Heterogeneity in Involvement in School Bullying: A Latent Classes Analysis

Authors

DOI:

https://doi.org/10.15359/ree.25-3.4

Keywords:

Bullying, peaceful coexistence, violence, typology

Abstract

The present study aimed to develop a typology of school bullying through a statistical technique that minimizes the classification error in groups. This typology allows examining how multiple attributes of bullying coexist in people without artificially separating those attributes. Using a latent class analysis, six items that represented the role of the witness, the victim, and the aggressor were modeled in school bullying situations in a sample of 440 Chilean schoolchildren between 14 and 20 years of age (M = 16,30 and SD = 1,42). Two models are reported with four and five latent classes, respectively. In the four-class model, it can be seen a group called “Not Involved” (14,5%) which has not been implicated in any of the roles of harassment; another group called “Witness” (56,2%) which has only been involved as a witness in bullying situations; a group called “Witness and Victim” (13,3%) which has been involved as a witness and victim in school bullying situations; and finally, a group called “Witness, Victim and Aggressor” (16%) which has been involved in all roles. In the five-class model, the same groups are observed, plus one denominated as “Witness and Aggressor” implicated as a witness and aggressor in school bullying situations. The results show that most of the student body has been involved in bullying situations and that an important part has been involved in more than one role, which implies that victimization and perpetration of bullying are not mutually exclusive.

Author Biographies

Carlos Mellado, Universidad Santo Tomás

Licenciado en Psicología. Magister en Psicología Educacional y Doctor en Psicología. Investigador y Docente Escuela de Psicología, Facultad de Ciencias Sociales y Comunicaciones, Universidad Santo Tomás, Chile. Línea de Investigación: Parentalidad y Autonomía del Adolescente.

Pablo Mendez-Bustos, Universidad Católica del Maule

Psicólogo, académico e investigador del Departamento de Psicología de la Universidad Católica del Maule. Especialista en psicoterapia. Investigador Afiliado del Center of Excellence for Cultural Competence (CECC) of the Columbia University Medical Center. New York. Líneas de investigación: Trastornos psiquiátricos y comportamiento suicida. Investigador Responsable del Fondecyt 11170342

References

Barhight, L. R., Hubbard, J. A. y Hyde, C. T. (2013). Children´s physiological and emotional reactions to witnessing bullying predict bystander intervention. Child Development, 84(1), 375-390. https://doi.org/10.1111/j.1467-8624.2012.01839.x

Berger Silva, C. (2012). Trayectorias de victimización escolar: Características y factores de riesgo en adolescentes chilenos. Universitas Psychologica, 11(1), 103-118. https://doi.org/10.11144/Javeriana.upsy11-1.tvec

Berger, C. y Rodkin, P. C. (2009). Male and female victims of male bullies: Social status differences by gender and informant source. Sex Roles, 61(1-2), 72-84. https://doi.org/10.1007/s11199-009-9605-9

Bergman, L. R. y El-Khouri, B. M. (2003). A person-oriented approach: Methods for today and methods for tomorrow. New Directions for Child & Adolescent Development, (101), 25-38. https://doi.org/10.1002/cd.80

Bolck, A., Croon, M. y Hagenaars, J. (2004). Estimating latent structure models with categorical variables: One-step versus three-step estimators. Political Analysis, 12(1), 3-27. https://doi.org/10.1093/pan/mph001

Bray, B. C., Lanza, S. T. y Collins, L. M. (2010). Modeling relations among discrete developmental processes: A general approach to associative latent transition analysis. Structural Equation Modeling: A Multidisciplinary Journal, 17(4), 541-569. https://doi.org/10.1080/10705511.2010.510043

Celeux, G. y Soromenho, G. (1996). An entropy criterion for assessing the number of clusters in a mixture model. Journal of Classification, 13(2), 195-212. https://doi.org/10.1007/BF01246098

Chung, J. Y. y Lee, S. (2020). Are bully-victims homogeneous? Latent class analysis on school bullying. Children and Youth Services Review, 112(2). https://doi.org/10.1016/j.childyouth.2020.104922

