Abstract
Meta-analyses on the effectiveness of antibullying interventions show that average effects tend to be significant but small. Informed by the vantage sensitivity framework, the current study aimed to test in a large randomized controlled trial whether individual differences in environmental sensitivity predict treatment response to an antibullying intervention. A total of 2,042 pupils (Grades 4 and 6) were randomly assigned to a treatment or control condition. Significant intervention effects on victimization and internalizing symptoms were moderated by both environmental sensitivity and gender: Boys who scored high on sensitivity benefited significantly more than did less sensitive boys from the effects of the intervention regarding reduced victimization and internalizing symptoms. The findings are consistent with the notion of vantage sensitivity, suggesting that some individuals are disproportionately likely to respond to treatment and others are more resistant as a function of individual differences in environmental sensitivity.
References
|
Achenbach, T. M. (1991). Manual for the Youth Self-Report and 1991 profile. Burlington: University of Vermont Department of Psychiatry. Google Scholar | |
|
Aron, E. N. (1996). The highly sensitive person: How to thrive when the world overwhelms you. New York, NY: Broadway Books. Google Scholar | |
|
Aron, E. N., Aron, A. (1997). Sensory-processing sensitivity and its relation to introversion and emotionality. Journal of Personality and Social Psychology, 73(2), 345–368. Google Scholar | Crossref | Medline | ISI | |
|
Aron, E. N., Aron, A., Davies, K. M. (2005). Adult shyness: The interaction of temperamental sensitivity and an adverse childhood environment. Personality and Social Psychology Bulletin, 31(2), 181–197. Google Scholar | SAGE Journals | ISI | |
|
Aron, E. N., Aron, A., Jagiellowicz, J. (2012). Sensory processing sensitivity: A review in the light of the evolution of biological responsivity. Personality and Social Psychology Review, 16(3), 262–282. Google Scholar | SAGE Journals | ISI | |
|
Assary, E., Zavos, H. M., Krapohl, E., Keers, R., Pluess, M. (2018). Sensitivity to environmental influences is a heritable trait. Manuscript submitted for publication. Google Scholar | |
|
Belsky, J., Pluess, M. (2009). Beyond diathesis stress: Differential susceptibility to environmental influence. Psychological Bulletin, 135, 885–908. Google Scholar | Crossref | Medline | ISI | |
|
Boterberg, S., Warreyn, P. (2016). Making sense of it all: The impact of sensory processing sensitivity on daily functioning of children. Personality and Individual Differences, 92, 80–86. Google Scholar | Crossref | |
|
Bradshaw, C. P. (2015). Translating research to practice in bullying prevention. American Psychologist, 70(4), 322–332. Google Scholar | Crossref | Medline | |
|
Cook, C., Williams, K., Guerra, N., Kim, T., Sadek, S. (2010). Predictors of bullying and victimization in childhood and adolescence: A meta-analytic investigation. School Psychology Quarterly, 25, 65–83. Google Scholar | Crossref | ISI | |
|
Copeland, W. E., Wolke, D., Angold, A., Costello, E. J. (2013). Adult psychiatric outcomes of bullying and being bullied by peers in childhood and adolescence. Journal of the American Medical Association Psychiatry, 70, 419–426. Google Scholar | |
|
Evans, C. B. R., Fraser, M. W., Cotter, K. L. (2014). The effectiveness of school-based bullying prevention programs: A systematic review. Aggression and Violent Behavior, 19(5), 532–544. Google Scholar | Crossref | |
|
Farrington, D. P., Ttofi, M. M. (2009). School-based programs to reduce bullying and victimization (Campbell Systematic Reviews, No. 6). Oslo, Norway: Campbell Corporation. Google Scholar | Crossref | |
|
Ferguson, C. J., Miguel, C. S., Kilburn, J. C., Sanchez, P. (2007). The effectiveness of school-based anti-bullying programs: A meta-analytic review. Criminal Justice Review, 32, 401–414. Google Scholar | SAGE Journals | |
