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The association of individual and contextual variables with bullying victimisation: a cross-national comparison between Ireland and Lithuania

Abstract

Bullying victimisation is a reality in most schools around the world, with thousands of students being victimised on a daily basis. Given the prevalence of bullying victimisation at school, examination of what might prompt or prevent such behaviours is required. Therefore, this study examined the relationship of a number of individual and socio-contextual variables with bullying victimisation among fourth- and eighth-grade students in Ireland and Lithuania using the Trends in International Mathematics and Science Study (TIMSS) 2015 data. Data from a total of 17,924 students were analysed (with mean ages of 10.6 years for fourth-grade students and 14.6 years for eighth-grade students). Results of multilevel analysis showed that higher levels of student sense of school belonging were associated with lower levels of bullying victimisation across both grades and countries. Further predictors of student bullying victimisation, including student gender, parental education, school safety and location and the percentage of students in each school having the language of the test as their native language, varied across grades and countries. Overall, the findings of this study highlighted the importance of taking individual as well as socio-contextual factors into consideration when investigating bullying victimisation. This study also showed that the context, whether this refers to the country or the education level, matters with regard to the formation of anti-bullying policies and programmes. Implications of these findings for anti-bullying policies and programmes in a cross-national context are discussed.

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Data availability

TIMSS data are publicly available for secondary analysis at the TIMSS website (https://timssandpirls.bc.edu/timss2015/international-database/).

Notes

  1. 1.

    At the time of writing of this paper, the Irish Health Behaviour in School-aged Children (HBSC) Study 2018 was published (Költő et al., 2020), indicating elevated levels of bullying among students in Ireland compared to the previous HBSC international report (see WHO, 2016). However, this finding should be interpreted cautiously, taking into consideration the changes to the items used to measure bullying victimisation.

References

  1. Aalsma, M. C., & Brown, J. R. (2008). What is bullying? Journal of Adolescent Health, 43(2), 101–102. https://doi.org/10.1016/j.jadohealth.2008.06.001.

    Article  Google Scholar 

  2. Allen, K. A., Vella-Brodrick, D., & Waters, L. (2016). Fostering school belonging in secondary schools using a socio-ecological framework. Educational and Developmental Psychologist, 33(1), 97–121. https://doi.org/10.1017/edp.2016.5.

    Article  Google Scholar 

  3. Bacchini, D., Esposito, G., & Affuso, G. (2009). Social experience and school bullying. Journal of Community & Applied Social Psychology, 19(1), 17–32. https://doi.org/10.1002/casp.975.

  4. Beltran-Catalan, M., & Cruz-Catalan, E. (2020). How long bullying last? A comparison between a self-reported general bullying-victimization question and specific bullying-victimization questions. Children and Youth Services Review, 111, 104844. https://doi.org/10.1016/j.childyouth.2020.104844.

  5. Bronfenbrenner, U. (1994). Ecological models of human development. In T. Husén & T. N. Postlethwaite (Eds.), International Encyclopedia of Education (Vol. 3, 2nd ed., pp. 1643–1647). Oxford: Pergamon Press.

    Google Scholar 

  6. Caravita, S. C. S., Stefanelli, S., Mazzone, A., Cadei, L., Thornberg, R., & Ambrosini, B. (2020). When the bullied peer is native-born vs. immigrant: a mixed-method study with a sample of native-born and immigrant adolescents. Scandinavian Journal of Psychology, 61(1), 97–107. https://doi.org/10.1111/sjop.12565.

    Article  Google Scholar 

  7. Cemalcilar, Z. (2010). Schools as socialisation contexts: understanding the impact of school climate factors on students’ sense of school belonging. Applied Psychology. An International Review, 59(2), 243–272. https://doi.org/10.1111/j.1464-0597.2009.00389.x.

    Article  Google Scholar 

  8. Cosma, A., Walsh, S. D., Chester, K. L., Callaghan, M., Molcho, M., Craig, W., & Pickett, W. (2020). Bullying victimization: time trends and the overlap between traditional and cyberbullying across countries in Europe and North America. International Journal of Public Health, 65(1), 75–85. https://doi.org/10.1007/s00038-019-01320-2.

  9. Credit Suisse. (2019). Global wealth databook 2019. https://www.credit-suisse.com/media/assets/corporate/docs/about-us/research/publications/global-wealth-databook-2019.pdf.