Cole, D. A., Zelkowitz, R. L., Nick, E., Martin, N. C., Roeder, K. M., Sinclair-McBride, K. y Spinelli. T. (2016). Longitudinal and incremental relation of cybervictimization to negative self-cognitions and depressive symptoms in young adolescents. Journal of Abnormal Child Psychology, 44(7), 1321-1332. https://doi.org/10.1007/s10802-015-0123-7

Cumsille, P., Darling, N., Flaherty, B. y Martínez, M. L. (2009). Heterogeneity and change in the patterning of adolescents´ perceptions of the legitimacy parental authority: A latent transitional model. Child Development, 80(2),418-432. https://doi.org/10.1111/j.1467-8624.2009.01269.x

Fanti, K. A. y Kimonis, E. R. (2012), Bullying and victimization: The role of conduct problems and psychopathic traits. Journal of Research on Adolescence, 22(4), 617-631. https://doi.org/10.1111/j.1532-7795.2012.00809.x

Graham, S., Bellmore, A. D. y Mize, J. (2006). Peer victimization, aggression, and their co-occurrence in middle school. Pathways to adjustment problem. Journal of Abnormal Child Psychology, 34(3), 363-378. https://doi.org/10.1007/s10802-006-9030-2

Golmaryami, F. N., Frick, P. J., Hemphill, S. A., Kahn, R. E., Crapanzano, A. M. y Terranova, A. M. (2016). The social, behavioral, and emotional correlates of bullying and victimization in a school-based sample. Journal of Abnormal Child Psychology, 44(2), 381-391. https://doi.org/10.1007/s10802-015-9994-x

Garaigordobil Landazabal, M., Mollo-Torrico, J. P. y Larrain Mariño, E. (2018). Prevalencia de bullying y cyberbullying en Latinoamérica: Una revisión. Revista Iberoamericana de Psicología, 11(3), 1-18. https://doi.org/10.33881/2027-1786.rip.11301

Heberle, A. E., Briggs-Gowans, M. J. y Carter, A. S. (2015). A person-oriented approach to identifying parenting styles in mothers of early school-age children. Infant and Child Development, 24(2), 130-156. https://doi.org/10.1002/icd.1888

Haynie, D. L., Nansel, T., Eitel, P., Crump, A. D., Saylor, K., Yu, K. y Simons-Morton, B. (2001). Bullies, victims and bullies/victims: Distinct group of at-risk youth. Journal of Early Adolescence, 21(1), 29-49. https://doi.org/10.1177/0272431601021001002

Herrera-López, M., Romera, E.M. y Ortega-Ruiz, R. (2018). Bullying y cyberbullying en Latinoamérica: Un estudio bibliométrico. Revista Mexicana de Investigación Educativa, 23(76), 125-155. https://www.comie.org.mx/revista/v2018/rmie/index.php/nrmie/article/view/1142/1130

Hidalgo-Rasmussen, C., Molina, T., Molina, R., Sepúlveda, R., Martínez, V., Montaño,R., González, E. y George, M. (2015). Bullying y calidad de vida relacionada con la salud en adolescentes escolares chilenos. Revista Médica de

Chile, 143(6), 716-723. https://doi.org/10.4067/S0034-98872015000600004

Instituto Nacional de la Juventud, Ministerio de Desarrollo Social y Familia. (2018). 9 Encuesta nacional de juventud. Autor. https://www.injuv.gob.cl/sites/default/files/ix_encuesta_nacional_de_la_juventud_2018.pdf

Juvonen, J., Graham, S. y Schuster, M. A. (2003). Bullying among young adolescents: The strong, the weak, and the troubled. Pediatrics, 112(6 PT), 1231-1237. https://doi.org/10.1542/peds.112.6.1231

Klomek, A. B., Marrocco, F., Kleinman, M., Schonfeld, I. S. y Gould, M. S. (2008). Peer victimization, depression, and suicidality in adolescents. Suicide and Life-Threatening Behavior, 38(2), 166-180. https://doi.org/10.1521/suli.2008.38.2.166

