Skip to main content
Log in

Peer Victimization and Aggression: Moderation by Individual Differences in Salivary Cortiol and Alpha-Amylase

  • Published:
Journal of Abnormal Child Psychology Aims and scope Submit manuscript

Abstract

This research examined whether variations in salivary measures of the hypothalamic-pituitary-adrenal axis (cortisol) and autonomic nervous system (alpha amylase [sAA]) contribute to individual differences in the association between peer victimization and aggression. Children (N = 132; M age = 9.46 years, SD = 0.33) completed a measure of peer victimization, teachers rated children’s aggression, and children’s saliva was collected prior to, and following, participation in a laboratory-based peer-oriented social challenge task. Children rated their level of frustration at the end of the task. Results revealed that victimization interacted with cortisol and sAA measured in anticipation of the task to predict aggression; the victimization × cortisol contribution to aggression was partly mediated by children’s self-reported frustration level. Victimization also was associated with heightened frustration in girls with high task-related sAA reactivity. Task-related sAA reactivity was associated with heightened aggression, but only for girls. These findings suggest that associations between peer victimization and aggression are moderated by variation in the activity of the major components of the psychobiology of stress; results are discussed in relation to theoretical models of individual differences in biological sensitivity to context.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  • Afifi, T. D., Granger, D. A., Aldeis, D., Joseph, A., & Denes, A. (2009). The influence of divorce and parents’ communication skills on adolescents’ and young adults’ stress reactivity and recovery. Manuscript submitted for publication.

  • Aiken, L. S., & West, S. G. (1991). Multiple regression: Testing and interpreting interactions. Newbury Park: Sage.

    Google Scholar 

  • Bauer, D. J., & Curran, P. J. (2005). Probing interactions in fixed and multilevel regression: inferential and graphical techniques. Multivariate Behavioral Research, 40, 373–400.

    Article  Google Scholar 

  • Bauer, A. M., Quas, J. A., & Boyce, W. T. (2002). Associations between physiological reactivity and children’s behavior: advantages of a multisystem approach. Journal of Developmental Behavioral Pediatrics, 23, 102–113.

    Google Scholar 

  • Beauchaine, T. P., Hong, J., & Marsh, P. (2008). Sex differences in autonomic correlates of conduct problems and aggression. Journal of the American Academy of Child and Adolescent Psychiatry, 47, 788–796.

    Article  PubMed  Google Scholar 

  • Belsky, J., Bakermans-Kranenburg, M. J., & van IJzendoorn, M. H. (2007). For better and for worse: differential susceptibility to environmental influences. Current Directions in Psychological Science, 16, 300–304.

    Article  Google Scholar 

  • Bollmer, J. M., Harris, M. J., & Milich, R. (2006). Reactions to bullying and peer victimization: narratives, physiological arousal, and personality. Journal of Research in Personality, 40, 803–828.

    Article  Google Scholar 

  • Boyce, W. T., & Ellis, B. J. (2005). Biological sensitivity to context: I. An evolutionary-developmental theory of the origins and functions of stress reactivity. Development and Psychopathology, 17, 271–301.

    Article  PubMed  Google Scholar 

  • Bryk, A. S., & Raudenbush, S. W. (1992). Hierarchical linear models: Applications and data analysis methods. Thousand Oaks: Sage.

    Google Scholar 

  • Chatterton, R. T., Jr., Vogelsong, K. M., Lu, Y. C., & Hudgens, G. A. (1997). Hormonal responses to psychological stress in men preparing for skydiving. Journal of Clinical Endocrinology and Metabolism, 82, 2503–2509.

    Article  PubMed  Google Scholar 

  • Chrousos, G. P., & Gold, P. W. (1992). The concepts of stress and stress system disorders. Journal of the American Medical Association, 267, 1244–1252.

    Article  PubMed  Google Scholar 

  • Cicchetti, D., & Rogosch, F. A. (2001). The impact of child maltreatment and psychopathology on neuroendocrine functioning. Development and Psychopathology, 13, 783–804.

    PubMed  Google Scholar 

  • Crick, N. R. (1996). The role of overt aggression, relational aggression, and prosocial behavior in the prediction of children’s future social adjustment. Child Development, 67, 2317–2327.

    Article  PubMed  Google Scholar 

  • Crick, N. R., & Dodge, K. A. (1996). Social information-processing mechanisms in reactive and proactive aggression. Child Development, 67, 993–1002.

