmental Science: Developmental Science: Toward a Unified Framework , 1996 .

[31]  D. Rubin,et al.  Testing the number of components in a normal mixture , 2001 .

[32]  Peter K. Smith,et al.  Definitions of bullying: a comparison of terms used, and age and gender differences, in a fourteen-country international comparison. , 2002, Child development.

[33]  G. Ladd,et al.  Identifying victims of peer aggression from early to middle childhood: analysis of cross-informant data for concordance, estimation of relational adjustment, prevalence of victimization, and characteristics of identified victims. , 2002, Psychological assessment.

[34]  Neil Henry Latent structure analysis , 1969 .

[35]  Amy Bellmore,et al.  Reciprocal influences of victimization, perceived social preference, and self-concept in adolescence , 2006 .

[36]  S. Hymel,et al.  Toward a process view of peer rejection and harassment. , 2001 .

[37]  Paul F. Lazarsfeld,et al.  Latent Structure Analysis. , 1969 .

[38]  N. Crick,et al.  Toward a More Comprehensive Understanding of Peer Maltreatment: Studies of Relational Victimization , 2002 .

[39]  Stephen Joseph,et al.  Peer victimization and its relationship to self-concept and depression among schoolgirls , 1994 .

[40]  J. Juvonen,et al.  Sticks and Stones May Break My Bones, but Names Will Make Me Feel Sick: The Psychosocial, Somatic, and Scholastic Consequences of Peer Harassment , 2005, Journal of clinical child and adolescent psychology : the official journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53.

[41]  Sandra Graham,et al.  Beyond the individual: the impact of ethnic context and classroom behavioral norms on victims' adjustment. , 2004, Developmental psychology.

[42]  J. Aber,et al.  The impact of school transitions in early adolescence on the self-system and perceived social context of poor urban youth. , 1994, Child development.

[43]  R. Weinstein,et al.  Urban Adolescents' Exposure to Community Violence: The Role of Support, School Safety, and Social Constraints in a School-Based Sample of Boys and Girls , 2004, Journal of clinical child and adolescent psychology : the official journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53.

[44]  S. Graham,et al.  Self-blame and peer victimization in middle school: an attributional analysis. , 1998, Developmental psychology.

[45]  D. Schwartz Subtypes of Victims and Aggressors in Children's Peer Groups , 2000, Journal of abnormal child psychology.

[46]  M. Underwood,et al.  Gender differences in young adolescents' experiences of peer victimization: Social and physical aggression , 1999 .

[47]  B. Muthén,et al.  Integrating person-centered and variable-centered analyses: growth mixture modeling with latent trajectory classes. , 2000, Alcoholism, clinical and experimental research.

[48]  C. Shakeshaft Peer Harassment in Schools. , 1995 .

[49]  Marion K. Underwood,et al.  Top ten challenges for understanding gender and aggression in children: Why can't we all just get along? , 2001 .

[50]  Peter K. Smith,et al.  What causes the age decline in reports of being bullied at school? Towards a developmental analysis of risks of being bullied , 1999 .

[51]  N. Crick,et al.  Relational and overt forms of peer victimization: a multiinformant approach. , 1998, Journal of consulting and clinical psychology.

[52]  Clifford C. Clogg,et al.  Latent Class Models for Measuring , 1988 .

[53]  Eric M. Anderman,et al.  Victimization and Safety in Schools Serving Early Adolescents , 1997 .

[54]  O. Mayseless,et al.  Parenting Representations: Cambridge Studies in Social and Emotional Development , 2006 .

[55]  S. Coyne,et al.  An Integrated Review of Indirect, Relational, and Social Aggression , 2005, Personality and social psychology review : an official journal of the Society for Personality and Social Psychology, Inc.