Abstract
Early adolescents vary in their susceptibility to peer influence on delinquency. However, it is still less clear which factors explain this variation and how these factors relate to each other. In this study, 10 factors that may moderate peer influence were investigated. A sample of 868 participants was followed across six occasions from seventh to ninth grade. Multilevel longitudinal models showed that descriptive norms among the classmates, based on aggregated self-reported delinquency, predicted individual delinquent behavior across time. When each factor was considered separately, the effect of classmates’ delinquency was stronger for males and adolescents scoring higher on impulsivity, risk tolerance, social dominance, cool appearance, unstructured spare time activities, and lower parental supervision. No moderation effects were found for age, self-worth, and social acceptance. In a model containing all significant moderators, only male gender remained significant, indicating boys’ higher susceptibility. Implications for theory and preventing negative peer influence are discussed.
|
Allen, J. P., Chango, J., Szwedo, D., Schad, M., Marston, E. (2011). Predictors of susceptibility to peer influence regarding substance use in adolescence. Child Development, 83, 337-350. Google Scholar | Crossref | Medline | ISI | |
|
Araos, C., Cea, M., Fernández, M., Valenzuela, E. (2014). The role of school context on marijuana use in Chile: A classroom-level analysis. Deviant Behavior, 35, 412-432. Google Scholar | Crossref | ISI | |
|
Bandura, A. (1977). Social learning theory. Morristown, NJ: General Learning Press. Google Scholar | |
|
Baron, R. M., Kenny, D. A. (1986). The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51, 1173-1182. Google Scholar | Crossref | Medline | ISI | |
|
Berndt, T. J. (1979). Developmental changes in conformity to peers and parents. Developmental Psychology, 15, 608-616. Google Scholar | Crossref | ISI | |
|
Bernier, J., Feng, Y., Asakawa, K. (2011). Strategies for handling normality assumptions in multi-level modeling: A case study estimating trajectories of Health Utilities Index mark 3 scores. Health Reports, 22, 45-51. Google Scholar | Medline | ISI | |
|
Bot, S. M., Engels, R. C. M. E., Knibbe, R. A., Meeus, W. H. J. (2005). Friend’s drinking behaviour and adolescent alcohol consumption: The moderating role of friendship characteristics. Addictive Behaviors, 30, 929-947. Google Scholar | Crossref | Medline | ISI | |
|
Busching, R., Krahé, B. (2015). The girls set the tone: Gendered classroom norms and the development of aggression in adolescence. Personality and Social Psychology Bulletin, 41, 659-676. Google Scholar | SAGE Journals | ISI | |
|
Cialdini, R. B., Kallgren, C. A., Reno, R. R. (1990). A focus theory of normative conduct: A theoretical refinement and reevaluation of the role of norms in human behavior. Advances in Experimental Social Psychology, 24, 201-234. Google Scholar | Crossref | ISI | |
|
Cohen, G. L., Prinstein, M. J. (2006). Peer contagion of aggression and health risk behavior among adolescent males: An experimental investigation of effects on public conduct and private attitudes. Child Development, 77, 967-983. Google Scholar | Crossref | Medline | ISI | |
|
Crosnoe, R., Erickson, K. G., Dornbusch, S. M. (2002). Protective functions of family relationships and school factors on the deviant behavior of adolescent boys and girls: Reducing the impact of risky friendships. Youth & Society, 33, 515-544. Google Scholar | SAGE Journals | ISI | |
|
Dishion, T. J., Tipsord, J. M. (2011). Peer contagion in child and adolescent social and emotional development. Annual Review of Psychology, 62, 189-214. Google Scholar | Crossref | Medline | ISI | |
|
Dodge, K. A., Dishion, T. J., Lansford, J. E. (Eds.). (2006). Deviant peer influences in programs for youth. New York, NY: Guilford Press. Google Scholar | |
|
Dodge, K. A., Pettit, G. S. (2003). A biopsychosocial model of the development of chronic conduct problems in adolescence. Developmental Psychology, 39, 349-371. Google Scholar | Crossref | Medline | ISI | |
