Journal of Abnormal Child Psychology

, Volume 40, Issue 2, pp 289–300 | Cite as

Effects of the KiVa Anti-bullying Program on Adolescents’ Depression, Anxiety, and Perception of Peers

  • Anne Williford
  • Aaron Boulton
  • Brian Noland
  • Todd D. Little
  • Antti Kärnä
  • Christina Salmivalli
Article
First Online:

Abstract

The present study investigated the effects of the KiVa antibullying program on students’ anxiety, depression, and perception of peers in Grades 4–6. Furthermore, it was investigated whether reductions in peer-reported victimization predicted changes in these outcome variables. The study participants included 7,741 students from 78 schools who were randomly assigned to either intervention or control condition, and the program effects were tested with structural equation modeling. A cross-lagged panel model suggested that the KiVa program is effective for reducing students’ internalizing problems and improving their peer-group perceptions. Finally, changes in anxiety, depression, and positive peer perceptions were found to be predicted by reductions in victimization. Implications of the findings and future directions for research are discussed.

Keywords

Bullying Prevention KiVa Program evaluation Structural equation modeling 
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References

  1. Baldry, A., & Farrington, D. (2004). Evaluation of an intervention program for the reduction of bullying and victimization in schools. Aggressive Behavior, 30, 1–15.CrossRefGoogle Scholar
  2. Beck, A., Steer, R., & Brown, G. (1996). Beck depression inventory. San Antonio: The Psychological Corporation.Google Scholar
  3. Bentler, P. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107, 238–246.PubMedCrossRefGoogle Scholar
  4. Bentler, P. (1995). EQS structural equations program manual. Encino: Multivariate Software.Google Scholar
  5. Boulton, M. J., Bucci, E., & Hawker, D. D. S. (1999). Swedish and English secondary school pupils' attitudes towards, and conceptions of, bullying: concurrent links with bully/victim involvement. Scandinavian Journal of Psychology, 40, 277–284.PubMedCrossRefGoogle Scholar
  6. Brock, S. E., Nickerson, A. B., O’Malley, M. D., & Chang, Y. (2006). Understanding children victimized by their peers. Journal of School Violence, 5, 3–18.CrossRefGoogle Scholar
  7. Brown, B. (2004). Adolescents’ relationships with peers. In R. M. Lerner & L. Steinberg (Eds.), Handbook of adolescent psychology (2nd ed., pp. 363–394). Hoboken: Wiley.Google Scholar
  8. Card, N. A. (2003). Victims of peer aggression: A meta-analytic review. In N. A. Card & A. Nishina (Eds.), Whipping boys and other victims of peer aggression: 25 years of research, now where do we go? Tampa: Poster symposium presented at the biennial meeting of the Society for Research in Child Development.Google Scholar
  9. Card, N. A., Isaacs, J., & Hodges, E. V. E. (2007). Correlates of school victimization: recommendations for prevention and intervention. In J. E. Zins, M. J. Elias, & C. A. Maher (Eds.), Bullying, victimization, and peer harassment: A handbook of prevention (pp. 339–366). New York: Haworth.Google Scholar
  10. Card, N. A., Stucky, B. D., Sawalani, G. M., & Little, T. D. (2008). Direct and indirect aggression during childhood and adolescence: a meta-analytic review of gender differences, intercorrelations, and relations to maladjustment. Child Development, 791, 1185–1229.CrossRefGoogle Scholar
  11. Cillessen, A. H. N., & Borch, C. (2006). Developmental trajectories of adolescent popularity: a growth curve modelling analysis. Journal of Adolescence, 29, 935–959.PubMedCrossRefGoogle Scholar
  12. Coie, J. D., & Dodge, K. A. (1998). Aggression and antisocial behavior. In W. Damon & N. Eisenberg (Eds.), Handbook of child psychology (Vol. 3, pp. 779–862). New York: Wiley.Google Scholar
  13. Craig, W. M., Pepler, D. J., & Atlas, R. (2000). Observations of bullying on the playground and in the classroom. International Journal of School Psychology, 21, 22–36.CrossRefGoogle Scholar
  14. Cross, D., Hall, M., Hamilton, G., Pintabona, Y., & Erceg, E. (2004). Australia: The friendly schools project. In P. K. Smith, D. Pepler, & K. Rigby (Eds.), Bullying in schools: How successful can interventions be? (pp. 187–210). New York: Cambridge University Press.CrossRefGoogle Scholar