Lanza, S. T., Collins, L. M., Lemmon, D. R. y Schafer, J. L. (2007). PROC LCA: A SAS procedure for latent class analysis. Structural Equation Modeling, 14(4), 671-694. https://doi.org/10.1080/10705510701575602

Lecannelier, F., Varela, J., Rodríguez, J., Hoffman, M., Flores, F. y Ascanio L. (2011). Validación del Cuestionario de Maltrato entre Iguales por Abuso de Poder (MIAP) para escolares. Revista Médica de Chile, 139(4), 474-479. https://doi.org/10.4067/S0034-98872011000400009

Lovegrove, P. J., Henry, K. L. y Slater, M. D. (2012). Examination of the predictors of latent class typologies of bullying involvement among middle school students. Journal of School Violence, 11(1), 75-93. https://doi.org/10.1080/15388220.2011.631447

MacCallum, R. C., Zhang, S., Preacher, K. J. y Rucker, D. D. (2002). On the practice of dichotomization of quantitative variables. Psychological Methods, 7(1), 19-40. https://doi.org/10.1037//1082-989X.7.1.19

Nylund-Gibson, K. L., Asparouhov, T. y 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

Nylund-Gibson, K., Bellmore, A., Nishina, A. y Graham, S. (2007). Subtypes, severity, and structural stability of peer victimization: What does latent class analysis say? Child Development, 78(6), 1706-1722. https://doi.org/10.1111/j.1467-8624.2007.01097.x

Olweus, D. A. (1986). The Olweus Bully/victim questionnaire [Mimeo]. Research Center for Health Promotion, University of Bergen.

Olweus D. A. (2013). School bullying: Development and some important challenges. Annual Review of Clinical Psychology, 9, 751-780. https://doi.org/10.1146/annurev-clinpsy-050212-185516

Organización Mundial de la Salud. (2003). Informe mundial sobre la salud 2003: Forjemos el futuro. Autor. http://www.who.int/whr/2003/en/whr03_es.pdf

Pavian, S. y Vandebosch, H. (2016). An investigation of short-term longitudinal associations between social anxiety and victimization and perpetration of traditional bullying and cyberbullying. Journal of Youth and Adolescence, 45(2), 328-339. https://doi.org/10.1007/s10964-015-0259-3

Shao, A., Liang, L., Yuan, C. y Bian, Y. (2014). A latent class analysis of bullies, victims and aggressive victims in chinese adolescence: Relations with social and school adjustments. PLOS ONE, 9(4), 1-8. https://doi.org/10.1371/journal.pone.0095290

Solberg, M. E. y 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

Srabstein J. y Piazza, T. (2008). Public health, safety and educational risks associated with bullying behaviors in American adolescents. International Journal of Adolescent Medicine and Health, 20(2), 223-233. https://doi.org/10.1515/IJAMH.2008.20.2.223

Valadez, I., Amezcua, R., González, N., Montes, R. y Vargas, V. (2011). Maltrato entre iguales e intento suicida en sujetos adolescentes escolarizados. Revista Latinoamericana de Ciencias Sociales, Niñez y Juventud, 9(2), 783-796. http://revistaumanizales.cinde.org.co/rlcsnj/index.php/Revista-Latinoamericana/article/view/473/265

von Eye, A. y Bogat A. G. (2006). Person-oriented and variable-oriented research: Concepts, results, and development. Merrill-Palmer Quarterly, 52(3), 390-420. https://doi.org/10.1353/mpq.2006.0032

Published

2021-06-15

How to Cite

Heterogeneity in Involvement in School Bullying: A Latent Classes Analysis (C. Mellado & P. Mendez-Bustos , Trans.). (2021). Revista Electrónica Educare, 25(3), 1-15. https://doi.org/10.15359/ree.25-3.4

Issue

Section

Journal Articles (Peer Reviewed Section)

How to Cite

Heterogeneity in Involvement in School Bullying: A Latent Classes Analysis (C. Mellado & P. Mendez-Bustos , Trans.). (2021). Revista Electrónica Educare, 25(3), 1-15. https://doi.org/10.15359/ree.25-3.4

Comentarios (ver términos de uso)