Abstract
Bullying is defined as persistent hostile actions intended to harm the recipient in a power imbalance relationship. While children and adolescents have been identified as either victims, bullies or bully-victims in past research, few studies have identified patterns of more specific forms of bullying and victimization that have not been examined. This study aimed to characterize classes of bullying behaviour and its associations in students aged 9 to 14 years from schools serving socially vulnerable students. The study used secondary self–report data from Chilean school students (n = 5151) aged 9–13 years. Using latent class analysis and ten observed items that report different forms of victimization and bullying, we identified five classes of bullying behaviour. Overall, 54% of the sample was included in a class associated with bullying behaviour, either as a victim, a bully, or a bully-victim. The most prevalent classes were non-involved (46%) and teasing victim (25%). Regarding predictors, emotional symptoms were associated with higher odds of belonging to the bully-victim, victim and victim teasing classes, in contrast to non-involved classes. In contrast, conduct problems were associated with higher odds of belonging to any class other than the non-involved class. Identifying heterogeneous classes of bullying and victimization and specific correlates may allow for tailoring intervention to prevent specific forms of bullying behaviour.
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Data Availability
The data can be requested from the following emails: jgaete@uandes.cl and mecarcamo@uc.cl.
References
Agencia de Calidad de la Educación (2013). Metodología de construcción de grupos socioeconómicos. Pruebas SIMCE 2013https://archivos.agenciaeducacion.cl/Metodologia_de_Construccion_de_Grupos_Socioeconomicos_Simce_2013.pdf
Alckmin-Carvalho, F., Izbicki, S., Fernandes, L. F. B., & da Melo, M. H. S (2014). Strategies and instruments for the identification of bullying in national studies. Avaliação Psicológica, 13(3), 343–350.
APA Dictionary of Psychology. (2023). https://dictionary.apa.org/
Aricak, O. T. (2015). The relationship between mental health and bullying. En bullying among university students (pp. 76–90). Routledge.
Arslan, G., Allen, K. A., & Tanhan, A. (2021). School bullying, mental health, and wellbeing in adolescents: Mediating impact of positive psychological orientations. Child Indicators Research, 14(3), 1007–1026. https://doi.org/10.1007/s12187-020-09780-2
Ashrafi, A., Feng, C. X., Neudorf, C., & Alphonsus, K. B. (2020). Bullying victimization among preadolescents in a community-based sample in Canada: A latent class analysis. BMC Research Notes, 13(1), 138. https://doi.org/10.1186/s13104-020-04989-4
Babarro, I., Andiarena, A., Fano, E., Lertxundi, N., Vrijheid, M., Julvez, J., Barreto, F. B., Fossati, S., & Ibarluzea, J. (2020). Risk and protective factors for bullying at 11 years of age in a Spanish birth cohort study. International Journal of Environmental Research and Public Health, 17(12), 4428. https://doi.org/10.3390/ijerph17124428
Balan, R., Dobrean, A., Balazsi, R., & Cordier, R. (2023). A latent profile analysis of emotional, behavioral, and social problems among victims of bullying. Psychology in the Schools, 60(11), 4563–4575. https://doi.org/10.1002/pits.22998
Balluerka, N., Aliri, J., Goñi-Balentziaga, O., & Gorostiaga, A. (2023). Association between bullying victimization, anxiety and depression in childhood and adolescence: The mediating effect of self-esteem. Revista De Psicodidáctica (English Edition), 28(1), 26–34. https://doi.org/10.1016/j.psicoe.2022.11.001
Bergold, S., Kasper, D., Wendt, H., & Steinmayr, R. (2020). Being bullied at school: The case of high-achieving boys. Social Psychology of Education, 23(2), 315–338. https://doi.org/10.1007/s11218-019-09539-w
Boulton, M. J., & Underwood, K. (1992). Bully/victim problems among middle school children. The British Journal of Educational Psychology, 62(Pt 1), 73–87. https://doi.org/10.1111/j.2044-8279.1992.tb01000.x
Caprara, G. V., Kanacri, B. P. L., Gerbino, M., Zuffianò, A., Alessandri, G., Vecchio, G., Caprara, E., Pastorelli, C., & Bridglall, B. (2014). Positive effects of promoting prosocial behavior in early adolescence: Evidence from a school-based intervention. International Journal of Behavioral Development, 38(4), 386–396. https://doi.org/10.1177/0165025414531464
Carmona-Rojas, M., Ortega-Ruiz, R., & Romera Félix, E. M. (2023). Bullying and cyberbullying, what do they have in common and what not? A latent class analysis. An Psicol, 435–445.
