Bullying Perpetration and Subsequent Delinquency: A Regression-Based Analysis of Early Adolescent Schoolchildren

Abstract

The purpose of this study was to determine whether bullying perpetration in early adolescence is capable of predicting delinquency 1 year later. Nine control variables were included in a regression analysis of the bullying–delinquency relationship in 1,001 schoolchildren ( $\bar{X}$ age = 12.97 years). The nine control variables (age, sex, race, social support, bullying victimization, probullying attitudes, parental knowledge, impulsivity, and peer delinquency), along with bullying perpetration and prior delinquency, were regressed onto delinquency measured 1 year later. Because the majority of participants (63.3%) were missing data on the outcome measure, a full information maximum likelihood (FIML) with auxiliary variables was performed. The results of a preliminary confirmatory factor analysis demonstrated that the bullying and delinquency scales employed in this study were assessing separate constructs. The main analysis revealed that parental knowledge, impulsivity, bullying, and precursor delinquency predicted delinquency one year later.

Keywords

bullying delinquency prospective data

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References

Akers

R. L.

(1991). Self-control as a general theory of crime. Journal of Quantitative Criminology, 7, 201-211.

Akers

R. L.

(1998). Social learning and social structure: A general theory of crime and deviance. Boston, MA: Northeastern University Press.

Allison

P. D.

(2012). Handling missing data by maximum likelihood (SAS Global Forum 2012, Paper 312-2012). Cary, NC: SAS Institute.

Arthur

M. W.

Hawkins

J. D.

Pollard

J. A.

Catalano

R. F.

Baglioni

A. J.

(2002). Measuring risk and protective factors for substance use, delinquency, and other adolescent problem behaviors: The Communities That Care Youth Survey. Evaluation Review, 26, 573-601.

Baldry

A. C.

Farrington

D. P.

(2000). Bullies and delinquents: Personal characteristics and parental styles. Journal of Community & Applied Social Psychology, 10, 17-31.

Bandura

(1973). Aggression: A social learning analysis. Oxford, UK: Prentice Hall.

Bandura

(1977). Social learning theory. New York, NY: General Learning Press.

Bandura

(1986). Social foundations of thought and action: A social cognitive theory. Englewood Cliffs, NJ: Prentice Hall.

Bender

Lösel

(2011). Bullying at school as a predictor of delinquency, violence and other anti-social behaviour in adulthood. Criminal Behaviour and Mental Health, 21, 99-106.

10.

Bosworth

Espelage

(1995). Teen Conflict Survey. Bloomington: Center for Adolescent Studies, Indiana University.

11.

Cole

D. A.

Maxwell

S. E.

(2003). Testing mediational models with longitudinal data: Questions and tips in the use of structural equation modeling. Journal of Abnormal Psychology, 112, 558-577.

12.

Collins

L. M.

Schafer

J. L.

Kam

C. M.

(2001). A comparison of inclusive and restrictive strategies in modern missing data procedures. Psychological Methods, 6, 330-351.

13.

Cook

C. R.

Williams

K. R.

Guerra

N. G.

Kim

T. E.

Sadek

(2010). Predictors of bullying and victimization in childhood and adolescence: A meta-analytic investigation. School Psychology Quarterly, 25, 65-83.

14.

Cullen

F. T.

Unnever

J. D.

Hartman

J. L.

Turner

M. G.

Agnew

(2008). Gender, bullying victimization, and juvenile delinquency: A test of general strain theory. Victims & Offenders, 3, 331-349.

15.

Espelage

D. L.

Asidao

C. S.

(2001). Conversations with middle school students about bullying and victimization: Should we be concerned? Journal of Emotional Abuse, 2, 49-62.

16.

Espelage

D. L.

Holt

M. K.

(2001). Bullying and victimization during early adolescence: Peer influences and psychosocial correlates. Journal of Emotional Abuse, 2, 123-142.

17.

Espelage

D. L.

Low

S. K.

Anderson

De La Rue

(2014). Bullying, sexual, and dating violence trajectories from early to late adolescence (Report submitted to the National Institute of Justice Grant #2011-MU-FX-0022). Washington, DC: National Institute of Justice.

18.

Espelage

D. L.

Swearer

S. M.

(2009). Contributions of three social theories to understanding bullying perpetration and victimization among school-aged youth. In Harris

M. J.

(Ed.), Bullying, rejection, & peer victimization: A social cognitive neuroscience perspective (pp. 151-170). New York, NY: Springer.

19.

Farrington

D. P.

Gaffney

Lösel

Ttofi

M. M.

(2017). Systematic reviews of the effectiveness of developmental prevention programs in reducing delinquency, aggression, and bullying. Aggression and Violent Behavior, 33, 91-106.

20.

Golmaryami

F. N.

Frick

P. J.

Hemphill

S. A.

Kahn

R. E.

Crapanzano

A. M.

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, 381-391.