|
Epstein, J. A., Bang, H., Botvin, G. J. (2007). Which psychosocial factors moderate or directly affect substance use among inner-city adolescents? Addictive Behaviors, 32, 700-713. Google Scholar | Crossref | Medline | ISI | |
|
Fallu, J.-S., Brière, F. N., Vitaro, F., Cantin, S., Borge, A. I. H. (2011). The influence of close friends on adolescent substance use: Does popularity matter? In Ittel, A., Merkens, H., Stecher, L. (Eds.), Jahrbuch Jugendforschung (Vol. 10, pp. 235-262). Wiesbaden, Germany: VS Verlag. Google Scholar | Crossref | |
|
Farrell, A. D., White, K. S. (1998). Peer influences and drug use among urban adolescents: Family structure and parent-adolescent relationship as protective factors. Journal of Consulting and Clinical Psychology, 66, 248-258. Google Scholar | Crossref | Medline | ISI | |
|
Fend, H. (1998). Eltern und Freunde: Soziale Entwicklung im Jugendalter [Parents and friends: Social development in adolescence]. Bern, Switzerland: Huber. Google Scholar | |
|
Fisher, K. W., Shogren, K. A. (2016). The influence of academic tracking on adolescent social networks. Remedial and Special Education, 37, 89-100. doi:10.1177/0741932515616758 Google Scholar | SAGE Journals | ISI | |
|
Fuchs, M., Lamnek, S., Lüdtke, J., Baur, N. (2009). Gewalt an Schulen: 1994-1999-2004 [School violence: 1994-1999-2004] (2nd ed.). Wiesbaden, Germany: VS Verlag. Google Scholar | |
|
Gardner, T. W., Dishion, T. J., Connell, A. M. (2008). Adolescent self-regulation as resilience: Resistance to antisocial behavior within the deviant peer context. Journal of Abnormal Child Psychology, 36, 273-284. Google Scholar | Crossref | Medline | ISI | |
|
Hampel, P., Petermann, F. (2005). Screening psychischer Störungen im Jugendalter [Screening of psychological disorders in adolescents]. Bern, Switzerland: Huber. Google Scholar | |
|
Hawley, P. H. (2003). Prosocial and coercive configurations of resource control in early adolescence: A case for the well-adapted Machiavellian. Merrill-Palmer Quarterly, 49, 279-309. Google Scholar | Crossref | ISI | |
|
Heimer, K. (1996). Gender, interaction, and delinquency: Testing a theory of differential social control. Social Psychology Quarterly, 59, 39-61. Google Scholar | Crossref | ISI | |
|
Henry, D., Guerra, N., Huesmann, R., Tolan, P., VanAcker, R., Eron, L. (2000). Normative influences on aggression in urban elementary school classrooms. American Journal of Community Psychology, 28, 59-81. Google Scholar | Crossref | Medline | ISI | |
|
Hinduja, S., Patchin, J. W. (2008). Cyberbullying: An exploratory analysis of factors related to offending and victimization. Deviant Behavior, 29, 129-156. Google Scholar | Crossref | ISI | |
|
Hu, F. B., Flay, B. R., Hedeker, D., Siddiqui, O., Day, L. E. (1995). The influences of friends’ and parental smoking on adolescent smoking behavior: The effects of time and prior smoking. Journal of Applied Social Psychology, 25, 2018-2047. Google Scholar | Crossref | ISI | |
|
Jaccard, J., Turrisi, R. (2003). Interaction effects in multiple regression (2nd ed.). Thousand Oaks, CA: Sage. Google Scholar | Crossref | |
|
Jang, S. J. (1999). Age-varying effects of family, school, and peers on delinquency: A multilevel modeling test of interactional theory. Criminology, 37, 643-686. Google Scholar | Crossref | ISI | |
|
Junger-Tas, J., Steketee, M., Moll, M. (2010). The Netherlands. In Junger-Tas, J., Marshall, I. H., Enzmann, D., Killias, M., Steketee, M., Gruszczynska, B. (Eds.), Juvenile delinquency in Europe and beyond (pp. 15-28). New York, NY: Springer. Google Scholar | Crossref | |
|
Jürges, H., Schneider, K. (2011). Why young boys stumble: Early tracking, age and gender bias in the German school system. German Economic Review, 12, 371-394. Google Scholar | Crossref | ISI | |
|
Juvonen, J., Galván, A. (2008). Peer influence in involuntary social groups: Lessons from research on bullying. In Prinstein, M. J., Dodge, K. A. (Eds.), Understanding peer influence in children and adolescents (pp. 225-244). New York, NY: Guilford Press. Google Scholar | |