Carrera Fernández, M. V., Fernández, M. L., Castro, Y. R., Garrido, F., J. M., & Otero, M. C. (2013). Bullying in Spanish secondary schools: Gender-based differences. The Spanish Journal of Psychology, 16, E21. https://doi.org/10.1017/sjp.2013.37
Cho, S., & Park, I. (2023). Understanding subtypes of bullying victims using target congruence and lifestyle-routine activities theories: A latent class analysis—Sujung Cho, Insun Park, 2023. Journal of Early Adolescence, 43(4), 418–454.
Chung, J. Y., & Lee, S. (2020). Are bully-victims homogeneous? Latent class analysis on school bullying. Children and Youth Services Review, 112, 104922. https://doi.org/10.1016/j.childyouth.2020.104922
Coelho, V. A., & Romão, A. M. (2018). The relation between social anxiety, social withdrawal and (cyber)bullying roles: A multilevel analysis. Computers in Human Behavior, 86, 218–226. https://doi.org/10.1016/j.chb.2018.04.048
Collins, L., & Lanza, S. (2010). Latent class and latent transition analysis: With applications in the social, behavioral, and health sciences. https://doi.org/10.1002/9780470567333.indsub
Cook, C. R., Williams, K. R., Guerra, N. G., Kim, T. E., & Sadek, S. (2010). Predictors of bullying and victimization in childhood and adolescence: A meta-analytic investigation. School Psychology Quarterly, 25(2), 65–83. https://doi.org/10.1037/a0020149
Corboz, J., Hemat, O., Siddiq, W., & Jewkes, R. (2018). Children’s peer violence perpetration and victimization: Prevalence and associated factors among school children in Afghanistan. Plos One, 13(2), e0192768. https://doi.org/10.1371/journal.pone.0192768
Craig, W., Harel-Fisch, Y., Fogel-Grinvald, H., Dostaler, S., Hetland, J., Simons-Morton, B., Molcho, M., de Mato, M. G., Overpeck, M., Due, P., & Pickett, W. (2009). A cross-national profile of bullying and victimization among adolescents in 40 countries. International Journal of Public Health, 54(Suppl 2), 216–224. https://doi.org/10.1007/s00038-009-5413-9
Cross, D., Lester, L., & Barnes, A. (2015). A longitudinal study of the social and emotional predictors and consequences of cyber and traditional bullying victimisation. International Journal of Public Health, 60(2), 207–217. https://doi.org/10.1007/s00038-015-0655-1
da Silva, J. L., Komatsu, A. V., Zequinão, M. A., Pereira, B. O., Wang, G., & Silva, M. A. I. (2019). Bullying, social skills, peer acceptance, and friendship among students in school transition. Estudos De Psicologia (Campinas), 36, e180060. https://www.redalyc.org/journal/3953/395364257026/html/#B33
Delprato, M., Akyeampong, K., & Dunne, M. (2017). The impact of bullying on students’ learning in Latin America: A matching approach for 15 countries. International Journal of Educational Development, 52, 37–57. https://doi.org/10.1016/j.ijedudev.2016.10.002
Demaray, M. K., Summers, K. H., Jenkins, L. N., & Becker, L. D. (2016). Bullying participant behaviors questionnaire (BPBQ): Establishing a reliable and valid measure. Journal of School Violence, 15(2), 158–188. https://doi.org/10.1080/15388220.2014.964801
Educación, M. (2023). Inicio. Educación Escolar. https://escolar.mineduc.cl/
Eshima Nobuoki (2022). An introduction to latent class analysis (Vol. 14). Spinger.
