Abstract
Peer victimization is a common and pervasive experience in childhood and adolescence and is associated with various maladjustment symptoms, including internalizing, externalizing, and somatic problems. This variety suggests that peer victimization is multifinal where exposure to the same risk leads to different outcomes. However, very little is known about the relative likelihood of each form of maladjustment. We used a latent profile approach to capture multiple possible outcomes and examined prediction by peer victimization. We also examined the role of peer victimization with regard to stability and change in maladjustment. Maladjustment symptoms and peer victimization were assessed from the participants of the large cohort study TRacking Adolescents’ Individual Lives Survey in early and mid-adolescence. Latent profile and latent transition analyses were conducted to examine associations between victimization and maladjustment profile and to test the role of victimization in maladjustment profile transitions. Four maladjustment profiles were identified for early adolescence (Low, Internalizing, Externalizing, Comorbid) and three profiles (Low, Internalizing, Externalizing) were identified for mid-adolescence. Internalizing problems were more likely in victimized adolescents than low symptom levels or externalizing problems. Victimized adolescents were at greater risk to develop internalizing problems between early and mid-adolescence than non-victimized adolescents. Peer victimization is multifinal mostly when outcomes are examined separately. If multiple outcomes are tested simultaneously, internalizing problems seem to be the most likely outcome
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Salmivalli C, Peets K (2009) Bullies, victims, and bully-victim relationships in middle childhood and early adolescence. Handb. Peer Interact. Relatsh. Groups. Guilford Press, New York, pp 322–340
Hawker DS, Boulton MJ (2000) Twenty years’ research on peer victimization and psychosocial maladjustment: a meta-analytic review of cross-sectional studies. J Child Psychol Psychiatry 41:441–455
Zwierzynska K, Wolke D, Lereya TS (2013) Peer victimization in childhood and internalizing problems in adolescence: a prospective longitudinal study. J Abnorm Child Psychol 41:309–323
Jackson CL, Hanson RF, Amstadter AB et al (2012) The longitudinal relation between peer violent victimization and delinquency: results from a national representative sample of U.S. Adolesc J Interpers Violence 28:1596–1616
van Lier PAC, Vitaro F, Barker ED et al (2012) Peer victimization, poor academic achievement, and the link between childhood externalizing and internalizing problems. Child Dev 83:1775–1788
Gini G, Pozzoli T (2009) Association between bullying and psychosomatic problems: a meta-analysis. Pediatrics 123:1059–1065
Hunter SC, Durkin K, Heim D et al (2010) Psychosocial mediators and moderators of the effect of peer-victimization upon depressive symptomatology. J Child Psychol Psychiatry 51:1141–1149
La Greca AM, Harrison HM (2005) Adolescent peer relations, friendships, and romantic relationships: do they predict social anxiety and depression? J Clin Child Adolesc Psychol 34:49–61
Boivin M, Hymel S, Bukowski WM (1995) The roles of social withdrawal, peer rejection, and victimization by peers in predicting loneliness and depressed mood in childhood. Dev Psychopathol 7:765–785
Fisher HL, Moffitt TE, Houts RM et al (2012) Bullying victimisation and risk of self harm in early adolescence: longitudinal cohort study. BMJ 344:e2683
Wolke D, Schreier A, Zanarini MC, Winsper C (2012) Bullied by peers in childhood and borderline personality symptoms at 11 years of age: a prospective study. J Child Psychol Psychiatry 53:846–855
Klomek AB, Marrocco F, Kleinman M et al (2008) Peer victimization, depression, and suicidality in adolescents. Suicide Life Threat Behav 38:166–180
