Hostname: page-component-76fb5796d-wq484 Total loading time: 0 Render date: 2024-04-26T08:39:31.368Z Has data issue: false hasContentIssue false

Indirect aggression, anxiety, and empathy: Disaggregating between and within person longitudinal associations during childhood and adolescence

Published online by Cambridge University Press:  23 December 2021

Ann H. Farrell
Affiliation:
Counselling Psychology, Faculty of Education, University of Ottawa, Ottawa, ON, Canada
Tracy Vaillancourt*
Affiliation:
Counselling Psychology, Faculty of Education, University of Ottawa, Ottawa, ON, Canada School of Psychology, Faculty of Social Sciences, University of Ottawa, Ottawa, ON, Canada
*
Corresponding author: Tracy Vaillancourt, email: tracy.vaillancourt@uottawa.ca

Abstract

Although indirectly aggressive behavior and anxiety symptoms can co-occur, it is unclear whether anxiety is an antecedent or outcome of indirect aggression at the individual level and whether other personality traits can contribute to these longitudinal associations. Therefore, the between- and within-person associations among indirect aggression, anxiety symptoms, and empathic concern were examined across adolescence from ages 11 to 16 in a cohort of individuals followed annually (N = 700; 52.9% girls; 76.0% White) controlling for direct aggression and demographic variables. Results of autoregressive latent trajectory models with structured residuals supported an acting out model at the within-person level. Specifically, anxiety symptoms positively predicted indirect aggression and indirect aggression negatively predicted empathic concern at each adjacent time point. These findings suggest that methods of reducing worries about the self and increasing healthy self-confidence could prevent indirect aggression and help build concern and compassion toward others.

Type
Regular Article
Copyright
© The Author(s), 2021. Published by Cambridge University Press