  15. Enders, C. K. (2010). Applied missing data analysis. New York: Guildford.Google Scholar
  16. Essau, C. A., Lewinsohn, P. M., Seeley, J. R., & Sasagawa, S. (2010). Gender differences in the developmental course of depression. Journal of Affective Disorders, 127, 185–190.PubMedCrossRefGoogle Scholar
  17. Farrington, D. P., &Ttofi, M. M. (2009). School-based programs to reduce bullying and victimization. Campbell Systematic Reviews, 6.Google Scholar
  18. Feshbach, S. (1970). Aggression. In P. H. Mussen (Ed.), Carmichael’s manual of child psychology (Vol. 2, pp. 159–259). New York: Wiley.Google Scholar
  19. Frey, K. S., Hirschstein, M. K., Snell, J. L., Edstrom, L. V., MacKenzie, E. P., & Broderick, C. J. (2005). Reducing playground bullying and supporting beliefs: an experimental trial of the Steps to Respect program. Developmental Psychology, 41, 479–491.PubMedCrossRefGoogle Scholar
  20. García-López, L., Olivares, J., Hidalgo, M., Beidel, D., & Turner, S. (2001). Psychometric properties of the social phobia and anxiety inventory, the social anxiety scale for adolescents, the fear of negative evaluation scale, and the social avoidance and distress scale in an adolescent Spanish-speaking sample. Journal of Psychopathology and behavioral assessment, 23, 51–59.CrossRefGoogle Scholar
  21. Hahn, R., Fuqua-Whitley, D., Wethington, H., Lowy, J., Crosby, A., Fullilove, M., et al. (2007). Effectiveness of universal school-based programs to prevent violent and aggressive behavior. American Journal Preventive Medicine, 33, S114–S129.CrossRefGoogle Scholar
  22. Hancock, G. R. (1997). Structural equation modeling methods of hypothesis testing of latent variable means. Measurement and Evaluation in Counseling and Development, 30, 91–105.Google Scholar
  23. Hancock, G. R. (2001). Effect size, power, and sample size determination for structured means modeling and MIMIC approaches to between-groups hypothesis testing of means on a single latent construct. Psychometrika, 66, 373–388.CrossRefGoogle Scholar
  24. Hawkins, D. L., Pepler, D. J., & Craig, W. M. (2001). Naturalistic observations of peer interventions in bullying. Social Development, 10, 512–527.CrossRefGoogle Scholar
  25. Hawley, P. H., Little, T. D., & Rodkin, P. C. (Eds.). (2007). Aggression and adaptation. Mahwah: Erlbaum.Google Scholar
  26. Haynie, D. L., Nansel, T., Eitel, P., Crump, A. D., Saylor, K., Yu, K., et al. (2001). Bullies, victims, and bully/victims: distinct groups of at-risk youth. Journal of Early Adolescence, 21, 29–49.CrossRefGoogle Scholar
  27. Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Structural Equation Modeling, 6, 1–55.CrossRefGoogle Scholar
  28. Julian, M. W. (2001). The consequences of ignoring multilevel data structures in nonhierarchical covariance modeling. Structural Equation Modeling, 8, 325–352.CrossRefGoogle Scholar
  29. Juvonen, J., Graham, S., & Shuster, M. A. (2003). Bullying among young adolescents: the strong, the weak, and the troubled. Pediatrics, 112, 1231–1237.PubMedCrossRefGoogle Scholar
  30. 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.PubMedCrossRefGoogle Scholar
  31. Kärnä, A., Voeten, M., Poskiparta, E., & Salmivalli, C. (2010). Vulnerable children in varying classroom contexts: bystanders’ behaviors moderate the effects of risk factors on victimization. Merrill-Palmer Quarterly, 56, 261–282.CrossRefGoogle Scholar
  32. Kochenderfer-Ladd, B., & Ladd, G. W. (2001). Variations in peer victimization: Relations to children’s maladjustment. In J. Juvonen & S. Graham (Eds.), Peer harassment in school: The plight of the vulnerable and victimized (pp. 25–48). New York: Guilford.Google Scholar
  33. Ladd, G. W. (2005). Children’s peer relations and social competence: A century of progress. New Haven: Yale University Press.Google Scholar
  34. Little, T. (1997). Mean and covariance structures (MACS) analyses of cross-cultural data: Practical and theoretical issues. Multivariate Behavioral Research, 32, 53–76.CrossRefGoogle Scholar
  35. Little, T., Cunningham, W., Shahar, G., & Widaman, K. (2002). To parcel or not to parcel: exploring the question, weighing the merits. Structural Equation Modeling, 9, 151–173.CrossRefGoogle Scholar