Sullivan TN, Farrell AD, Kliewer W (2006) Peer victimization in early adolescence: association between physical and relational victimization and drug use, aggression, and delinquent behaviors among urban middle school students. Dev Psychopathol 18:119
Perren S, Ettekal I, Ladd G (2013) The impact of peer victimization on later maladjustment: mediating and moderating effects of hostile and self-blaming attributions. J Child Psychol Psychiatry 54:46–55
Rudolph KD, Troop-Gordon W, Granger DA (2010) Peer victimization and aggression: moderation by individual differences in salivary cortisol and alpha-amylase. J Abnorm Child Psychol 38:843–856
Nixon CL, Linkie CA, Coleman PK, Fitch C (2011) Peer relational victimization and somatic complaints during adolescence. J Adolesc Health 49:294–299
Fekkes M, Pijpers FIM, Fredriks AM et al (2006) Do bullied children get ill, or do ill children get bullied? A prospective cohort study on the relationship between bullying and health-related symptoms. Pediatrics 117:1568–1574
Cicchetti D, Rogosch FA (1996) Equifinality and multifinality in developmental psychopathology. Dev Psychopathol 8:597–600
Cicchetti D, Rogosch FA (2002) A developmental psychopathology perspective on adolescence. J Consult Clin Psychol 70:6–20
Bertalanffy LV (1968) General system theory: foundations, development, applications. George Braziller, New York
Schreier A, Wolke D, Thomas K et al (2009) Prospective study of peer victimization in childhood and psychotic symptoms in a nonclinical population at age 12 years. Arch Gen Psychiatry 66:527–536
Barker ED, Arseneault L, Brendgen M et al (2008) Joint development of bullying and victimization in adolescence: relations to delinquency and self-harm. J Am Acad Child Adolesc Psychiatry 47:1030–1038
Hamilton JL, Shapero BG, Stange JP et al (2013) Emotional maltreatment, peer victimization, and depressive versus anxiety symptoms during adolescence: hopelessness as a mediator. J Clin Child Adolesc Psychol 42:332–347
Mrug S, Windle M (2010) Prospective effects of violence exposure across multiple contexts on early adolescents? internalizing and externalizing problems. J Child Psychol Psychiatry 51:953–961
Snyder J, Brooker M, Patrick MR et al (2003) Observed peer victimization during early elementary school: continuity, growth, and relation to risk for child antisocial and depressive behavior. Child Dev 74:1881–1898
Taylor KA, Sullivan TN, Kliewer W (2013) A longitudinal path analysis of peer victimization, threat appraisals to the self, and aggression, anxiety, and depression among urban African American adolescents. J Youth Adolesc 42:178–189
Yeung R, Leadbeater B (2010) Adults make a difference: the protective effects of parent and teacher emotional support on emotional and behavioral problems of peer-victimized adolescents. J Commun Psychol 38:80–98
Hanish LD, Guerra NG (2002) A longitudinal analysis of patterns of adjustment following peer victimization. Dev Psychopathol 14:69–89
Laursen BP, Hoff E (2006) Person-centered and variable-centered approaches to longitudinal data. Merrill Palmer Q 52:377–389
Asparouhov T, Muthén B (2012) Auxiliary variables in mixture modeling: A 3-step approach using Mplus. Mplus Web Notes 15
Magidson J, Vermunt J (2002) Latent class models for clustering: a comparison with K-means. Can J Mark Res 20:36–43
Ormel J, Oldehinkel AJ, Sijtsema J et al (2012) The TRacking adolescents’ individual lives survey (TRAILS): design, current status, and selected findings. J Am Acad Child Adolesc Psychiatry 51:1020–1036
Huisman M, Oldehinkel AJ, Winter AD et al (2008) Cohort profile: the Dutch “TRacking adolescents” individual lives’ survey’; TRAILS. Int J Epidemiol 37:1227–1235
Nederhof E, Jorg F, Raven D et al (2012) Benefits of extensive recruitment effort persist during follow-ups and are consistent across age group and survey method. The TRAILS study. BMC Med Res Methodol 12:93–108