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

American Psychiatric Association (2013). Diagnostic and statistical manual of mental disorders (5th ed.). Arlington, VA: Author.CrossRefGoogle Scholar
Archer, J., & Coyne, S. M. (2005). An integrated review of indirect, relational, and social aggression. Personality and Social Psychology Review, 9(3), 212230. https://doi.org/10.1207/s15327957pspr0903_2 CrossRefGoogle ScholarPubMed
Batanova, M. D., & Loukas, A. (2011). Social anxiety and aggression in early adolescents: Examining the moderating roles of empathic concern and perspective taking. Journal of Youth and Adolescence, 40(11), 15341543. https://doi.org/10.1007/s10964-011-9634-x CrossRefGoogle ScholarPubMed
Benjamini, Y., & Hochberg, Y. (1995). Controlling the false discovery rate: A practical and powerful approach to multiple testing. Journal of the Royal Statistical Society Series B, 57(1), 289300. https://doi.org/10.2307/2346101 Google Scholar
Berry, D., & Willoughby, M. T. (2017). On the practical interpretability of cross-lagged panel models: Rethinking a developmental workhorse. Child Development, 88(4), 11861206. https://doi.org/10.1111/cdev.12660 CrossRefGoogle ScholarPubMed
Björkqvist, K., Lagerspetz, K. M., & Kaukiainen, A. (1992). Do girls manipulate and boys fight? Developmental trends in regard to direct and indirect aggression. Aggressive Behavior, 18(2), 117127. https://doi.org/10.1002/1098-2337(1992)18:2<117::AID-AB2480180205>3.0.CO;2-3 3.0.CO;2-3>CrossRefGoogle Scholar
Blain-Arcaro, C., & Vaillancourt, T. (2017). Longitudinal associations between depression and aggression in children and adolescents. Journal of Abnormal Child Psychology, 45(5), 959970. https://doi.org/10.1007/s10802-016-0204-2 CrossRefGoogle ScholarPubMed
Blain-Arcaro, C., & Vaillancourt, T. (2019). Longitudinal associations between externalizing problems and symptoms of depression in children and adolescents. Journal of Clinical Child & Adolescent Psychology, 48(1), 108119. https://doi.org/10.1080/15374416.2016.1270830 CrossRefGoogle ScholarPubMed
Broeren, S., Muris, P., Diamantopoulou, S., & Baker, J. R. (2013). The course of childhood anxiety symptoms: Developmental trajectories and child-related factors in normal children. Journal of Abnormal Child Psychology, 41(1), 8195. https://doi.org/10.1007/s10802-012-9669-9 CrossRefGoogle ScholarPubMed
Browne, M. W., & Cudeck, R. (1992). Alternative ways of assessing model fit. Sociological Methods & Research, 21(2), 230258. https://doi.org/10.1177/0049124192021002005 CrossRefGoogle Scholar
Bubier, J. L., & Drabick, D. A. (2009). Co-occurring anxiety and disruptive behavior disorders: The roles of anxious symptoms, reactive aggression, and shared risk processes. Clinical Psychology Review, 29(7), 658669. https://doi.org/10.1016/j.cpr.2009.08.005 CrossRefGoogle ScholarPubMed
Capaldi, D. M. (1991). Co-occurrence of conduct problems and depressive symptoms in early adolescent boys: I. Familial factors and general adjustment at grade 6. Development and Psychopathology, 3, 277300. https://doi.org/10.1017/S0954579400005319 CrossRefGoogle Scholar
Capaldi, D. M. (1992). Co-occurrence of conduct problems and depressive symptoms in early adolescent boys: II. A 2-year follow-up at grade 8. Development and Psychopathology, 4, 125144. https://doi.org/10.1017/S0954579400005605 CrossRefGoogle Scholar
Capaldi, D. M., & Stoolmiller, M. (1999). Co-occurrence of conduct problems and depressive symptoms in early adolescent boys: III. Prediction to young-adult adjustment. Development and Psychopathology, 11(1), 5984. https://doi.org/10.1017/S0954579499001959 CrossRefGoogle ScholarPubMed
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, 79(5), 11851229. https://doi.org/10.1111/j.1467-8624.2008.01184.x CrossRefGoogle ScholarPubMed
Carlson, G. A., & Cantwell, D. P. (1980). Unmasking masked depression in children and adolescents. American Journal of Psychiatry, 137, 445449. https://doi.org/10.1176/ajp.137.4.445 Google ScholarPubMed
Cicchetti, D., & Cohen, D. J. (1995). Perspectives on developmental psychopathology. In Cicchetti, D., & Cohen, D. J. (Eds.), Wiley series on personality processes. Developmental psychopathology, Vol. 1. Theory and methods. New York, NY: John Wiley & Sons: 320.Google Scholar
Coie, J., Terry, R., Lenox, K., Lochman, J., & Hyman, C. (1995). Childhood peer rejection and aggression as predictors of stable patterns of adolescent disorder. Development and Psychopathology, 7(4), 697713. https://doi.org/10.1017/S0954579400006799 CrossRefGoogle Scholar