    Article  PubMed  Google Scholar 

  • Crick, N. R., & Grotpeter, J. K. (1996). Children’s treatment by peers: victims of relational and overt aggression. Development and Psychopathology, 8, 367–380.

    Article  Google Scholar 

  • El-Sheikh, M., Buckhalt, J. A., Erath, S. A., Granger, D. A., & Mize, J. (2008). Cortisol and children’s adjustment: the moderating role of sympathetic nervous system activity. Journal of Abnormal Child Psychology, 36, 601–611.

    Article  PubMed  Google Scholar 

  • El-Sheikh, M., Kouros, C. D., Erath, S., Cummings, E. M., Keller, P., Staton, L., et al. (2009). Marital conflict and children’s externalizing behavior: interactions between sympathetic and parasympathetic nervous system activity. Monographs of the Society for Research in Child Development, 74, 1–55.

    Google Scholar 

  • Fortunato, C. K., Dribin, A. E., Granger, D. A., & Buss, K. A. (2008). Salivary alpha-amylase and cortisol in toddlers: differential relations with affective behavior. Developmental Psychobiology, 50, 807–818.

    Article  PubMed  Google Scholar 

  • Frigerio, A., Ceppi, E., Rusconi, M., Giorda, R., Raggi, M. E., & Fearon, P. J. (2009). The role played by the interaction between genetic factors and attachment in the stress response in infancy. Journal of Child of Psychology and Psychiatry, 50, 1513–1522.

    Article  Google Scholar 

  • Gibson, E. L., Checkley, S., Papadopoulos, A., Poon, L., Daley, S., & Wardle, J. (1999). Increased salivary cortisol reliably induced by a protein-rich midday meal. Psychosomatic Medicine, 61, 214–24.

    PubMed  Google Scholar 

  • Gordis, E. B., Granger, D. A., Susman, E. J., & Trickett, P. K. (2006). Asymmetry between salivary cortisol and alpha amylase reactivity to stress: relation to aggressive behavior in adolescents. Psychoneuroendocrinology, 31, 976–987.

    Article  PubMed  Google Scholar 

  • Graham, S., & Juvonen, J. (1998). Self-blame and peer victimization in middle school: an attributional analysis. Developmental Psychology, 34, 538–587.

    Article  Google Scholar 

  • Granger, D. A., Hibel, L. C., Fortunato, C. K., & Kapelewski, C. H. (2009). Medication effects on saliva cortisol: tactics and strategy to minimize impact in behavioral and developmental science. Psychoneuroendocrinology, 34, 1437–1448.

    Article  PubMed  Google Scholar 

  • Granger, D. A., Kivlighan, K. T., Blair, C., El-Sheikh, M., Mize, J., Lisonbee, J. A., et al. (2006). Integrating the measurement of salivary α-amylase into studies of child health, development, and social relationships. Journal of Personal and Social Relationships. Special Issue: Physiology and Human Relationships, 23, 267–290.

    Google Scholar 

  • Granger, D. A., Kivlighan, K. T., El-Sheikh, M., Gordis, E., & Stroud, L. R. (2007a). Salivary alpha-amylase in biobehavioral research: recent developments and applications. Annals of the New York Academy of Sciences, 1098, 122–144.

    Article  Google Scholar 

  • Granger, D. A., Kivlighan, K. T., Fortunato, C., Harmon, A. G., Hibel, L. C., Schwartz, E. B., et al. (2007b). Integration of salivary biomarkers into developmental and behaviorally-oriented research: problems and solutions for collecting specimens. Physiology and Behavior, 92, 583–590.

    Article  Google Scholar 

  • Gunnar, M. R., & Vazquez, D. M. (2006). Stress neurobiology and developmental psychopathology. In D. Cicchetti & D. Cohen (Eds.), Developmental psychopathology: Vol. 2. Developmental neuroscience (2nd ed., pp. 533–577). New York: Wiley.

    Google Scholar 

  • Gunnar, M. R., Talge, N. M., & Herrera, A. (2009a). Stressor paradigms in developmental studies: what does and does not work to produce mean increases in salivary cortisol. Psychoneuroendocrinology, 34, 953–967.

    Article  Google Scholar 

  • Gunnar, M. R., Wewerka, S., Frenn, K., Long, J. D., & Griggs, C. (2009b). Developmental changes in HPA activity over the transition to adolescence: normative changes and associations with puberty. Development and Psychopathology, 21, 69–85.

