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Using a Group-Based Trajectory Approach to Assess Theoretical Predictors of Teacher Victimization

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Abstract

This research investigates the trajectory patterns of teacher victimization across time and predictors to explain distinctive patterns of victimization in the context of opportunity theories. Group-based trajectory modeling is adopted to estimate the latent trajectory groups of teacher victimization with four waves of the study sample. Seven different types of teacher victimization by students at school are measured and six key individual-level measures of the presence of capable guardianship, motivated offender, target vulnerability, and target antagonism are included. The findings show that group-based trajectory modeling identifies five distinct groups for teacher victimization trajectories and a substantial proportion of the sample was found belonging to the mid-stable and high-stable groups, indicating students’ aggression toward teachers is a serious and pervasive problem, continuously affecting many teachers over time, across a variety of victimization types. The findings provide some support of opportunity theory’s applicability in explaining distinctive patterns of teacher victimization trajectories as several theoretically informed factors were found to be related to class membership. Overall, the findings have demonstrated the importance of understanding heterogeneity and distinctive trajectories of teacher victimization over time in order to inform the development and implementation of comprehensive anti-teacher victimization interventions and counseling programs specifically targeted to mid/high-stable victimized groups.

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References

  • Chen, J., & Astor, R. V. (2009). The perpetration of school violence in Taiwan: An analysis of gender, grade level and school type. School Psychology International, 30(6), 568–584.

    Article  Google Scholar 

  • Cohen, L. E., & Cantor, D. (1980). The determinants of larceny: An empirical and theoretical study. Journal of Research in Crime and Delinquency, 17(2), 140–159.

    Article  Google Scholar 

  • Culatta, E., Clay-Warner, J., Boyle, K. M., & Oshri, A. (2017). Sexual revictimization: A routine activity theory explanation. Journal of Interpersonal Violence, 35(15–16), 2800–2824.

    Google Scholar 

  • de Ceballos, A. G. C., & Carvalho, F. M. (2019). Violence against teachers and work ability: A cross-sectional study in northeast Brazil. Journal of Interpersonal Violence. Advance online publication.

  • Finkelhor, D., & Asdigian, N. L. (1996). Risk factors for youth victimization: Beyond a lifestyles/routine activities theory approach. Violence and Victims, 11(1), 3–19.

    Article  Google Scholar 

  • Gregory, A., Cornell, D., & Fan, X. (2012). Teacher safety and authoritative school climate in high schools. American Journal of Education, 118(4), 401–425.

    Article  Google Scholar 

  • Higgins, G. E., Jennings, W. G., Tewksbury, R., & Gibson, C. L. (2009). Exploring the link between low self-control and violent victimization trajectories in adolescents. Criminal Justice and Behavior, 36(10), 1070–1084.

    Article  Google Scholar 

  • Lauritsen, J. L., & Carbone-Lopez, K. (2011). Gender differences in risk factors for violent victimization: An examination of individual-, family-, and community-level predictors. Journal of Research in Crime and Delinquency, 48(4), 538–565.

    Article  Google Scholar 

  • Lee, Y., & Kim, J. (2017). An examination of victimization trajectories among a sample of South Korean adolescents: Risk and protective factors. Crime & Delinquency, 63(11), 1434–1457.

    Article  Google Scholar 

  • Longobardi, C., Badenes-Ribera, L., Fabris, M. A., Martinez, A., & McMahon, S. D. (2019). Prevalence of student violence against teachers: A meta analysis. Psychology of Violence, 9(6), 596–610.

    Article  Google Scholar 

  • McMahon, S. D., Martinez, A., Espelage, D., Rose, C., Reddy, L. A., Lane, K., Anderman, E. M., Reynolds, C. R., Jones, A., & Brown, V. (2014). Violence directed against teachers: Results from a national survey. Psychology in the Schools, 51(7), 753–766.

    Article  Google Scholar 

  • Moon, B., & McCluskey, J. (2020). An exploratory study of violence and aggression against teachers in middle and high schools: Prevalence, predictors, and negative consequences. Journal of School Violence, 19(2), 1–16.

    Article  Google Scholar 

  • Moon, B., McCluskey, J., & Morash, M. (2019a). Aggression against middle and high school teachers: Duration of victimization and its negative impacts. Aggressive Behavior, 45(5), 517–526.