  36. Little, T. D., Preacher, K. J., Selig, J. P., & Card, N. A. (2007). New developments in latent variable panel analysis of longitudinal data. International Journal of Behavior Development, 31, 357–365.CrossRefGoogle Scholar
  37. McLean, C. P., Asnaani, A., Litz, B. T., & Hofmann, S. G. (in press). Gender differences in anxiety disorders: prevalence, course of illness, comorbidity, and burden of illness. Journal of Psychiatric Research, XX, 1–9.Google Scholar
  38. Menesini, E., & Eslea, M. (1997). Cross-national comparison of children's attitudes towards bully/victim problems in school. Aggressive Behavior, 23, 245–257.CrossRefGoogle Scholar
  39. Meredith, W. (1993). Measurement invariance, factor analysis and factorial invariance. Psychometrika, 58, 525–543.CrossRefGoogle Scholar
  40. Merrell, K., Gueldner, B., Ross, S., & Isava, D. (2008). How effective are school bullying intervention programs? A meta-analysis of intervention research. School Psychology Quarterly, 23, 26–42.CrossRefGoogle Scholar
  41. Muthén, L., & Muthén, B. (2007). Mplus version 5. Los Angeles: Muthén & Muthén.Google Scholar
  42. O’Connell, P., Pepler, D. J., & Craig, W. (1999). Understanding bullying from a dynamic systems perspective. In A. Slater & D. Muir (Eds.), The Blackwell reader in developmental psychology (pp. 440–451). Oxford: Blackwell.Google Scholar
  43. O’Moore, A., & Minton, S. (2004). Ireland: The Donegal primary schools anti-bullying project. In P. K. Smith, D. Pepler, & K. Rigby (Eds.), Bullying in schools: How successful can interventions be (pp. 275–287). New York: Cambridge University Press.CrossRefGoogle Scholar
  44. Olweus, D. (1978). Aggression in the schools: Bullies and whipping boys. New York: Hemisphere.Google Scholar
  45. Olweus, D. (1991). Bully/victim problems among school children: Basic facts and effects of a school based intervention program. In D. J. Pepler & K. H. Rubin (Eds.), The development and treatment of childhood aggression (pp. 411–448). Hillsdale: Erlbaum.Google Scholar
  46. Olweus, D. (1993). Bullying at school. Cambridge: Blackwell.Google Scholar
  47. Olweus, D. (2001). Peer harassment: A critical analysis and some important issues. In J. Juvonen & S. Graham (Eds.), Peer harassment in school: The plight of the vulnerable and victimized (pp. 5–20). New York: Guilford.Google Scholar
  48. Olweus, D. (1996). The revised Olweus bully/victim questionnaire for students. Bergen: University of Bergen.Google Scholar
  49. Parke, R., & Slaby, R. (1983). The development of aggression. In P. Mussen (Ed.), Handbook of child psychology (Vol. IV, pp. 547–621). New York: Wiley.Google Scholar
  50. Paul, & Cillessen. (2003). Dynamics of peer victimization in early adolescence: results from a four-year longitudinal study. Journal of Applied School Psychology, 19, 25–43.CrossRefGoogle Scholar
  51. Pepler, D., Craig, W., Ziegler, S., & Charach, A. (1994). An evaluation of an anti-bullying intervention in Toronto schools. Canadian Journal of Community Mental Health, 13, 95–110.Google Scholar
  52. Raitasalo, R. (1977). Depressiojasenyhteyspsykoterapiantarpeeseen. Helsinki: Kansaneläkelaitoksenjulkaisuja A: 13.Google Scholar
  53. Raitasalo, R. (2007). Mood questionnaire. Finnish modification of the short form of the Beck Depression Inventory measuring depression symptoms and self-esteem (p. 86). Helsinki: The Social Insurance Institution, Finland, Studies in Social Security and Health.Google Scholar
  54. Randall, P. (1995). A factor study on the attitudes of children to bullying. Association of Educational Psychologists Journal, 11, 22–26.Google Scholar
  55. Rigby, K., & Slee, P. (1991). Bullying among Australian school children: reported behavior and attitudes toward victims. Journal of Social Psychology, 131, 615–627.PubMedCrossRefGoogle Scholar
  56. Salmivalli, C. (1992). Bullying as a group process. Unpublished master's thesis, Department of Psychology, University of Turku, Turku, Finland.Google Scholar
  57. Salmivalli, C. (2010). Bullying and the peer group: a review. Aggression and Violent Behavior, 15, 112–120.CrossRefGoogle Scholar
  58. Salmivalli, C., & Isaacs, J. (2005). Prospective relations among victimization, rejection, friendlessness, and children’s self- and peer-perceptions. Child Development, 76, 1161–1171.PubMedCrossRefGoogle Scholar