Cooley, J. L., Frazer, A. L., Fite, P. J., Brown, S., & DiPierro, M. (2017). Anxiety symptoms as a moderator of the reciprocal links between forms of aggression and peer victimization in middle childhood. Aggressive Behavior, 43(5), 450459. https://doi.org/10.1002/ab.21703 CrossRefGoogle ScholarPubMed
Costello, E. J., Egger, H. L., & Angold, A. (2005). The developmental epidemiology of anxiety disorders: Phenomenology, prevalence, and comorbidity. Child and Adolescent Psychiatric Clinics, 14(4), 631648. https://doi.org/10.1016/j.chc.2005.06.003 CrossRefGoogle ScholarPubMed
Côté, S. M., Vaillancourt, T., Barker, E. D., Nagin, D., & Tremblay, R. E. (2007). The joint development of physical and indirect aggression: Predictors of continuity and change during childhood. Development and Psychopathology, 19(1), 3755. https://doi.org/10.10170S0954579407070034 CrossRefGoogle ScholarPubMed
Cramer, P. (2012). Psychological maturity and change in adult defense mechanisms. Journal of Research in Personality, 46(3), 306316. https://doi.org/10.1016/j.jrp.2012.02.011 CrossRefGoogle Scholar
Curran, P. J., Howard, A. L., Bainter, S. A., Lane, S. T., & McGinley, J. S. (2014). The separation of between-person and within-person components of individual change over time: A latent curve model with structured residuals. Journal of Consulting and Clinical Psychology, 82(5), 879894. https://doi.org/10.1037/a0035297 CrossRefGoogle Scholar
Davis, M. H. (1980). A multidimensional approach to individual differences in empathy. JSAS Catalog of Selected Documents in Psychology, 10, 85.Google Scholar
Davis, M. H., & Franzoi, S. L. (1991). Stability and change in adolescent self-consciousness and empathy. Journal of Research in Personality, 25, 7087. https://doi.org/10.1016/00926566(91)90006-C CrossRefGoogle Scholar
Decety, J., & Cowell, J. M. (2014a). Friends or foes: Is empathy necessary for moral behavior? Perspectives on Psychological Science, 9(5), 525537. https://doi.org/10.1177/1745691614545130 CrossRefGoogle ScholarPubMed
Decety, J., & Cowell, J. M. (2014b). The complex relation between morality and empathy. Trends in Cognitive Sciences, 18(7), 337339. https://doi.org/10.1016/j.tics.2014.04.008 CrossRefGoogle ScholarPubMed
Decety, J., & Svetlova, M. (2012). Putting together phylogenetic and ontogenetic perspectives on empathy. Developmental Cognitive Neuroscience, 2(1), 124. https://doi.org/10.1016/j.dcn.2011.05.003 CrossRefGoogle ScholarPubMed
De Fruyt, F., Bartels, M., Van Leeuwen, K. G., De Clercq, B., Decuyper, M., & Mervielde, I. (2006). Five types of personality continuity in childhood and adolescence. Journal of Personality and Social Psychology, 91(3), 538552. https://doi.org/10.1037/0022-3514.91.3.538 CrossRefGoogle ScholarPubMed
Eisenberg, N., Cumberland, A., Guthrie, I. K., Murphy, B. C., & Shepard, S. A. (2005). Age changes in prosocial responding and moral reasoning in adolescence and early adulthood. Journal of Research on Adolescence, 15(3), 235260. https://doi.org/10.1111/j.1532-7795.2005.00095.x CrossRefGoogle ScholarPubMed
Endler, N. S., Parker, J. D., Bagby, R. M., & Cox, B. J. (1991). Multidimensionality of state and trait anxiety: Factor structure of the Endler Multidimensional Anxiety Scales. Journal of Personality and Social Psychology, 60(6), 919926. https://doi.org/10.1037/0022-3514.60.6.919 CrossRefGoogle ScholarPubMed
Frick, P. J., & White, S. F. (2008). Research review: The importance of callous-unemotional traits for developmental models of aggressive and antisocial behavior. Journal of Child Psychology and Psychiatry, 49(4), 359375. https://doi.org/10.1111/j.1469-7610.2007.01862.x CrossRefGoogle ScholarPubMed
Gambin, M., & Sharp, C. (2018). The relations between empathy, guilt, shame and depression in inpatient adolescents. Journal of Affective Disorders, 241, 381387. https://doi.org/10.1016/j.jad.2018.08.068 CrossRefGoogle ScholarPubMed
Gini, G., Pozzoli, T., & Hymel, S. (2014). Moral disengagement among children and youth: A meta-analytic review of links to aggressive behavior. Aggressive Behavior, 40(1), 5668. https://doi.org/10.1002/ab.21502 CrossRefGoogle ScholarPubMed
Goetz, J. L., Keltner, D., & Simon-Thomas, E. (2010). Compassion: An evolutionary analysis and empirical review. Psychological Bulletin, 136(3), 351374. https://doi.org/10.1037/a0018807 CrossRefGoogle ScholarPubMed
Granic, I. (2014). The role of anxiety in the development, maintenance, and treatment of childhood aggression. Development and Psychopathology, 26(4pt2), 15151530. https://doi.org/10.1017/S0954579414001175 CrossRefGoogle ScholarPubMed
Grotpeter, J. K., & Crick, N. R. (1996). Relational aggression, overt aggression, and friendship. Child Development, 67(5), 23282338. https://doi.org/10.1111/j.1467-8624.1996.tb01860.x CrossRefGoogle ScholarPubMed