Espelage, D. L., Van Ryzin, M. J., & Holt, M. K. (2018). Trajectories of bully perpetration across early adolescence: Static risk factors, dynamic covariates, and longitudinal outcomes. Psychology of Violence, 8(2), 141–150. https://doi.org/10.1037/vio0000095
Ettekal, I., & Ladd, G. W. (2017). Developmental continuity and change in physical, verbal, and relational aggression and peer victimization from childhood to adolescence. Developmental Psychology, 53(9), 1709–1721. https://doi.org/10.1037/dev0000357
Ferreira-Junior, V., Valente, J. Y., & Sanchez, Z. M. (2021). Examining associations between race, gender, alcohol use, school performance, and patterns of bullying in the school context: A latent class analysis. Journal of Interpersonal Violence, 0886260521999123. https://doi.org/10.1177/0886260521999123
Fraguas, D., Díaz-Caneja, C. M., Ayora, M., Durán-Cutilla, M., Abregú-Crespo, R., Ezquiaga-Bravo, I., Martín-Babarro, J., & Arango, C. (2021). Assessment of school anti-bullying interventions. JAMA Pediatrics, 175(1), 1–12. https://doi.org/10.1001/jamapediatrics.2020.3541
Francis, J., Strobel, N., Trapp, G., Pearce, N., Vaz, S., Christian, H., Runions, K., Martin, K., & Cross, D. (2022). How does the school built environment impact students’ bullying behaviour? A scoping review. Social Science & Medicine (1982), 314, 115451. https://doi.org/10.1016/j.socscimed.2022.115451
Gaete, J., Montero-Marin, J., Valenzuela, D., Rojas-Barahona, C. A., Olivares, E., & Araya, R. (2018). Mental health among children and adolescents: Construct validity, reliability, and parent-adolescent agreement on the «strengths and difficulties questionnaire» in Chile. PloS One, 13(2), e0191809. https://doi.org/10.1371/journal.pone.0191809
Gaete, J., Valenzuela, D., Godoy, M. I., Rojas-Barahona, C. A., Salmivalli, C., & Araya, R. (2021). Validation of the revised olweus bully/victim questionnaire (OBVQ-R) among adolescents in Chile. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.578661
Gao, T., Mei, S., Zhou, X., Cao, H., Liang, L., Zhou, C., & Meng, X. (2023). Latent classes of bullying perpetration and victimization among adolescents: Associations with problem behaviors. Children and Youth Services Review, 150, 107013. https://doi.org/10.1016/j.childyouth.2023.107013
Gladden, R. M., Vivolo-Kantor, A. M., Hamburger, M. E., & Lumpkin, C. D. (2014). Bullying surveillance among youths: Uniform definitions for public health and recommended data elements. Version 1.0. En Centers for Disease Control and Prevention. Centers for Disease Control and Prevention. https://eric.ed.gov/?id=ED575477
Goodman, R., Meltzer, H., & Bailey, V. (1998). The strengths and difficulties questionnaire: A pilot study on the validity of the self-report version. European Child & Adolescent Psychiatry, 7(3), 125–130. https://doi.org/10.1007/s007870050057
Hagenaars, J. A., & McCutcheon, A. L. (Eds.). (2002). Applied latent class analysis. Cambridge University Press. https://doi.org/10.1017/CBO9780511499531
Hellström, L., & Beckman, L. (2020). Adolescents’ perception of gender differences in bullying. Scandinavian Journal of Psychology, 61(1), 90–96. https://doi.org/10.1111/sjop.12523
Heyder, A., & Kessels, U. (2015). Do teachers equate male and masculine with lower academic engagement? How students’ gender enactment triggers gender stereotypes at school. Social Psychology of Education, 18(3), 467–485. https://doi.org/10.1007/s11218-015-9303-0
Hymel, S., & Swearer, S. M. (2015). Four decades of research on school bullying: An introduction. American Psychologist, 70(4), 293–299. https://doi.org/10.1037/a0038928
Jansen, P. W., Verlinden, M., Dommisse-van Berkel, A., Mieloo, C., van der Ende, J., Veenstra, R., Verhulst, F. C., Jansen, W., & Tiemeier, H. (2012). Prevalence of bullying and victimization among children in early elementary school: Do family and school neighbourhood socioeconomic status matter? BMC Public Health, 12, 494. https://doi.org/10.1186/1471-2458-12-494
Jenkins, L. N., & Nickerson, A. B. (2017). Bullying participant roles and gender as predictors of bystander intervention. Aggressive Behavior, 43(3), 281–290. https://doi.org/10.1002/ab.21688
Jimenez, S. M. (2022). The association among bullying roles, inattention, and hyperactivity [Florida State University]. https://purl.lib.fsu.edu/diginole/FSU_libsubv1_scholarship_submission_1650426390_f4854205