    Article  Google Scholar 

  • Hamilton, L. D., Newman, M. L., Delville, C. L., & Delville, Y. (2008). Physiological stress response of young adults exposed to bullying during adolescence. Physiology and Behavior, 95, 617–624.

    Article  PubMed  Google Scholar 

  • Hazler, R. J., Carney, J. V., & Granger, D. A. (2006). Integrating biological measures into the study of bullying. Journal of Counseling and Development, 84, 298–307.

    Google Scholar 

  • Henry, J. P. (1992). Biological basis of the stress response. Integrative Physiological and Behavioral Science, 27, 66–83.

    Article  PubMed  Google Scholar 

  • Hubbard, J. A., Smithmyer, C. M., Ramsden, S. R., Parker, E. H., Flanagan, K. D., Dearing, K. F., et al. (2002). Observational, physiological, and self-report measures of children’s anger: relations to reactive versus proactive aggression. Child Development, 73, 1101–1118.

    Article  PubMed  Google Scholar 

  • Keller, P. S., & El-Sheikh, M. (2009). Salivary alpha-amylase as a longitudinal predictor of children’s externalizing symptoms: respiratory sinus arrhythmia as a moderator of effects. Psychoneuroendocrinology, 34, 633–643.

    Article  PubMed  Google Scholar 

  • Kenny, D. A., Kashy, D. A., & Cook, W. L. (2006). Dyadic data analysis. New York: Guilford.

    Google Scholar 

  • Klimes-Dougan, B., Hastings, P. D., Granger, D. A., Usher, B. A., & Zahn-Waxler, C. (2001). Adrenocortical activity in at-risk and normally developing adolescents: individual differences in salivary cortisol basal levels, diurnal variation, and responses to social challenges. Development and Psychopathology, 13, 695–719.

    Article  PubMed  Google Scholar 

  • Ladd, G. W., & Kochenderfer-Ladd, B. (2002). Identifying victims of peer aggression from early to middle childhood: analysis of cross-informant data for concordance, estimation of relational adjustment, prevalence of victimization, and characteristics of identified victims. Psychological Assessment, 14, 74–96.

    Article  PubMed  Google Scholar 

  • Lochman, J. E., & Dodge, K. A. (1998). Distorted perceptions in dyadic interactions of aggressive and nonaggressive boys: effects of prior expectations, context, and boys’ age. Development and Psychopathology, 10, 495–512.

    Article  PubMed  Google Scholar 

  • Lopez-Duran, N. L., Olson, S. L., Hajal, N. J., Felt, B. T., & Vazquez, D. M. (2009). Hypothalamic pituitary adrenal axis functioning in reactive and proactive aggression in children. Journal of Abnormal Child Psychology, 37, 169–182.

    Article  PubMed  Google Scholar 

  • Lorber, M. (2004). The psychophysiology of aggression, psychopathy, and conduct problems: a meta-analysis. Psychological Bulletin, 130, 531–552.

    Article  PubMed  Google Scholar 

  • Lundberg, U., & Frankenhaeuser, M. (1980). Pituitary-adrenal and sympathetic-adrenal correlates of distress and effort. Journal of Psychosomatic Research, 24, 125–130.

    Article  PubMed  Google Scholar 

  • Muller, D., Judd, C. M., & Yzerbyt, V. Y. (2005). When moderation is mediated and mediation is moderated. Journal of Personality and Social Psychology, 89, 852–863.

    Article  PubMed  Google Scholar 

  • Murray-Close, D., Han, G., Cicchetti, D., Crick, N. R., & Rogosch, F. A. (2008). Neuroendocrine regulation and physical and relational aggression: the moderating roles of child maltreatment and gender. Development and Psychopathology, 44, 1160–1176.

    Google Scholar 

  • Nater, U. M., & Rohleder, N. (2009). Salivary alpha-amylase as a non-invasive biomarker for the sympathetic nervous system: current state of research. Psychoneuroendocrinology, 34, 486–496.

    Article  PubMed  Google Scholar 

  • Nater, U. M., Rohleder, N., Gaab, J., Berger, S., Jud, A., Kirschbaum, C., et al. (2005). Human salivary alpha-amylase reactivity in a psychosocial stress paradigm. International Journal of Psychophysiology, 55, 333–342.