    Article  Google Scholar 

  • Moon, B., McCluskey, J., & Morash, M. (2019). Student violence directed against teachers: Victimized teachers’ reports to school officials and satisfaction with school responses. Journal of Interpersonal Violence. Advance online publication

  • Mulford, C. F., Blachman-Demner, D. R., Pitzer, L., Schubert, C. A., Piquero, A. R., & Mulvey, E. P. (2018). Victim offender overlap: Dual trajectory examination of victimization and offending among young felony offenders over seven years. Victims & Offenders, 13(1), 1–27.

    Article  Google Scholar 

  • Nagin, D. S. (2005). Group-based modeling of development. Harvard University Press.

    Book  Google Scholar 

  • SooHyun, O., & Wilcox, P. (2018). Routine activity theory, target congruence, and school context: A multilevel analysis of teacher victimization. Victims & Offenders, 13(3), 349–372.

    Article  Google Scholar 

  • Peguero, A. A. (2009). Opportunity, involvement, and student exposure to school violence. Youth Violence and Juvenile Justice, 7(4), 299–312.

    Article  Google Scholar 

  • Popp, A. M., & Peguero, A. A. (2011). Routine activities and victimization at school: The significance of gender. Journal of Interpersonal Violence, 26(12), 2413–2436.

    Article  Google Scholar 

  • Sullivan, C. J., Wilcox, P., & Ousey, G. C. (2011). Trajectories of victimization from early to mid-adolescence. Criminal Justice and Behavior, 38(1), 85–104.

    Article  Google Scholar 

  • Sweeten, G. (2012). Scaling criminal offending. Journal of Quantitative Criminology, 28(3), 533–557.

    Article  Google Scholar 

  • Tiesman, H., Konda, S., Hendricks, S., Mercer, D., & Amandus, H. (2013). Workplace violence among Pennsylvania education workers: Differences among occupations. Journal of Safety Research, 44, 65–71.

    Article  Google Scholar 

  • Tillyer, M. S., Fisher, B. S., & Wilcox, P. (2011). The effects of school crime prevention on students’ violent victimization, risk perception, and fear of crime: A multilevel opportunity perspective. Justice Quarterly, 28(2), 249–277.

    Article  Google Scholar 

  • Tillyer, M. S., Wilcox, P., & Fissel, E. R. (2018). Violence in schools: Repeat victimization, low self-control, and the mitigating influence of school efficacy. Journal of Quantitative Criminology, 34(2), 609–632.

    Article  Google Scholar 

  • Turanovic, J. J., Pratt, T. C., & Piquero, A. R. (2018). Structural constraints, risky lifestyles, and repeat victimization. Journal of Quantitative Criminology, 34(1), 251–274.

    Article  Google Scholar 

  • Wei, C., Gerberich, S. G., Alexander, B. H., Ryan, A. D., Nachreiner, N. M., & Mongin, S. J. (2013). Work-related violence against educators in Minnesota: Rates and risks based on hours exposed. Journal of Safety Research, 44, 73–85.

    Article  Google Scholar 

  • Wubbels, T., Brekelmans, M., & Hooymayers, H. (1991). Interpersonal teacher behavior in the classroom. In B. J. Fraser & H. J. Walberg (Eds.), Educational environments: Evaluation, antecedents and consequences (pp. 141–160). Pergamon.

    Google Scholar 

  • Yang, C., Jenkins, L., Fredrick, S. S., Chen, C., Xie, J., & Nickerson, A. B. (2019). Teacher victimization by students in China: A multilevel analysis. Aggressive Behavior, 45(2), 169–180.

    Article  Google Scholar 

Download references

Acknowledgements

This project was supported by Award Nos. 2015-CK-BX-0019 and 2017-CK-BX-0010, awarded by the National Institute of Justice, Office of Justice Programs, US Department of Justice. The opinions, findings, and conclusions or recommendations expressed in this publication/program/exhibition are those of the author(s) and do not necessarily reflect those of the Department of Justice.

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Correspondence to Jihoon Kim.

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Moon, B., Kim, J. & McCluskey, J. Using a Group-Based Trajectory Approach to Assess Theoretical Predictors of Teacher Victimization. J Dev Life Course Criminology 8, 75–95 (2022). https://doi.org/10.1007/s40865-022-00187-x

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  • DOI: https://doi.org/10.1007/s40865-022-00187-x

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