|
Kaplan, H. B. (1980). Deviant behavior in defense of self. New York, NY: Academic Press. Google Scholar | |
|
Kellam, S. G., Ling, X., Merisca, R., Brown, C. H., Ialongo, N. (1998). The effect of the level of aggression in the first grade classroom on the course of malleability of aggressive behavior into middle school. Development and Psychopathology, 10, 165-185. Google Scholar | Crossref | Medline | ISI | |
|
Kiesner, J., Poulin, F., Nicotra, E. (2003). Peer relations across contexts: Individual-network homophily and network inclusion in and after school. Child Development, 74, 1328-1343. Google Scholar | Crossref | Medline | ISI | |
|
LaFontana, K. M., Cillessen, A. H. N. (2002). Children’s perceptions of popular and unpopular peers: A multimethod assessment. Developmental Psychology, 38, 635-647. Google Scholar | Crossref | Medline | ISI | |
|
Lagrange, T. C., Silverman, R. A. (1999). Low self-control and opportunity: Testing the general theory of crime as an explanation for gender differences in delinquency. Criminology, 37, 41-72. Google Scholar | Crossref | ISI | |
|
Laird, R. D., Criss, M. M., Pettit, G. S., Dodge, K. A., Bates, J. E. (2008). Parents’ monitoring knowledge attenuates the link between antisocial friends and adolescent delinquent behavior. Journal of Abnormal Child Psychology, 36, 299-310. Google Scholar | Crossref | Medline | ISI | |
|
Margulies, R. Z., Kessler, R. C., Kandel, D. B. (1977). A longitudinal study of onset of drinking among high-school students. Journal of Studies on Alcohol, 38, 897-912. Google Scholar | Crossref | Medline | ISI | |
|
Mathys, C., Burk, W. J., Cillessen, A. H. N. (2013). Popularity as a moderator of peer selection and socialization of adolescent alcohol, marijuana, and tobacco use. Journal of Research on Adolescence, 23, 513-523. Google Scholar | Crossref | ISI | |
|
McGloin, J. M., Shermer, L. O. (2009). Self-control and deviant peer network structure. Journal of Research in Crime & Delinquency, 46, 35-72. Google Scholar | SAGE Journals | ISI | |
|
Meldrum, R. C., Miller, H. V., Flexon, J. L. (2013). Susceptibility to peer influence, self-control, and delinquency. Sociological Inquiry, 83, 106-129. Google Scholar | Crossref | ISI | |
|
Miller, H. V. (2010). If your friends jumped off of a bridge, would you do it too? Delinquent peers and susceptibility to peer influence. Justice Quarterly, 27, 473-491. Google Scholar | Crossref | ISI | |
|
Moffitt, T. E. (1997). Adolescence-limited and life-course-persistent offending: A complementary pair of developmental theories. In Thornberry, T. P. (Ed.), Developmental theories of crime and delinquency (pp. 11-54). New Brunswick, NJ: Transaction Publishers. Google Scholar | |
|
Moffitt, T. E. (2009). A review of research on the taxonomy of life-course persistent versus adolescence-limited antisocial behaviour. In Cullen, F. T., Wright, J. P., Blevins, K. R. (Eds.), Taking stock: The status of criminological theory (pp. 277-311). New Brunswick, NJ: Transaction Publishers. Google Scholar | |
|
Moreno, M. A., Parks, M. R., Zimmerman, F. J., Brito, T. E., Christakis, D. A. (2009). Display of health risk behaviors on MySpace by adolescents: Prevalence and associations. Archives of Pediatrics & Adolescent Medicine, 163, 27-34. Google Scholar | Crossref | Medline | |
|
Müller, C. M. (2013). Dissoziale Verhaltensweisen und Einstellungen im Längsschnitt erfassen–Entwicklung und Evaluation der “Freiburger Selbst- und Peerauskunftsskalen–Dissozialität” [Assessing antisocial behavior and attitudes in longitudinal research–development and evaluation of the “Fribourg Self- and Peer-Report Scales–antisocial behavior”]. Heilpädagogische Forschung, 39, 2-13. Google Scholar | |
|
Müller, C. M., Hofmann, V. (2016). Does being assigned to a low school track negatively affect psychological adjustment? School Effectiveness and School Improvement, 27, 95-115. Google Scholar | Crossref | ISI | |
|