Johansson, S., Myrberg, E., & Toropova, A. (2022). School bullying: Prevalence and variation in and between school systems in TIMSS 2015. Studies in Educational Evaluation, 74, 101178. https://doi.org/10.1016/j.stueduc.2022.101178
Kanacri, B. P. L., & Jiménez-Moya, G. (2017). Good practices on civic engagement in Chile and the role of promoting prosocial behaviors in school settings. En B. García-Cabrero, A. Sandoval-Hernández, E. Treviño-Villareal, S. D. Ferráns, & M. G. P. Martínez (Eds.), Civics and Citizenship: Theoretical Models and Experiences in Latin America (pp. 241–254). SensePublishers. https://doi.org/10.1007/978-94-6351-068-4_11
Kaufman, T. M. L., Kretschmer, T., Huitsing, G., & Veenstra, R. (2018). Why does a universal anti-bullying program not help all children? Explaining persistent victimization during an intervention. Prevention Science: The Official Journal of the Society for Prevention Research, 19(6), 822–832. https://doi.org/10.1007/s11121-018-0906-5
Kelly, E. V., Newton, N. C., Stapinski, L. A., Slade, T., Barrett, E. L., Conrod, P. J., & Teesson, M. (2015). Suicidality, internalizing problems and externalizing problems among adolescent bullies, victims and bully-victims. Preventive Medicine, 73, 100–105. https://doi.org/10.1016/j.ypmed.2015.01.020
Kerr, D. C. R., Gini, G., & Capaldi, D. M. (2017). Young men’s suicidal behavior, depression, crime, and substance use risks linked to childhood teasing. Child Abuse & Neglect, 67, 32–43. https://doi.org/10.1016/j.chiabu.2017.02.026
Kim, I., Lee, H. Y., Hong, J. S., Carney, J. V., & Hazler, R. J. (2023). Profiles of participation in school bullying: Association with student well-being. Journal of Counseling & Development, 101(2), 224–235. https://doi.org/10.1002/jcad.12458
Kljakovic, M., & Hunt, C. (2016). A meta-analysis of predictors of bullying and victimisation in adolescence. Journal of Adolescence, 49, 134–145. https://doi.org/10.1016/j.adolescence.2016.03.002
Kloosterman, P. H., Kelley, E. A., Parker, J. D. A., & Craig, W. M. (2014). Executive functioning as a predictor of peer victimization in adolescents with and without an autism spectrum disorder. Research in Autism Spectrum Disorders, 8(3), 244–254. https://doi.org/10.1016/j.rasd.2013.12.006
Kochenderfer-Ladd, B. (2003). Identification of aggressive and asocial victims and the stability of their peer victimization. Merrill-Palmer Quarterly, 49(4), 401–425. https://doi.org/10.1353/mpq.2003.0022
Lam, S., Law, W., Chan, C. K., Wong, B. P. H., & Zhang, X. (2015). A latent class growth analysis of school bullying and its social context: The self-determination theory perspective. School Psychology Quarterly: The Official Journal of the Division of School Psychology American Psychological Association. https://doi.org/10.1037/spq0000067
Lanza, S. T., Collins, L. M., Lemmon, D. R., & Schafer, J. L. (2007). PROC LCA: A SAS procedure for latent class analysis. Structural Equation Modeling: A Multidisciplinary Journal, 14(4), 671–694. https://doi.org/10.1080/10705510701575602
Lee, S. (2020). Kindergarten teachers’ perspectives on young children’s bullying roles in relation to dominance and peer relationships: A short-term longitudinal approach in South Korea. International Journal of Environmental Research and Public Health, 17(5), 1734. https://doi.org/10.3390/ijerph17051734
Lereya, S. T., Copeland, W. E., Zammit, S., & Wolke, D. (2015). Bully/victims: A longitudinal, population-based cohort study of their mental health. European Child & Adolescent Psychiatry, 24(12), 1461–1471. https://doi.org/10.1007/s00787-015-0705-5
Lie, S. Ø., Rø, Ø., & Bang, L. (2019). Is bullying and teasing associated with eating disorders? A systematic review and meta-analysis. The International Journal of Eating Disorders, 52(5), 497–514. https://doi.org/10.1002/eat.23035
Linzer, D. A., & Lewis, J. B. (2011). poLCA: An R package for polytomous variable latent class analysis. Journal of Statistical Software, 42, 1–29. https://doi.org/10.18637/jss.v042.i10
Liu, J., Guo, S., Weissman, R., & Liu, H. (2021). Investigating factors associated with bullying utilizing latent class analysis among adolescents. School Psychology International, 42(1), 11–32. https://doi.org/10.1177/0143034320967061
McClanahan, M., McCoy, S. M., & Jacobsen, K. H. (2015). Forms of bullying reported by middle-school students in Latin America and the Caribbean. Advances in School Mental Health Promotion, 8(1), 42–54. https://doi.org/10.1080/1754730X.2014.978118
McCutcheon, A. L. (1987). Latent class analysis. SAGE.