  59. Salmivalli, C., Kärnä, A., & Poskiparta, E. (2010). From peer putdowns to peer support: A theoretical model and how it translated into a national anti-bullying program. In S. Jimerson, S. Swearer, & D. Espelage (Eds.), Handbook of bullying in schools: An international perspective (pp. 441–454). New York: Routledge.Google Scholar
  60. Salmivalli, C., Lagerspetz, K., Björkqvist, K., Österman, K., & Kaukiainen, A. (1996). Bullying as a group process: participant roles and their relations to social status within the group. Aggressive Behavior, 22, 1–15.CrossRefGoogle Scholar
  61. Salmivalli, C., Lappalainen, M., & Lagerspetz, K. M. J. (1998). Stability and change of behavior in connection with bullying in schools: a two-year follow-up. Aggressive Behavior, 24, 205–218.CrossRefGoogle Scholar
  62. Salmivalli, C., Ojanen, T., Haanpää, J., & Peets, K. (2005). ‘I'm OK but You’re Not’ and other peer-relational schemas: explaining individual differences in children’s social goals. Developmental Psychology, 41, 363–375.PubMedCrossRefGoogle Scholar
  63. Salmivalli, C., & Voeten, M. (2004). Connections between attitudes, group norms, and behaviour in bullying situations. International Journal of Behavioral Development, 28, 246–258.CrossRefGoogle Scholar
  64. Smith, P. K., & Brain, P. F. (2000). Bullying in the schools. Aggressive Behavior, 26, 1–9.CrossRefGoogle Scholar
  65. Smith, P. K., & Shu, S. (2000). What good schools can do about bullying. Childhood, 7, 193–212.CrossRefGoogle Scholar
  66. Smith, J., Schneider, B., Smith, P., & Ananiadou, K. (2004). The effectiveness of whole-school antibullying programs: a synthesis of evaluation research. School Psychology Review, 33, 547–561.Google Scholar
  67. Steiger, J., & Lind, J. (1980). Statistically based tests for the number of common factors. Iowa City: Paper presented at the annual meeting of the Psychometric Society.Google Scholar
  68. Ttofi, M. M., Farrington, D. P., & Baldry, C. A. (2008). Effectiveness of programs to reduce school bullying: A systematic review. Stockholm: Swedish National Council for Crime Prevention.Google Scholar
  69. Tucker, L., & Lewis, C. (1973). A reliability coefficient for maximum likelihood factor analysis. Psychometrika, 38(1), 1–10.CrossRefGoogle Scholar
  70. Vernberg, E. M., Ewell, K. K., Beery, S. H., Freeman, C. M., & Abwender, D. A. (1995). Aversive exchanges with peers and adjustment during early adolescence: is disclosure helpful? Child Psychiatry and Human Development, 26, 43–56.PubMedCrossRefGoogle Scholar
  71. Vuijk, P., van Lier, P. A. C., Crijnen, A. A. M., & Huizink, A. C. (2007). Testing sex-specific pathways from peer victimization to anxiety and depression in early adolescents through a randomized intervention trial. Journal of Affective Disorders, 100, 221–226.PubMedCrossRefGoogle Scholar
  72. Whitney, I., & Smith, P. K. (1993). A survey of the nature and extent of bullying in junior/middle and secondary schools. Educational Research, 35, 3–25.CrossRefGoogle Scholar
  73. Wilson, S. J., & Lipsey, M. W. (2007). School-based interventions for aggressive and disruptive behavior: update of a meta-analysis. American Journal of Preventive Medicine, 33, S130–S143.PubMedCrossRefGoogle Scholar
  74. Wilson, S. J., Lipsey, M. W., & Derzon, J. H. (2003). The effects of school-based intervention programs on aggressive behavior: a meta-analysis. Journal of Consulting and Clinical Psychology, 71, 136–149.PubMedCrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media, LLC 2011

Authors and Affiliations

  • Anne Williford
    • 1
  • Aaron Boulton
    • 2
  • Brian Noland
    • 3
  • Todd D. Little
    • 2
  • Antti Kärnä
    • 4
  • Christina Salmivalli
    • 5
    • 6
  1. 1.School of Social WelfareUniversity of KansasLawrenceUSA
  2. 2.Department of Quantitative PsychologyUniversity of KansasLawrenceUSA
  3. 3.Department of Clinical PsychologyUniversity of KansasLawrenceUSA
  4. 4.Department of Behavioural Sciences and PhilosophyUniversity of TurkuTurkuFinland
  5. 5.Department of PsychologyUniversity of TurkuTurkuFinland
  6. 6.Faculty of Arts and EducationUniversity of StavangerStavangerNorway

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