Müller, C. M., Hofmann, V., Fleischli, J., Studer, F. (2016). Effects of classroom composition on the development of antisocial behavior in lower secondary school. Journal of Research on Adolescence, 26, 345-359. Google Scholar | Crossref | ISI | |
|
Müller, C. M., Minger, M. (2013). Which children and adolescents are most susceptible to peer influence? A systematic review regarding antisocial behavior. Empirische Sonderpädagogik, 2, 107-129. Google Scholar | |
|
Müller, C. M., Zurbriggen, C. L. A. (2016). An overview of classroom composition research on social-emotional outcomes. Introduction to the Special Issue. Journal of Cognitive Education and Psychology, 15, 163-184. Google Scholar | Crossref | ISI | |
|
Murray, J., Farrington, D. P. (2010). Risk factors for conduct disorder and delinquency: Key findings from longitudinal studies. Canadian Journal of Psychiatry, 55, 633-642. Google Scholar | SAGE Journals | ISI | |
|
Newcomb, A. F., Bagwell, C. L. (1995). Children’s friendship relations: A meta-analytic review. Psychological Bulletin, 117, 306-347. Google Scholar | Crossref | ISI | |
|
Parkhurst, J. T., Hopmeyer, A. (1998). Sociometric popularity and peer-perceived popularity: Two distinct dimensions of peer status. The Journal of Early Adolescence, 18, 125-144. Google Scholar | SAGE Journals | ISI | |
|
Prinstein, M. J. (2007). Moderators of peer contagion: A longitudinal examination of depression socialization between adolescents and their best friends. Journal of Clinical Child & Adolescent Psychology, 36, 159-170. Google Scholar | Crossref | Medline | ISI | |
|
Prinstein, M. J., Brechwald, W. A., Cohen, G. L. (2011). Susceptibility to peer influence: Using a performance-based measure to identify adolescent males at heightened risk for deviant peer socialization. Developmental Psychology, 47, 1167-1172. Google Scholar | Crossref | Medline | ISI | |
|
Prinstein, M. J., Dodge, K. A. (Eds.). (2008). Understanding peer influence in children and adolescents. New York, NY: Guilford Press. Google Scholar | |
|
Rasbash, J., Charlton, C., Browne, W. J., Healy, M., Cameron, B. (2009). MLwiN (Version 2.1). Bristol, UK: University of Bristol. Google Scholar | |
|
Raudenbush, S. W., Bryk, A. S. (2002). Hierarchical linear models: Applications and data analysis methods (2nd ed.). Thousand Oaks, CA: Sage. Google Scholar | |
|
Reinke, W. M., Walker, H. M. (2006). Deviant peer effects in education. In Dodge, K. A., Dishion, T. J., Lansford, J. E. (Eds.), Deviant peer influences in programs for youth: Problems and solutions (pp. 122-140). New York, NY: Guilford Press. Google Scholar | |
|
Reynolds, W. M. (2001). Reynolds Adolescent Adjustment Screening Inventory (RAASI). Odessa, USA: Psychological Assessment Resources. Google Scholar | |
|
Rimal, R. N., Real, K. (2003). Understanding the influence of perceived norms on behaviors. Communication Theory, 2, 184-203. Google Scholar | Crossref | ISI | |
|
Rose, A. J., Rudolph, K. D. (2006). A review of sex differences in peer relationship processes: Potential trade-offs for the emotional and behavioral development of girls and boys. Psychological Bulletin, 132, 98-131. Google Scholar | Crossref | Medline | ISI | |
|
Schulenberg, J., Maggs, J. L., Dielman, T. E., Leech, S. L., Kloska, D. D., Laetz, V. B. (1999). On peer influences to get drunk: A panel study of young adolescents. Merrill-Palmer Quarterly, 45, 108-142. Google Scholar | ISI | |
|
Selfhout, M. H. W., Branje, S. J. T., Meeus, W. H. J. (2008). The development of delinquency and perceived friendship quality in adolescent best friendship dyads. Journal of Abnormal Child Psychology, 36, 471-485. Google Scholar | Crossref | Medline | ISI | |
|
Singer, J. D., Willett, J. B. (2003). Applied longitudinal data analysis: Modeling change and event occurrence. New York, NY: Oxford University Press. Google Scholar | Crossref | |
|
Slagt, M., Dubas, J., Dekovic, M., Haselager, G. J. T., van Aken, M. (2015). Longitudinal associations between delinquent behavior of friends and delinquent behavior of adolescents: Moderation by adolescent personality traits. European Journal of Personality, 29, 468-477. Google Scholar | Crossref | ISI | |