Mellado, C., & Mendez-Bustos, P. (2021). Heterogeneidad en El involucramiento en acoso escolar: Un análisis de clases latentes. Revista Electrónica Educare, 25(3). https://doi.org/10.15359/ree.25-3.4
Menesini, E., & Salmivalli, C. (2017). Bullying in schools: The state of knowledge and effective interventions. Psychology Health & Medicine, 22(sup1), 240–253. https://doi.org/10.1080/13548506.2017.1279740
Mishna, F. (2012). The context of bullying: Definition, prevalence, and controversies. En F. Mishna (Ed.), Bullying: A Guide to Research, Intervention, and Prevention (p. 0). Oxford University Press. https://doi.org/10.1093/acprof:oso/9780199795406.003.0008
Mohseny, M., Zamani, Z., Akhondzadeh Basti, S., Sohrabi, M. R., Najafi, A., Zebardast, J., & Tajdini, F. (2019). Bullying and victimization among students bears relationship with gender and emotional and behavioral problems. Iranian Journal of Psychiatry, 14(3), 211–220.
Muthén, B., & Muthén, L. K. (2000). Integrating person-centered and variable-centered analyses: Growth mixture modeling with latent trajectory classes. Alcoholism Clinical and Experimental Research, 24(6), 882–891.
Nylund-Gibson, K., & Choi, A. Y. (2018). Ten frequently asked questions about latent class analysis. Translational Issues in Psychological Science, 4, 440–461. https://doi.org/10.1037/tps0000176
Nylund-Gibson, K., Garber, A. C., Carter, D. B., Chan, M., Arch, D. A. N., Simon, O., Whaling, K., Tartt, E., & Lawrie, S. I. (2022). Ten frequently asked questions about latent transition analysis. Psychological Methods. https://doi.org/10.1037/met0000486
Nylund, K. L., Asparouhov, T., & Muthén, B. O. (2007). Deciding on the number of classes in latent class analysis and growth mixture modeling: A Monte Carlo simulation study. Structural Equation Modeling, 14(4), 535–569. https://doi.org/10.1080/10705510701575396
Obregon-Cuesta, A. I., Mínguez-Mínguez, L. A., León-del-Barco, B., Mendo-Lázaro, S., Fernández-Solana, J., González-Bernal, J. J., & González-Santos, J. (2022). Bullying in adolescents: Differences between gender and school year and relationship with academic performance. International Journal of Environmental Research and Public Health, 19(15), Article 15. https://doi.org/10.3390/ijerph19159301
Olweus, D. (1978). Aggression in the schools: Bullies and whipping boys (pp. xiii, 218). Hemisphere.
Olweus, D. (1991). Bully/victim problems among schoolchildren: Basic facts and effects of a school-based intervention program. Lawrence Erlbaum Associates.
Olweus, D. (1996). The revised Olweus bully/victim questionnaire. University of Bergen, Research Center for Health Promotion.