|
Fisher, H. L., Moffitt, T. E., Houts, R. M., Belsky, D. W., Arseneault, L., Caspi, A. (2012). Bullying victimisation and risk of self harm in early adolescence: Longitudinal cohort study. British Medical Journal, 344, Article e2683. doi:10.1136/bmj.e2683 Google Scholar | Crossref | |
|
Hedges, L. V. (2007). Effect sizes in cluster-randomized designs. Journal of Educational and Behavioral Statistics, 32, 341–370. Google Scholar | SAGE Journals | ISI | |
|
Inchley, J., Currie, D., Young, T., Samdal, O., Torsheim, T., Augustson, L., . . . Barnekow, V. (Eds.). (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 (Health Policy for Children and Adolescents, No. 7). Copenhagen, Denmark: World Health Organization Regional Office for Europe. Google Scholar | |
|
Jimenez-Barbero, J. A., Ruiz-Hernandez, J. A., Llor-Zaragoza, L., Perez-Garcia, M., Llor-Esteban, B. (2016). Effectiveness of anti-bullying school programs: A meta-analysis. Children and Youth Services Review, 61, 165–175. Google Scholar | Crossref | ISI | |
|
Kärnä, A., Voeten, M., Little, T. D., Alanen, E., Poskiparta, E., Salmivalli, C. (2013). Effectiveness of the KiVa antibullying program: Grades 1-3 and 7-9. Journal of Educational Psychology, 105, 535–551. Google Scholar | Crossref | ISI | |
|
Kärnä, A., Voeten, M., Little, T. D., Poskiparta, E., Alanen, E., Salmivalli, C. (2011). Going to scale: A nonrandomized nationwide trial of the KiVa antibullying program for Grades 1-9. Journal of Consulting and Clinical Psychology, 79, 796–805. Google Scholar | Crossref | Medline | ISI | |
|
Kärnä, A., Voeten, M., Little, T. D., Poskiparta, E., Kaljonen, A., Salmivalli, C. (2011). A large-scale evaluation of the KiVa antibullying program: Grades 4-6. Child Development, 82, 311–330. Google Scholar | Crossref | Medline | ISI | |
|
Klomek, A. B., Sourander, A., Elonheimo, H. (2015). Bullying by peers in childhood and effects on psychopathology, suicidality, and criminality in adulthood. The Lancet. Psychiatry, 2, 930–941. Google Scholar | Crossref | Medline | |
|
Lee, S., Kim, C., Kim, D. H. (2015). A meta-analysis of the effect of school-based anti-bullying programs. Journal of Child Health Care, 19(2), 136–153. Google Scholar | SAGE Journals | ISI | |
|
Limber, S. P., Nation, M., Tracy, A. J., Melton, G. B., Flerx, V. (2004). Implementation of the Olweus Bullying Prevention Program in the southeastern United States. In Smith, P. K., Pepler, D., Rigby, K. (Eds.), Bullying in schools: How successful can interventions be? (pp. 55–79). Cambridge, England: Cambridge University Press. Google Scholar | Crossref | |
|
Nansel, T. R., Overpeck, M., Pilla, R. S., Ruan, W. J., Simons-Morton, B., Scheidt, P. (2001). Bullying behaviors among US youth: Prevalence and association with psychosocial adjustment. Journal of the American Medical Association, 285, 2094–2100. Google Scholar | Crossref | Medline | ISI | |
|
Nocentini, A., Menesini, E. (2016). KiVa anti-bullying program in Italy: Evidence of effectiveness in a randomized control trial. Prevention Science, 17(8), 1012–1023. Google Scholar | Crossref | Medline | |
|
Olweus, D. (1993). Bullying at school: What we know and what we can do. Cambridge, England: Blackwell. Google Scholar | |
|
Olweus, D., Limber, S. P. (2010). Bullying in school: Evaluation and dissemination of the Olweus Bullying Prevention Program. American Journal of Orthopsychiatry, 80, 124–134. Google Scholar | Crossref | Medline | ISI | |
|
Palladino, B. E., Nocentini, A., Menesini, E. (2016). Evidence-based intervention against bullying and cyberbullying: Evaluation of the Noncadiamointrappola! program in two independent trials. Aggressive Behavior, 42(2), 194–206. Google Scholar | Crossref | Medline | |
|