  10. Department of Education and Skills. (2013). Anti-bullying procedures for primary and post-primary schools. Author. https://www.education.ie/en/Publications/Policy-Reports/Anti-Bullying-Procedures-for-Primary-and-Post-Primary-Schools.pdf

  11. Due, P., Damsgaard, M. T., Rasmussen, M., & Holstein, B. E. (2019). Trends in social inequality in exposure to bullying at school 1994-2018. Journal of Education, Society and Behavioural Science, 32(1), 1–7. https://doi.org/10.9734/jesbs/2019/v32i130160.

    Article  Google Scholar 

  12. Dulmus, C. N., Theriot, M. T., Sowers, K. M., & Blackburn, J. A. (2004). Student reports of peer bullying victimization in a rural school. Stress, Trauma, and Crisis, 7(1), 1–16. https://doi.org/10.1080/15434610490281093.

    Article  Google Scholar 

  13. Elgar, F. J., Craig, W., Boyce, W., Morgan, A., & Vella-Zarb, R. (2009). Income inequality and school bullying: multilevel study of adolescents in 37 countries. Journal of Adolescent Health, 45(4), 351–359. https://doi.org/10.1016/j.jadohealth.2009.04.004.

    Article  Google Scholar 

  14. Elgar, F. J., Gariepy, G., Dirks, M., Walsh, S. D., Molcho, M., Cosma, A., Malinowska-Cieslik, M., Donnelly, P. D., & Craig, W. (2019). Association of early-life exposure to income inequality with bullying in adolescence in 40 countries. JAMA Pediatrics, 173(7), e191181. https://doi.org/10.1001/jamapediatrics.2019.1181.

    Article  Google Scholar 

  15. Elgar, F. J., McKinnon, B., Walsh, S. D., Freeman, J., Donnelly, P. D., de Matos, M. G., Gariepy, G., Aleman-Diaz, A. Y., Pickett, W., Molcho, M., & Currie, C. (2015). Structural determinants of youth bullying and fighting in 79 countries. Journal of Adolescent Health, 57(6), 643–650. https://doi.org/10.1016/j.jadohealth.2015.08.007.

    Article  Google Scholar 

  16. Fandrem, H., Strohmeier, D., & Jonsdottir, K. A. (2012). Peer groups and victimisation among native and immigrant adolescents in Norway. Emotional and Behavioural Difficulties, 17(3–4), 273–285. https://doi.org/10.1080/13632752.2012.704308.

    Article  Google Scholar 

  17. Foody, M., Samara, M., & O’Higgins Norman, J. (2017). Bullying and cyberbullying studies in the school-aged population on the island of Ireland: a meta-analysis. British Journal of Educational Psychology, 87(4), 535–557. https://doi.org/10.1111/bjep.12163.

    Article  Google Scholar 

  18. Goddard, R. D., Sweetland, S. R., & Hoy, W. K. (2000). Academic emphasis of urban elementary schools and student achievement in reading and mathematics: a multilevel analysis. Educational Administration Quarterly, 36(5), 683–702.

    Article  Google Scholar 

  19. Goldstein, H. (2011). Multilevel statistical models (4th ed.). Hoboken: John Wiley & Sons, Ltd. https://doi.org/10.1002/9780470973394.

    Book  Google Scholar 

  20. Goldstein, S. E., Young, A., & Boyd, C. (2008). Relational aggression at school: associations with school safety and social climate. Journal of Youth and Adolescence, 37(6), 641–654. https://doi.org/10.1007/s10964-007-9192-4.

    Article  Google Scholar 

  21. Goodnow, C. (1992). Strengthening the links between educational psychology and the study of social contexts. Educational Psychologist, 27(2), 177–196. https://doi.org/10.1207/s15326985ep2702_4.

    Article  Google Scholar 

  22. Gregory, A., Cornell, D., Fan, X., Sheras, P., Shih, T.-H., & Huang, F. (2010). Authoritative school discipline: high school practices associated with lower bullying and victimization. Journal of Educational Psychology, 102(2), 483–496. https://doi.org/10.1037/a0018562.

    Article  Google Scholar 

  23. Hällsten, M., & Thaning, M. (2018). Wealth vs. education, occupation and income – unique and overlapping influences of SES in intergenerational transmissions (The Department of Sociology Working Paper Series, issue 35). https://doi.org/10.17045/sthlmuni.7302143.v1.