Olweus, D. (1997). Bully/victim problems in school: Facts and intervention. European Journal of Psychology of Education, 12(4), 495. https://doi.org/10.1007/BF03172807
Olweus, D., & Limber, S. P. (2018). Some problems with cyberbullying research. Current Opinion in Psychology, 19, 139–143. https://doi.org/10.1016/j.copsyc.2017.04.012
Pabayo, R., Benny, C., Veugelers, P. J., Senthilselvan, PhD, A., & Leatherdale, S. T. (2022). Income inequality and bullying victimization and perpetration: Evidence from adolescents in the COMPASS study. Health Education & Behavior, 49(2), 313–322. https://doi.org/10.1177/10901981211071031
Pouwels, J. L., Lansu, T. A. M., & Cillessen, A. H. N. (2016). Participant roles of bullying in adolescence: Status characteristics, social behavior, and assignment criteria. Aggressive Behavior, 42(3), 239–253. https://doi.org/10.1002/ab.21614
Pérez, D. O., & Izquierdo, J. M. A. (2019). Análisis De clases latentes como técnica de identificación de tipologías. Revista INFAD De Psicología International Journal of Developmental and Educational Psychology, 5(1). https://doi.org/10.17060/ijodaep.2019.n1.v5.1641
R Core Team (2022). R: A language and environment for statistical computing [Software].
Reisen, A., Viana, M. C., & Santos-Neto, E. T. D. (2019). Bullying among adolescents: Are the victims also perpetrators? Revista Brasileira De Psiquiatria (Sao Paulo Brazil: 1999), 41(6), 518–529. https://doi.org/10.1590/1516-4446-2018-0246
Rodkin, P. C., Espelage, D. L., & Hanish, L. D. (2015). A relational framework for understanding bullying: Developmental antecedents and outcomes. The American Psychologist, 70(4), 311–321. https://doi.org/10.1037/a0038658
Salmivalli, C. (2010). Bullying and the peer group: A review. Aggression and Violent Behavior, 15(2), 112–120. https://doi.org/10.1016/j.avb.2009.08.007
Salmivalli, C., & Nieminen, E. (2002). Proactive and reactive aggression among school bullies, victims, and bully-victims. Aggressive Behavior, 28(1), 30–44. https://doi.org/10.1002/ab.90004
Schoeler, T., Duncan, L., Cecil, C., Ploubidis, G. B., & Pingault, J. B. (2018). Quasi-experimental evidence on short- and long-term consequences of bullying victimization: A meta-analysis. Psychological Bulletin, 144(12), 1229–1246.
Seo, H. J., Jung, Y. E., Kim, M. D., & Bahk, W. M. (2017). Factors associated with bullying victimization among Korean adolescents. Neuropsychiatric Disease and Treatment, 13, 2429–2435. https://doi.org/10.2147/NDT.S140535
Silva, G. R. R. E., de Lima, M. L. C., Barreira, A. K., & Acioli, R. M. L. (2019). Prevalence and factors associated with bullying: Differences between the roles of bullies and victims of bullying. Jornal De Pediatria. https://doi.org/10.1016/j.jped.2019.09.005
Sinha, P., Calfee, C. S., & Delucchi, K. L. (2021). Practitioner’s guide to latent class analysis: Methodological considerations and common pitfalls. Critical care Medicine, 49(1), e63–e79. https://doi.org/10.1097/CCM.0000000000004710
Skrzypiec, G., Slee, P. T., Askell-Williams, H., & Lawson, M. J. (2012). Associations between types of involvement in bullying, friendships and mental health status. Emotional and Behavioural Difficulties, 17(3–4), 259–272. https://doi.org/10.1080/13632752.2012.704312
Smith, P. K., López-Castro, L., Robinson, S., & Görzig, A. (2019). Consistency of gender differences in bullying in cross-cultural surveys. Aggression and Violent Behavior, 45, 33–40. https://doi.org/10.1016/j.avb.2018.04.006
Solberg, M. E., & Olweus, D. (2003). Prevalence estimation of school bullying with the Olweus Bully/Victim questionnaire. Aggressive Behavior, 29(3), 239–268. https://doi.org/10.1002/ab.10047
Solberg, M. E., Olweus, D., & Endresen, I. M. (2007). Bullies and victims at school: Are they the same pupils? The British Journal of Educational Psychology, 77(Pt 2), 441–464. https://doi.org/10.1348/000709906X105689