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, 155. https://doi.org/10.1080/10705519909540118 CrossRefGoogle Scholar
Huberty, T. J. (2012). The developmental psychopathology of anxiety. Anxiety and depression in children and adolescents. New York, NY: Springer. 2953. https://doi.org/10.1007/978-1-4614-3110-7_2 CrossRefGoogle Scholar
Jordan, M. R., Amir, D., & Bloom, P. (2016). Are empathy and concern psychologically distinct? Emotion, 16, 11071116. https://doi.org/10.1037/emo0000228 CrossRefGoogle ScholarPubMed
Lee, K. S., & Vaillancourt, T. (2019). Unraveling the long-term links among adolescent peer victimization and somatic symptoms: A 5-year multi-informant cohort study. Journal of Applied Biobehavioral Research, 24(4), e12166. https://doi.org/10.1111/jabr.12166 CrossRefGoogle Scholar
Little, T., Henrich, C., Jones, S., & Hawley, P. (2003). Disentangling the, whys, from the, whats, of aggressive behaviour. International Journal of Behavioral Development, 27(2), 122133. https://doi.org/10.1080/01650250244000128 CrossRefGoogle Scholar
Llorca, A., Malonda, E., & Samper, P. (2017). Anxiety in adolescence. Can we prevent it? Medicina Oral, Patologia Pral y Cirugia Bucal, 22(1), e70e75, http://doi/org/10.4317/medoral.21754 Google Scholar
Kaukiainen, A., Björkqvist, K., Lagerspetz, K., Österman, K., Salmivalli, C., Rothberg, , S.…Ahlbom, A. (1999). The relationships between social intelligence, empathy, and three types of aggression. Aggressive Behavior, 25(2), 8189. https://doi.org/10.1002/(SICI)1098-2337(1999)25:2<81::AID-AB1>3.0.CO;2-M 3.0.CO;2-M>CrossRefGoogle Scholar
Klimecki, O. M., Leiberg, S., Ricard, M., & Singer, T. (2014). Differential pattern of functional brain plasticity after compassion and empathy training. Social Cognitive and Affective Neuroscience, 9(6), 873879. https://doi.org/10.1093/scan/nst060 CrossRefGoogle ScholarPubMed
Karriker-Jaffe, K. J., Foshee, V. A., Ennett, S. T., & Suchindran, C. (2008). The development of aggression during adolescence: Sex differences in trajectories of physical and social aggression among youth in rural areas. Journal of Abnormal Child Psychology, 36(8), 12271236. https://doi.org/10.1007/s10802-008-9245-5 CrossRefGoogle ScholarPubMed
Kessler, R. C., Berglund, P., Demler, O., Jin, R., Merikangas, K. R., & Walters, E. E. (2005). Lifetime prevalence and age-of-onset distributions of DSM-IV disorders in the National Comorbidity Survey Replication. Archives of General Psychiatry, 62(6), 593602. https://doi.org/10.1001/archpsyc.62.6.593 CrossRefGoogle ScholarPubMed
Kline, R. B. (2016). Principles and practice of structural equation modeling (4th ed.). New York, NY: Guilford Press.Google Scholar
Kunimatsu, M. M., & Marsee, M. A. (2012). Examining the presence of anxiety in aggressive individuals: The illuminating role of fight-or-flight mechanisms. Child Youth Care Forum, 41, 247258. https://doi.org/10.1007/s10566-012-9178-6 CrossRefGoogle Scholar
Loudin, J. L., Loukas, A., & Robinson, S. (2003). Relational aggression in college students: Examining the roles of social anxiety and empathy. Aggressive Behavior, 29(5), 430439. https://doi.org/10.1002/ab.10039 CrossRefGoogle Scholar
Meeus, W., Van de Schoot, R., Hawk, S. T., Hale, W. W., & Branje, S. (2016). Direct aggression and generalized anxiety in adolescence: Heterogeneity in development and intra individual change. Journal of Youth and Adolescence, 45(2), 361375. https://doi.org/10.1007/s10964-015-0388-8 CrossRefGoogle ScholarPubMed
Muris, P. (2006). The pathogenesis of childhood anxiety disorders: Considerations from a developmental psychopathology perspective. International Journal of Behavioral Development, 30(1), 511. https://doi.org/10.1177/0165025406059967 CrossRefGoogle Scholar
Muthén, L. K., & Muthén, B. O. (1998-2017). Mplus user’s guide (8th ed.). Los Angeles, CA: Authors. Google Scholar
Oh, Y., Greenberg, M. T., & Willoughby, M. T. (2020). Examining longitudinal associations between externalizing and internalizing behavior problems at within-and between-child levels. Journal of Abnormal Child Psychology, 48, 467480. https://doi.org/10.1007/s10802-019-00614-6 CrossRefGoogle ScholarPubMed
Rapee, R. M. (1991). Generalized anxiety disorder: A review of clinical features and theoretical concepts. Clinical Psychology Review, 11(4), 419440. https://doi.org/10.1016/0272-7358(91)90116-C CrossRefGoogle Scholar
Reynolds, C. R., & Kamphaus, R. W. (2004). Behavior assessment system for children (2nd ed.). Minneapolis, MN: NCS Pearson. Google Scholar