  24. Hong, J. S. (2008). Feasibility of the Olweus bullying prevention program in low-income schools. Journal of School Violence, 8(1), 81–97. https://doi.org/10.1080/15388220802067953.

    Article  Google Scholar 

  25. IBM. (2017). IBM SPSS statistics 25 brief guide. Armonk: IBM Corporation.

    Google Scholar 

  26. International Association for the Evaluation of Educational Achievement. (2019). Help Manual for the IEA IDB Analyzer (Version 4.0). Author.

  27. Isernhagen, J., & Harris, S. (2004). A comparison of bullying in four rural middle and high schools. The Rural Educator, 25(3), 5–13. https://doi.org/10.35608/ruraled.v25i3.523.

  28. Jansen, P. W., Mieloo, C. L., Dommisse-van Berkel, A., Verlinden, M., van der Ende, J., Stevens, G., Verhulst, F. C., Jansen, W., & Tiemeier, H. (2016). Bullying and victimization among young elementary school children: the role of child ethnicity and ethnic school composition. Race and Social Problems, 8, 271–280. https://doi.org/10.1007/s12552-016-9182-9.

    Article  Google Scholar 

  29. Jansen, P. W., Verlinden, M., Berkel, A. D., 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.

  30. Költő, A., Gavin, A., Molcho, M., Kelly, C., Walker, L., & Nic Gabhainn, S. (2020). The Irish Health Behaviour in School-aged Children (HBSC) Study 2018. Department of Health and National University of Ireland, Galway. https://doi.org/10.13025/zvwm-rp65.

  31. Konishi, C., Hymel, S., Zumbo, B. D., & Li, Z. (2010). Do school bullying and student-teacher relationships matter for academic achievement? A multilevel analysis. Canadian Journal of School Psychology, 25(1), 19–39. https://doi.org/10.1177/0829573509357550.

    Article  Google Scholar 

  32. Kutsyuruba, B., Klinger, D. A., & Hussain, A. (2015). Context and implications document for: relationships among school climate, school safety, and student achievement and well-being: a review of the literature. The Review of Education, 3(2), 136–137. https://doi.org/10.1002/rev3.3045.

  33. Martin, M. O., Mullis, I. V. S., & Hooper, M. (Eds.). (2016). Methods and procedures in TIMSS 2015. TIMSS & PIRLS International Study Center, Lynch School of Education, Boston College and International Association for the Evaluation of Educational Achievement (IEA).

  34. Muijs, D. (2017). Can schools reduce bullying? The relationship between school characteristics and the prevalence of bullying behaviours. British Journal of Educational Psychology, 87(2), 255–272. https://doi.org/10.1111/bjep.12148.

    Article  Google Scholar 

  35. Muthén, L. K., & Muthén, B. O. (2017). Mplus user’s guide (8th ed.). Los Angeles: Muthén & Muthén.

  36. O’Donoghue, K., & Guerin, S. (2017). Homophobic and transphobic bullying: barriers and supports to school intervention. Sex Education, 17(2), 220–234. https://doi.org/10.1080/14681811.2016.1267003.

    Article  Google Scholar 

  37. Pratto, F., Sidanius, J., & Levin, S. (2006). Social dominance theory and the dynamics of intergroup relations: taking stock and looking forward. European Review of Social Psychology, 17(1), 271–320. https://doi.org/10.1080/10463280601055772.

    Article  Google Scholar 

  38. Savahl, S., Montserrat, C., Casas, F., Adams, S., Tiliouine, H., Benninger, E., & Jackson, K. (2019). Children’s experiences of bullying victimization and the influence on their subjective well-being: a multinational comparison. Child Development, 90(2), 414–431. https://doi.org/10.1111/cdev.13135.

    Article  Google Scholar 

  39. Šmigelskas, K., Vaičiūnas, T., Lukoševičiūtė, J., Malinowska-Cieślik, M., Melkumova, M., Movsesyan, E., & Zaborskis, A. (2018). Sufficient social support as a possible preventive factor against fighting and bullying in school children. International Journal of Environmental Research and Public Health, 15(5). https://doi.org/10.3390/ijerph15050870.

  40. 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.