Pluess, M. (2015). Individual differences in environmental sensitivity. Child Development Perspective, 9(3), 138–143. Google Scholar | Crossref | |
|
Pluess, M., Assary, E., Lionetti, F., Lester, K. J., Krapohl, E., Aron, E. N., Aron, A. (2018). Environmental sensitivity in children: Development of the Highly Sensitive Child scale and identification of sensitivity groups. Developmental Psychology, 54(1), 51–70. doi:10.1037/dev0000406 Google Scholar | Crossref | Medline | |
|
Pluess, M., Belsky, J. (2013). Vantage sensitivity: Individual differences in response to positive experiences. Psychological Bulletin, 139(4), 901–916. Google Scholar | Crossref | Medline | |
|
Pluess, M., Boniwell, I. (2015). Sensory-processing sensitivity predicts treatment response to a school-based depression prevention program: Evidence of vantage sensitivity. Personality and Individual Differences, 82, 40–45. Google Scholar | Crossref | |
|
Pluess, M., Boniwell, I., Hefferon, K., Tunariu, A. (2017). Preliminary evaluation of a school-based resilience-promoting intervention in a high-risk population: Application of an exploratory two-cohort treatment/control design. PLOS ONE, 12(5), Article e0177191. doi:10.1371/journal.pone.0177191 Google Scholar | Crossref | Medline | |
|
Salmivalli, C., Kärnä, A., Poskiparta, E. (2010). Development, evaluation, and diffusion of a national anti-bullying program, KiVa. In Doll, B., Pfohl, W., Yoon, J. (Eds.), Handbook of youth prevention science (pp. 238–252). New York, NY: Routledge. Google Scholar | |
|
Slagt, M., Dubas, J. S., van Aken, M. A., Ellis, B. J., Dekovic, M. (2018). Sensory processing sensitivity as a marker of differential susceptibility to parenting. Developmental Psychology, 54, 543–558. doi:10.1037/dev0000431 Google Scholar | Crossref | Medline | |
|
Srabstein, J., Leventhal, B. (2010). Prevention of bullying related morbidity and mortality: A call for public health policies. Bulletin of the World Health Organization, 88, 403. Google Scholar | Crossref | Medline | ISI | |
|
Ttofi, M. M., Eisner, M., Bradshaw, C. P. (2014). What have we learned from systematic reviews of bullying prevention programs? A synthesis of current evaluation research. In Bruinsma, G., Weisburd, D. (Eds.), Encyclopedia of criminology and criminal justice (pp. 231–242). New York, NY: Springer-Verlag. Google Scholar | Crossref | |
|
Ttofi, M. M., Farrington, D. P. (2011). Effectiveness of school-based programs to reduce bullying: A systematic and meta-analytic review. Journal of Experimental Criminology, 7, 27–56. Google Scholar | Crossref | ISI | |
|
Ttofi, M. M., Farrington, D. P., Lösel, F., Loeber, R. (2011). Do the victims of school bullies tend to become depressed later in life? A systematic review and meta-analysis of longitudinal studies. Journal of Aggression, Conflict and Peace Research, 3(2), 63–73. Google Scholar | Crossref | |
|
West, B. T. (2009). Analyzing longitudinal data with the linear mixed models procedure in SPSS. Evaluation & the Health Professions, 32(3), 207–228. Google Scholar | SAGE Journals | ISI | |
|
Williford, A., Noland, B., Little, T., Kärnä, A., Salmivalli, C. (2012). Effects of the KiVa antibullying program on adolescents’ perception of peers, depression, and anxiety. Journal of Abnormal Child Psychology, 40, 289–300. Google Scholar | Crossref | Medline | ISI | |
|
Yanagida, T., Strohmeier, D., Spiel, C. (2016). Dynamic change of aggressive behavior and victimization among adolescents: Effectiveness of the ViSC program. Journal of Clinical Child and Adolescent Psychology. Advance online publication. doi:10.1080/15374416.2016.1233498 Google Scholar | Crossref | Medline | |
|
Yeager, D. S., Fong, C. J., Lee, H. Y., Espelage, D. (2015). Declines in efficacy of anti-bullying programs among older adolescents: Theory and a three-level meta-analysis. Journal of Applied Developmental Psychology, 37, 36–51. Google Scholar | Crossref | ISI |