    Article  PubMed  Google Scholar 

  • Nater, U. M., La Marca, R., Florin, L., Moses, A., Langhans, W., Koller, M. M., et al. (2006). Stress-induced changes in human salivary alpha-amylase activity—Associations with adrenergic activity. Psychoneuroendocrinology, 31, 49–58.

    Article  PubMed  Google Scholar 

  • Obradovic, J., Bush, N. R., Stamperdahl, J., Adler, N. E., & Boyce, W. T. (2010). Biological sensitivity to context: the interactive effects of stress reactivity and family adversity on socioemotional behavior and school readiness. Child Development, 81, 270–289.

    Article  PubMed  Google Scholar 

  • Ortiz, J., & Raine, A. (2004). Heart rate level and antisocial behavior in children and adolescents: a meta-analysis. Journal of the American Academy of Child and Adolescent Psychiatry, 43, 154–162.

    Article  PubMed  Google Scholar 

  • Powers, S. I., Laurent, H. K., & Granger, D. A. (2009). Individual coordination and dyadic attunement of HPA and SNS reactions to relationship conflict in dating couples. Manuscript submitted for publication.

  • Raine, A. (2002). Biosocial studies of antisocial and violent behavior in children and adults: a review. Journal of Abnormal Child Psychology, 30, 311–326.

    Article  PubMed  Google Scholar 

  • Rudolph, K. D., Troop-Gordon, W., & Flynn, M. (2009). Relational victimization predicts children’s social-cognitive and self-regulatory responses in a challenging peer context. Developmental Psychology, 45, 1444–1454.

    Article  PubMed  Google Scholar 

  • Salmivalli, C., Karhunen, J., & Lagerspetz, K. M. J. (1996). How do the victims respond to bullying? Aggressive Behavior, 22, 99–109.

    Article  Google Scholar 

  • Scarpa, A. (1997). Aggression in physically abused children: The interactive role of emotion regulation. In A. Raine, P. A. Brennan, D. P. Farrington, & S. A. Mednick (Eds.), Biosocial bases of violence (pp. 341–344). New York: Plenum.

    Google Scholar 

  • Scarpa, A., Friedman, B. H., Smalley, K., & Luscher, K. A. (1997). Physiological reactivity moderates stress-induced mood [Abstract]. Psychophysiology, 34(Suppl), 78.

    Google Scholar 

  • Scarpa, A., Fikretoglu, D., & Luscher, K. (2000). Community violence exposure in a young adult sample: II. Psychophysiology and aggressive behavior. Journal of Community Psychology, 28, 417–426.

    Article  Google Scholar 

  • Scarpa, A., & Ollendick, T. H. (2003). Community violence exposure in a young adult sample: III. Psychophysiology and victimization interact to affect risk for aggression. Journal of Community Psychology, 31, 321–338.

    Article  Google Scholar 

  • Scarpa, A., & Raine, A. (1997). Psychophysiology of anger and violent behavior. Psychiatric Clinics of North America, 20, 375–394.

    Article  PubMed  Google Scholar 

  • Scarpa, A., & Raine, A. (2007). Biosocial bases of violence. In D. J. Flannery, A. T. Vazsonyi, & I. D. Waldman (Eds.), The Cambridge handbook of violent behavior and aggression (pp. 151–169). NY: Cambridge University Press.

    Google Scholar 

  • Scerbo, A. S., & Kolko, D. J. (1994). Salivary testosterone and cortisol in disruptive children: relationship to aggressive, hyperactive, and internalizing behaviors. Journal of the American Academy of Child and Adolescent Psychiatry, 33, 1174–1184.

    Article  PubMed  Google Scholar 

  • Schachter, S., & Singer, J. (1962). Cognitive, social, and physiological determinants of emotional state. Psychological Review, 1962(69), 379–399.

    Article  Google Scholar 

  • Shirtcliff, E. A., Granger, D. A., Booth, A., & Johnson, D. (2005). Low salivary cortisol levels and externalizing behavior problems in youth. Development and Psychopathology, 171, 167–184.

    Google Scholar 

  • Sobel, M. E. (1982). Asymptotic intervals for indirect effects in structural equations models. In S. Leinhart (Ed.), Sociological methodology 1982 (pp. 290–312). San Francisco: Jossey-Bass.