Achenbach TM, Dumenci L, Rescorla LA (2013) DSM-oriented and empirically based approaches to constructing scales from the same item pools. J Clin Child Adolesc Psychol 32:328–340
Achenbach TM, Rescorla LA (2001) Manual for ASEBA School-Age Forms & Profiles. Burlingt, Vt ASEBA
Caspi A, Moffitt TE, Thornton A, Freedman D (1996) The life history calendar: a research and clinical assessment method for collecting retrospective event-history data. Int J Methods Psychiatr Res 6:101–114
Feingold A, Tiberio SS, Capaldi DM (2013) New approaches for examining associations with latent categorical variables: applications to substance abuse and aggression. Psychol Addict Behav 28:257–267
Muthén LK, Muthén BO (1998) Mplus User’s Guide, Seventh Edition
Guyer AE, Choate VR, Pine DS, Nelson EE (2012) Neural circuitry underlying affective response to peer feedback in adolescence. Soc Cogn Affect Neurosci 7:81–92
Moor BG, Güroğlu B, Op de Macks ZA et al (2012) Social exclusion and punishment of excluders: neural correlates and developmental trajectories. NeuroImage 59:708–717
Sebastian C, Viding E, Williams KD, Blakemore S-J (2010) Social brain development and the affective consequences of ostracism in adolescence. Brain Cogn 72:134–145
Sebastian CL, Roiser JP, Tan GCY et al (2010) Effects of age and MAOA genotype on the neural processing of social rejection. Genes Brain Behav 9:628–637
Blakemore S-J, Mills KL (2014) Is adolescence a sensitive period for sociocultural processing? Annu Rev Psychol 65:187–207
Kochenderfer-Ladd B (2003) Identification of aggressive and asocial victims and the stability of their peer victimization. Merrill Palmer Q 49:401–425
Toblin RL, Schwartz D, Hopmeyer GA, Abou-ezzeddine T (2005) Social–cognitive and behavioral attributes of aggressive victims of bullying. J Appl Dev Psychol 26:329–346
Prinstein MJ, Cillessen AH (2003) Forms and functions of adolescent peer aggression associated with high levels of peer status. Merrill-Palmer Q 1982: 310–342
Sijtsema JJ, Veenstra R, Lindenberg S, Salmivalli C (2009) Empirical test of bullies’ status goals: assessing direct goals, aggression, and prestige. Aggress Behav 35:57–67
Leventhal T, Brooks-Gunn J (2000) The neighborhoods they live in: the effects of neighborhood residence on child and adolescent outcomes. Psychol Bull 126:309–337
Fergusson DM, Horwood LJ (2001) The christchurch health and development study: review of findings on child and adolescent mental health. Aust N Z J Psychiatry 35:287–296
Graber JA (2013) Pubertal timing and the development of psychopathology in adolescence and beyond. Horm Behav 64:262–269
Repetti RL, Taylor SE, Seeman TE (2002) Risky families: family social environments and the mental and physical health of offspring. Psychol Bull 128:330
Eaves LJ, Silberg JL, Meyer JM et al (1997) Genetics and developmental psychopathology: 2. The main effects of genes and environment on behavioral problems in the Virginia twin study of adolescent behavioral development. J Child Psychol Psychiatry 38:965–980
Moffitt TE (2005) The new look of behavioral genetics in developmental psychopathology: gene-environment interplay in antisocial behaviors. Psychol Bull 131:533
Silberg J, Pickles A, Rutter M et al (1999) The influence of genetic factors and life stress on depression among adolescent girls. Arch Gen Psychiatry 56:225–232
Card NA, Hodges EV (2008) Peer victimization among schoolchildren: correlations, causes, consequences, and considerations in assessment and intervention. Sch Psychol Q 23:451
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Kretschmer, T., Barker, E.D., Dijkstra, J.K. et al. Multifinality of peer victimization: maladjustment patterns and transitions from early to mid-adolescence. Eur Child Adolesc Psychiatry 24, 1169–1179 (2015). https://doi.org/10.1007/s00787-014-0667-z
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DOI: https://doi.org/10.1007/s00787-014-0667-z