    Article  Google Scholar 

  41. Swearer, S. M., & Espelage, D. L. (2004). Introduction: a social-ecological framework of bullying among youth. In D. L. Espelage & S. M. Swearer (Eds.), Bullying in American Schools: A Social-Ecological Perspective on Prevention and Intervention (1st ed., pp. 1–12). Abington: Routledge. https://doi.org/10.4324/9781410609700.

    Chapter  Google Scholar 

  42. Tarling, R. (2009). Statistical modelling for social researchers: principles and practice. Abington: Routledge.

    Google Scholar 

  43. Tippett, N., & Wolke, D. (2014). Socioeconomic status and bullying: a meta-analysis. American Journal of Public Health, 104(6), 48–59. https://doi.org/10.2105/AJPH.2014.301960.

    Article  Google Scholar 

  44. Velki, T. (2018). Verifying the ecological model of peer aggression on Croatian students. Psychology in the Schools, 55(10), 1302–1320. https://doi.org/10.1002/pits.22178.

    Article  Google Scholar 

  45. Velki, T. (2019). Can we use same predictors for boys vs girls peer aggression? Primenjena Psihologija, 12(2), 205–233. https://doi.org/10.19090/pp.2019.2.205-233.

    Article  Google Scholar 

  46. Verkuyten, M., & Thijs, J. (2002). School satisfaction of elementary school children: the role of performance, peer relations, ethnicity and gender. Social Indicators Research, 59, 203–228. https://doi.org/10.1023/A:1016279602893.

    Article  Google Scholar 

  47. Volk, A. A., Dane, A. V., & Marini, Z. A. (2014). What is bullying? A theoretical redefinition. Developmental Review, 34(4), 327–343. https://doi.org/10.1016/j.dr.2014.09.001.

    Article  Google Scholar 

  48. Vveinhardt, J., Fominiene, V. B., Svagzdiene, B., & Andriukaitiene, R. (2017). Diagnostics of single cases of harassment and bullying in relationships between students of higher education institutions: Intervention measures for the timely identification of the phenomena. Transformations in Business and Economics, 16(3), 240–257.

    Google Scholar 

  49. World Health Organization. (2016). Growing up unequal: Gender and socioeconomic differences in young people’s health and well-being - Health Behaviour in School-aged Children (HBSC) Study: International report from the 2013/2014 survey (J. Inchley, D. Currie, T. Young, O. Samdal, T. Torsheim, L. Augustson, F. Mathison, A. Aleman-Diaz, M. Molcho, M. Weber, & V. Barnekow (Eds.)). WHO Regional Office for Europe. https://www.euro.who.int/__data/assets/pdf_file/0003/303438/HSBC-No.7-Growing-up-unequal-Full-Report.pdf?ua=1

  50. World Health Organization. (2020). Spotlight on adolescent health and well-being: Findings from the 2017–2018 Health Behaviour in School-Aged Children (HBSC) survey in Europe and Canada - International report: Volume 1. Key findings (J. Inchley, D. Currie, S. Budisavljevic, T. Torsheim, A. Jåstad, A. Cosma, C. Kelly, & Á. Már Arnarsson (Eds.)). WHO Regional Office for Europe. https://apps.who.int/iris/bitstream/handle/10665/332091/9789289055000-eng.pdf

  51. Xërxa, A., Shala, L., Vuthaj, M., Uka, S., & Miftari, Z. (2014). Health Behaviour in School-Aged Children (HBSC) in Kosovo: A World Health Organization collaborative study. WHO office in Pristina.

    Google Scholar 

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All authors substantially contributed to the study conception, design and execution. All authors read and approved the final manuscript.

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Correspondence to Vasiliki Pitsia.

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Vasiliki Pitsia. Dublin City University, Dublin, Ireland. E-mail: pitsiavasiliki@gmail.com

Current themes of research

Analysis of national and international large-scale educational assessment data. Quantitative research methodology. Advanced statistical analysis techniques

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Angela Mazzone. Dublin City University, Dublin, Ireland

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Pitsia, V., Mazzone, A. The association of individual and contextual variables with bullying victimisation: a cross-national comparison between Ireland and Lithuania. Eur J Psychol Educ (2020). https://doi.org/10.1007/s10212-020-00514-0

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Keywords

  • Bullying victimisation
  • TIMSS
  • Primary school
  • Post-primary school
  • Multilevel analysis