21.

Holt

M. K.

Kantor

G. K.

Finkelhor

(2009). Parent/child concordance about bullying involvement and family characteristics related to bullying and peer victimization. Journal of School Violence, 8, 42-63.

22.

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.

23.

Huebner

A. J.

Betts

S. C.

(2002). Exploring the utility of social control theory for youth development. Youth & Society, 34, 123-145.

24.

Jessor

S. L.

(1977). Problem behavior and psychosocial development: A longitudinal study of youth. New York, NY: Academic Press.

25.

Jiang

Walsh

Augimeri

L. K.

(2011). The linkage between childhood bullying behaviour and future offending. Criminal Behaviour and Mental Health, 21, 128-135.

26.

Kerr

Stattin

(2000). What parents know, how they know it, and several forms of adolescent adjustment: Further support for a reinterpretation of monitoring. Developmental Psychology, 36, 366-380.

27.

Konishi

Hymel

(2009). Bullying and stress in early adolescence: The role of coping and social support. Journal of Early Adolescence, 29, 333-356.

28.

Lee

Liu

Watson

M. W.

(2016). The timing effect of bullying in childhood and adolescence on developmental trajectories of externalizing behaviors. Journal of Interpersonal Violence, 31, 2775-2800.

29.

Lucia

(2016). Correlates of bullying in Switzerland. European Journal of Criminology, 13, 50-66.

30.

Moffitt

T. E.

(1993). Adolescence-limited and life-course-persistent antisocial behavior: A developmental taxonomy. Psychological Review, 100, 674-701.

31.

Muthén

(1998-2007). Mplus user’s guide (5th ed.). Los Angeles, CA: Author.

32.

Nagin

D. S.

Tremblay

R. E.

(1999). Trajectories of boys’ physical aggression, opposition, and hyperactivity on the path to physically violent and nonviolent juvenile delinquency. Child Development, 70, 1181-1196.

33.

Nansel

T. R.

Overpeck

Pilla

R. S.

Ruan

W. J.

Simons-Morton

Scheidt

(2008). Bullying behaviors among US youth: Prevalence and association with psychosocial adjustment. Journal of the American Medical Association, 285, 2094-2100.

34.

Nishino

Ujiie

Ninomiya

Igarashi

Inoue

Yamamoto

(2009). A longitudinal study of the trajectories of deviant behavior among junior high school students. Japanese Journal of Psychology, 80, 17-24.

35.

Pellegrini

A. D.

Bartini

Brooks

(1999). School bullies, victims, and aggressive victims: Factors relating to group affiliation and victimization in early adolescence. Journal of Educational Psychology, 91, 216-224.

36.

Peyre

Leplége

Coste

(2011). Missing data methods for dealing with missing items in quality of life questionnaires: A comparison by simulation of personal mean score, full information maximum likelihood, multiple imputation, and hot deck techniques applied to the SF-36 in the French 2003 decennial health survey. Quality of Life Research, 20, 287-300.

37.

Pratt

T. C.

Cullen

F. T.

(2000). The empirical status of Gottfredson and Hirschi’s general theory of crime: A meta-analysis. Criminology, 38, 931-964.

38.

Shadish

W. R.

Cook

T. D.

Campbell

D. T.

(2002). Experimental and quasi-experimental designs for generalized causal inference. Boston, MA: Houghton Mifflin Harcourt.

39.

Sigfusdottir

I. D.

Gudjonsson

G. H.

Sigurdsson

J. F.

(2010). Bullying and delinquency: The mediating role of anger. Personality and Individual Differences, 48, 391-396.

40.

Sourander

Jensen

Ronning

J. A.

Niemela

Helenius

. . . Almqvist

(2007). What is the early adulthood outcome of boys who bully or are bullied in childhood? The Finnish “from a boy to a man” study. Pediatrics, 120, 397-404.

41.

Ttofi

M. M.

Farrington

D. P.

Lösel

Loeber

(2011). The predictive efficiency of school bullying versus later offending: A systematic/meta-analytic review of longitudinal studies. Criminal Behaviour and Mental Health, 21, 80-89.

42.

White

N. A.

Loeber

(2008). Bullying and special education as predictors of serious delinquency. Journal of Research in Crime & Delinquency, 45, 380-397.

43.

Wiklund

Ruchkin

V. V.

Koposov

R. A.

af Klinteberg

(2014). Pro-bullying attitudes among incarcerated juvenile delinquents: Antisocial behavior, psychopathic tendencies and violent crime. International Journal of Law and Psychiatry, 37, 281-288.

44.

Young

Johnson

D. R.

(2013). Methods for handling missing secondary respondent data. Journal of Marriage and Family, 75, 221-234.

45.

C. Y.

(2002). Evaluating cutoff criteria of model fit indices for latent variable models with binary and continuous outcomes (Doctoral dissertation). University of California, Los Angeles.