Roza, S. J., Hofstra, M. B., Van Der Ende, J., & Verhulst, F. C. (2003). Stable prediction of mood and anxiety disorders based on behavioral and emotional problems in childhood: A 14-year follow-up during childhood, adolescence, and young adulthood. American Journal of Psychiatry, 160(12), 21162121. https://doi.org/10.1176/appi.ajp.160.12.2116 CrossRefGoogle ScholarPubMed
Rudolph, K. D., Flynn, M., & Abaied, J. L. (2008). A developmental perspective on interpersonal theories of youth depression. In Abela, J. R. Z., & Hankin, B. L. (Eds.), Handbook of depression in children and adolescents. New York, NY: The Guilford Press: 79102.Google Scholar
Satorra, A., & Bentler, P. M. (2001). A scaled difference chi-square test statistic for moment structure analysis. Psychometrika, 66(4), 507514. https://doi.org/10.1007/BF02296192 CrossRefGoogle Scholar
Solmi, M., Radua, J., Olivola, M., Croce, E., Soardo, L., de Pablo, G. S.Fusar-Poli, P. (2021). Age at onset of mental disorders worldwide: Large-scale meta-analysis of 192 epidemiological studies. Molecular Psychiatry. 115. Advance online publication. https://doi.org/10.1038/s41380-021-01161-7 Google ScholarPubMed
Tarlow, N., & La Greca, A. M. (2021). The role of empathy and social anxiety in Latinx adolescentsʼ indirect peer aggression during the transition to high school. Aggressive Behavior, 47(1), 1727. https://doi.org/10.1002/ab.21926 CrossRefGoogle ScholarPubMed
Vaillancourt, T. (2013). Do human females use indirect aggression as an intrasexual competition strategy? Philosophical Transactions of the Royal Society B, 368, 17. https://doi.org/10.1098/rstb.2013.0080 CrossRefGoogle ScholarPubMed
Vaillancourt, T., Brendgen, M., Boivin, M., & Tremblay, R. E. (2003). A longitudinal confirmatory factor analysis of indirect and physical aggression: Evidence of two factors over time? Child Development, 74(6), 16281638. https://doi.org/10.1046/j.1467-8624.2003.00628.x CrossRefGoogle ScholarPubMed
Vaillancourt, T., & Brittain, H. (2019). Longitudinal associations among primary and secondary psychopathic traits, anxiety, and borderline personality disorder features across adolescence. Personality Disorders: Theory, Research, and Treatment, 10(4), 254364. https://doi.org/10.1037/per0000325 CrossRefGoogle ScholarPubMed
Vaillancourt, T., Brittain, H. L., McDougall, P., & Duku, E. (2013). Longitudinal links between childhood peer victimization, internalizing and externalizing problems, and academic functioning: Developmental cascades. Journal of Abnormal Child Psychology, 41, 12031215. https://doi.org/10.1007/s1080 CrossRefGoogle ScholarPubMed
Vaillancourt, T., & Farrell, A. H. (2021). Mean kids become mean adults: Trajectories of indirect aggression from age 10 to 22. Aggressive Behavior, 47(4), 394404. https://doi.org/10.1002/ab.21950 CrossRefGoogle ScholarPubMed
Vaillancourt, T., & Hymel, S. (2006). Aggression and social status: The moderating roles of sex and peer-valued characteristics. Aggressive Behavior, 32(4), 396408. https://doi.org/10.1002/ab.20138 CrossRefGoogle Scholar
Vaillancourt, T., & Krems, J. A. (2018). An evolutionary psychological perspective of indirect aggression in girls and women. In Coyne, S. M., & Ostrov, J. M. (Eds.), The development of relational aggression. New York, NY: Oxford University Press: 111126.Google Scholar
Van der Graaff, J., Branje, S, De Wied, M., Hawk, S., Van Lier, P., & Meeus, W. (2014). Perspective taking and empathic concern in adolescence: Gender differences in developmental changes. Developmental Psychology, 50(3), 881888. https://doi.org/10.1037/a0034325 CrossRefGoogle ScholarPubMed
Van Oort, F. V. A., Greaves-Lord, K., Verhulst, F. C., Ormel, J., & Huizink, A. C. (2009). The developmental course of anxiety symptoms during adolescence: The TRAILS study. Journal of Child Psychology and Psychiatry, 50(10), 12091217. https://doi.org/10.1111/j.1469-7610.2009.02092.x CrossRefGoogle ScholarPubMed
Vasey, M. W., Bosmans, G., & Ollendick, T. H. (2014). The developmental psychopathology of anxiety. In Lewis, M., & Rudolph, K. (Eds.), Handbook of developmental psychopathology (3rd ed.). New York, NY: Springer: 543560.CrossRefGoogle Scholar
Vitaro, F., Brendgen, M., & Tremblay, R. E. (2002). Reactively and proactively aggressive children: Antecedent and subsequent characteristics. Journal of Child Psychology and Psychiatry, 43(4), 495505. https://doi.org/10.1111/1469-7610.00040 CrossRefGoogle ScholarPubMed
Supplementary material: File

Farrell and Vaillancourt supplementary material

Farrell and Vaillancourt supplementary material

Download Farrell and Vaillancourt supplementary material(File)
File 29.9 KB