|
Stacy, A. W., Sussman, S., Dent, C. W., Burton, D., Flay, B. R. (1992). Moderators of peer social influence in adolescent smoking. Personality and Social Psychology Bulletin, 18, 163-172. Google Scholar | SAGE Journals | ISI | |
|
Stadler, C., Janke, W., Schmeck, K. (2004). Inventar zur Erfassung von Impulsivität, Risikoverhalten und Empathie bei 9- bis 14- jährigen Kindern [Inventory to assess impulsivity, risk tolerance and empathy in 9 to 14 years old children]. Göttingen, Germany: Hogrefe. Google Scholar | |
|
Steinberg, L., Fletcher, A., Darling, N. (1994). Parental monitoring and peer influences on adolescent substance use. Pediatrics, 93, 1060-1064. Google Scholar | Medline | ISI | |
|
Steinberg, L., Monahan, K. C. (2007). Age differences in resistance to peer influence. Developmental Psychology, 43, 1531-1543. Google Scholar | Crossref | Medline | ISI | |
|
Tang, Z., Orwin, R. G. (2009). Marijuana initiation among American youth and its risks as dynamic processes: Prospective findings from a national longitudinal study. Substance Use & Misuse, 44, 195-211. Google Scholar | Crossref | Medline | ISI | |
|
Thomas, D. E., Bierman, K. L., Powers, C. J. The Conduct Problems Prevention Research Group . (2011). The influence of classroom aggression and classroom climate on aggressive-disruptive behavior. Child Development, 82, 751-757. Google Scholar | Crossref | Medline | ISI | |
|
Thornberry, T. P. (1987). Towards an interactional theory of delinquency. Criminology, 25, 863-892. Google Scholar | Crossref | ISI | |
|
Urberg, K. A., Cheng, C. H., Shyu, S. J. (1991). Grade changes in peer influence on adolescent cigarette smoking: A comparison of two measures. Addictive Behaviors, 16, 21-28. Google Scholar | Crossref | Medline | ISI | |
|
Urberg, K. A., Değirmencioğlu, S. M., Pilgrim, C. (1997). Close friend and group influence on adolescent cigarette smoking and alcohol use. Developmental Psychology, 33, 834-844. Google Scholar | Crossref | Medline | ISI | |
|
Urberg, K. A., Luo, Q., Pilgrim, C., Değirmencioğlu, S. M. (2003). A two-stage model of peer influence in adolescent substance use: Individual and relationship-specific differences in susceptibility to influence. Addictive Behaviors, 28, 1243-1256. Google Scholar | Crossref | Medline | ISI | |
|
Van Houtte, M. (2004). Tracking effects on school achievement: A quantitative explanation in terms of the academic culture of school staff. American Journal of Education, 110, 354-388. Google Scholar | Crossref | ISI | |
|
Van Houtte, M. (2006). School type and academic culture: Evidence for the differentiation polarization theory. Journal of Curriculum Studies, 38, 273-292. Google Scholar | Crossref | ISI | |
|
Van Houtte, M., Stevens, P. A. J. (2008). Sense of futility: The missing link between track position and self-reported school misconduct. Youth & Society, 40, 245-264. Google Scholar | SAGE Journals | ISI | |
|
Vitaro, F., Brendgen, M., Tremblay, R. E. (2000). Influence of deviant friends on delinquency: Searching for moderator variables. Journal of Abnormal Child Psychology, 28, 313-325. Google Scholar | Crossref | Medline | ISI | |
|
Vitaro, F., Wanner, B., Brendgen, M., Gosselin, C., Gendreau, P. L. (2004). Differential contribution of parents and friends to smoking trajectories during adolescence. Addictive Behaviors, 29, 831-835. Google Scholar | Crossref | Medline | ISI | |
|
Warr, M. (2002). Companions in crime: The social aspects of criminal conduct. Cambridge, UK: Cambridge University Press. Google Scholar | Crossref | |
|
Wright, B. R. E., Caspi, A., Moffitt, T. E., Silva, P. A. (2001). The effects of social ties on crime vary by criminal propensity: A life-course model of interdependence. Criminology, 39, 321-352. Google Scholar | Crossref | ISI | |
|
Zimmerman, M. A., Copeland, L. A., Shope, J. T., Dielman, T. E. (1997). A longitudinal study of self-esteem: Implications for adolescent development. Journal of Youth and Adolescence, 26, 117-141. Google Scholar | Crossref | ISI |