    Google Scholar 

  • Solberg, M. E., & Olweus, D. (2003). Prevalence estimation of school bullying with the Olweus Bully/Victim Questionnaire. Aggressive Behavior, 29, 239–268.

    Article  Google Scholar 

  • Stroud, L. R., Foster, E., Papandonatos, G., Handwerger, K., Granger, D. A., Kivlighan, K. T., et al. (2009). Stress response and the adolescent transition: performance versus social rejection stress. Development and Psychopathology, 21, 47–68.

    Article  PubMed  Google Scholar 

  • Sullivan, T. N., Farrell, A. D., & Kliewer, W. (2006). Per victimization in early adolescence: association between physical and relational victimization and drug use, aggression, and delinquent behaviors among urban middle school students. Development and Psychopathology, 18, 119–137.

    Article  PubMed  Google Scholar 

  • Susman, E. J., Dockray, S., Granger, D. A., Blades, K. T., Randazzo, J. A., & Dorn, L. D. (2010). Cortisiol and alpha amylase reactivity and timing of puberty: Vulnerabilities for antisocial behavior in young adolescents. Psychoneuroendocrinology, in press.

  • Taylor, S. E., Klein, L. C., Lewis, B. P., Gruenewald, T. L., Gurung, R. A. R., & Updegraff, J. A. (2000). Biobehavioral responses to stress in females: tend-and-befriend, not fight-or-flight. Psychological Review, 107, 411–429.

    Article  PubMed  Google Scholar 

  • van Bokhoven, I., Matthys, W., Van Goozen, S. H. M., & Van Engeland, H. (2005a). Prediction of adolescent outcome in children with disruptive behaviour disorders: a study of neurobiological, psychological and family factors. European Child and Adolescent Psychiatry, 14, 153–163.

    Article  Google Scholar 

  • van Bokhoven, I., van Goozen, S. H. M., van Engeland, H., Schaal, B., Arseneault, L., Se’guin, J. R., et al. (2005b). Salivary cortisol and aggression in a population-based longitudinal study of adolescent males. Journal of Neural Transmission, 112, 1083–1096.

    Article  Google Scholar 

  • van Goozen, S. H. M., Fairchild, G., Snoek, H., & Harold, G. T. (2007). The evidence for a neurobiological model of childhood antisocial behavior. Psychological Bulletin, 133, 149–182.

    Article  PubMed  Google Scholar 

  • van Goozen, S. H. M., Matthys, W., Cohen-Kettenis, P. T., Gispen-de Wied, C., Wiegant, V. M., & Van Engeland, H. (1998). Salivary cortisol and cardiovascular activity during stress in oppositional-defiant disorder boys and normal controls. Biological Psychiatry, 43, 531–539.

    Article  PubMed  Google Scholar 

  • West, S. G., Granger, D. A., Kivlighan, K. T., & Hurston, K. L. (2006). Salivary alpha-amylase response to the cold pressor is corraled with cardiac markers of sympathetic activation—Abstract. Psychosomatic Medicine, 68, A4–A5.

    Google Scholar 

  • Yim, I., Granger, D. A., & Quas, J. A. (2010). Children’s and adults’ salivary alpha-amylase responses to a laboratory stressor and to verbal recall of the stressor. Developmental Psychobiology, in press.

  • Zahn, T. P., & Kruesi, M. J. P. (1993). Autonomic activity in boys with disruptive behavior disorders. Psychophysiology, 30, 605–614.

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

We would like to thank the families and schools who participated in this study. We are grateful to Jamie Abaied, Monica Agoston, Hannah Banagale, Molly Bartlett, Sarah Kang, Megan Flynn, Nicole Llewelyn, and Niwako Sugimura for their assistance in data collection and management. This research was funded by a University of Illinois Arnold O. Beckman Award and National Institute of Mental Health Grant MH68444 awarded to Karen D. Rudolph.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Karen D. Rudolph.

Additional information

In the interest of full disclosure, Douglas A. Granger is the founder and president of Salimetrics LLC (State College, PA).

Rights and permissions

Reprints and permissions

About this article

Cite this article

Rudolph, K.D., Troop-Gordon, W. & Granger, D.A. Peer Victimization and Aggression: Moderation by Individual Differences in Salivary Cortiol and Alpha-Amylase. J Abnorm Child Psychol 38, 843–856 (2010). https://doi.org/10.1007/s10802-010-9412-3

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10802-010-9412-3

Keywords

Navigation