Thomas, H. J., Connor, J. P., Lawrence, D. M., Hafekost, J. M., Zubrick, S. R., & Scott, J. G. (2017). Prevalence and correlates of bullying victimisation and perpetration in a nationally representative sample of Australian youth. Australian & New Zealand Journal of Psychiatry, 51(9), 909–920. https://doi.org/10.1177/0004867417707819
United Nations Educational, Scientific and Cultural Organization (2018). Nuevo informe de la UNESCO sobre violencia y acoso escolar (pp. 1–16). http://www.infocop.es/view_article.asp?id=7936
Valenzuela, D., Turunen, T., Gana, S., Rojas-Barahona, C. A., Araya, R., Salmivalli, C., & Gaete, J. (2022). Effectiveness of the KiVa antibullying program with and without the online game in Chile: A three-arm cluster randomized controlled trial. Prevention Science: The Official Journal of the Society for Prevention Research, 23(8), 1470–1482. https://doi.org/10.1007/s11121-022-01379-z
Valera-Pozo, M., Flexas, A., Servera, M., Aguilar-Mediavilla, E., & Adrover-Roig, D. (2021). Long-term profiles of bullying victims and aggressors: A retrospective study. Frontiers in Psychology, 12, https://doi.org/10.3389/fpsyg.2021.631276
Vessey, J. A., Lulloff, A., Hernández, L., Strout, T., & DiFazio, R. (2016). Implicancias del bullying sobre la salud mental de los adolescentes. 27(1), 9–23. https://doi.org/10.7764/HorizEnferm.27.1.9
Wolke, D., Copeland, W. E., Angold, A., & Costello, E. J. (2013). Impact of bullying in childhood on adult health, wealth, crime and social outcomes. Psychological Science, 24(10), 1958–1970. https://doi.org/10.1177/0956797613481608
Wolke, D., & Lereya, S. T. (2015). Long-term effects of bullying. Archives of Disease in Childhood, 100(9), 879–885. https://doi.org/10.1136/archdischild-2014-306667
Yan, T., Kreuter, F., & Tourangeau, R. (2012). Latent class analysis of response inconsistencies across modes of data collection. Social Science Research, 41(5), 1017–1027. https://doi.org/10.1016/j.ssresearch.2012.05.006
Zequinão, M. A., de Medeiros, P., Pereira, B., & Cardoso, F. L. (2016). Bullying escolar: Um fenômeno multifacetado. Educação E Pesquisa, 42(1), 181–198. https://doi.org/10.1590/S1517-9702201603138354
Zych, I., Baldry, A. C., & Farrington, D. P. (2017). School bullying and cyberbullying: Prevalence, characteristics, outcomes, and prevention. En V. B. Van Hasselt & M. L. Bourke (Eds.), Handbook of Behavioral Criminology (pp. 113–138). Springer International Publishing. https://doi.org/10.1007/978-3-319-61625-4_8
Zych, I., Ortega-Ruiz, R., & Del Rey, R. (2015). Scientific research on bullying and cyberbullying: Where have we been and where are we going. Aggression and Violent Behavior, 24, 188–198. https://doi.org/10.1016/j.avb.2015.05.015
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To Dr Melanie Zimmer-Gembeck for review and guidance on this manuscript.
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The authors disclose receipt of the following financial support for the research, authorship and/or publication of this article: ANID- Subdirección de Capital Humano/Doctorado Nacional/ 2022-21220470. Folder number: 21230331.
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Marcela Cárcamo, Patricio Cumsille and Jorge Gaete contributed to the conception or design of the work. Jorge Gaete participated in Data collection. Marcela Cárcamo realized the data analysis and interpretation. Marcela Cárcamo and Patricio Cumsille contributed to drafting the article, the critical revision, and the final approval of the version to be published.
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Cárcamo, M., Cumsille, P. & Gaete, J. Characterization of Latent Classes of Early Preadolescents from Their Reports of Victimization and Bullying – A Latent Class Analysis. Int Journal of Bullying Prevention (2024). https://doi.org/10.1007/s42380-024-00247-4
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DOI: https://doi.org/10.1007/s42380-024-00247-4