Children with high dysregulated affect experience a range of emotional and behavioral problems, including aggression, delinquency, and low levels of prosocial behavior. Alongside this research, the psychopathy literature suggests that abnormally low levels of affect and emotional reactivity are associated with aggression and violence. The current study builds on prior research in the fields of affect regulation and psychopathy by testing the effects of affect dysregulation and deficient affect in predicting aggression and antisociality in 179 high-risk youth. Using structural equation modeling, results suggest that affect dysregulation and deficient affect are separate risk factors for aggression, as both constructs contributed independently to aggression while showing marginal relations with one another. Features of deficient affect, but not dysregulation, were robust predictors of violent and nonviolent offending. We discuss the importance of recognizing that diverse risk factors may lead to similar outcomes and highlight the heterogeneity in risk factors underlying aggressive behaviors.
Barry, C.T., Frick, P.J., DeShazo, T.M., McCoy, M.G., Ellis, M., & Loney, B.R. ( 2000). The importance of callous-unemotional traits for extending the concept of psychopathy to children. Journal of Abnormal Psychology, 109, 335-340.
Berkowitz, L. ( 1993). Aggression: Its causes, consequences, and control. New York, NY: McGraw-Hill.
4.
Blackburn, R. ( 1998). Psychopathy and personality disorder: Implications of interpersonal theory. In D. J. Cooke, A. E. Forth, & R. D. Hare (Eds.), Psychopathy: Theory, research, and implications for society (pp. 269-301). Dordrecht, Netherlands: Kluwer.
5.
Blair, R.J.R. ( 1999). Responsiveness to distress cues in the child with psychopathic tendencies. Personality and Individual Differences, 27(1), 135-145.
6.
Brendgen, M., Vitaro, F., Tremblay, R.E., & Lavoie, F. ( 2001). Reactive and proactive aggression: Predictions to physical violence in different contexts and moderating effects of parental monitoring and caregiving behavior. Journal of Abnormal Child Psychology , 29, 293-304.
7.
Burke, J.D., Loeber, R., & Birmaher, B. ( 2002). Oppositional defiant disorder and conduct disorder: A review of the past 10 years, part II. Journal of the American Academy of Child and Adolescent Psychiatry, 41, 1275-1293.
8.
Bushman, B.J., & Anderson, C.A. (2001). Is it time to pull the plug on hostile versus instrumental aggression dichotomy? Psychological Review, 108, 273-279.
9.
Calkins, S.D., Gill, K.L., Johnson, M.D., & Smith, C.L. ( 1999). Emotional reactivity and emotional regulation strategies as predictors of social behavior with peers during toddlerhood. Social Development, 8, 311-334.
10.
Card, N.A., & Little, T.D. ( 2006). Proactive and reactive aggression in childhood and adolescence: A meta-analysis of differential relations with psychosocial adjustment. International Journal of Behavioral Development, 30, 466-480.
11.
Caspi, A. ( 2000). The child is father of the man: Personality continuities from childhood to adulthood. Journal of Personality and Social Psychology, 78, 158-172.
12.
Caspi, A., Henry, B., McGee, R.O., Moffitt, T.E., & Silva, P.A. ( 1995). Temperamental origins of child and adolescent behavior problems: From age three to fifteen. Child Development, 66, 55-68.
13.
Christian, R.E., Frick, P.J., Hill, N.L., & Tyler, L. ( 1997). Psychopathy and conduct problems in children: II. Implications for subtyping children with conduct problems. Journal of the American Academy of Child and Adolescent Psychiatry, 36, 233-241.
14.
Cicchetti, D., Ganiban, J., & Barnett, D. ( 1991). Contributions from the study of high-risk populations to understanding the development of emotion regulation. In J. Garber & K. A. Dodge (Eds.), The development of emotion regulation and dysregulation (pp. 15-48). New York, NY: Cambridge University Press.
15.
Cleckley, H. ( 1941). The mask of sanity. St. Louis, MO: Mosby.
16.
Cleckley, H. ( 1976). The mask of sanity (5th ed.). St. Louis, MO: Mosby.
17.
Coie, J.D., & Dodge, K.A. ( 1998). Aggression and antisocial behavior. In W. Damon & N. Eisenberg (Eds.), Handbook of child psychology: Vol. 3. Social, emotional, and personality development (5th ed., pp. 779-862). Hoboken, NJ: Wiley.
18.
Cole, P.M., Michel, M.K., & Teti, L.O. ( 1994). The development of emotion regulation and dysregulation: A clinical perspective. Monographs of the Society for Research in Child Development, 59, 73-100.
19.
Cole, P.M., Zahn-Waxler, C., & Smith, K.D. ( 1994). Expressive control during a disappointment: Variations related to preschoolers’ behavior problems. Developmental Psychology, 30, 835-846.
20.
Cooke, D.J., & Michie, C. ( 2001). Refining the construct of psychopathy: Towards a hierarchical model. Psychological Assessment, 13, 171-188.
21.
Cornell, D.G., Warren, J., Hawk, G., Stafford, E., Oram, G., & Pine, D. ( 1996). Psychopathy in instrumental and reactive violent offenders . Journal of Consulting and Clinical Psychology, 64, 783-790.
22.
Crick, N.R. ( 1997). Engagement in gender normative versus nonnormative forms of aggression: Links to social-psychological adjustment. Developmental Psychology, 33, 610-617.
23.
Crick, N.R., & Dodge, K.A. ( 1996). Social information-processing mechanisms in reactive and proactive aggression. Child Development, 67, 993-1002.
24.
de Castro, B.O., Merk, W., Koops, W., Veerman, J.W., & Bosch, J.D. ( 2005). Emotions in social information processing and their relations with reactive and proactive aggression in referred aggressive boys. Journal of Clinical Child and Adolescent Psychology, 34, 105-116.
25.
Dearing, K.F., Hubbard, J.A., Ramsden, S.R., Parker, E.H., Relyea, N., Smithmyer, C.M., & Flanagan, K.D. (2002). Children’s self-reports about anger regulation: Direct and indirect links to social preference and aggression. Merrill-Palmer Quarterly, 48, 308-336.
26.
Dodge, K.A. ( 2007, March). Reactive anger and proactive coercion. Paper presented at the biennial meeting of the Society for Research in Child Development, Boston, MA.
27.
Dodge, K.A., & Coie, J.D. ( 1987). Social-information processing factors in reactive and proactive aggression in children’s peer groups. Journal of Personality and Social Psychology, 53, 1146-1158.
28.
Eisenberg, N., Cumberland, A., & Spinrad, T.L. ( 1998). Parental socialization of emotion. Psychological Inquiry, 9, 241-273.
29.
Eisenberg, N., Cumberland, A., Spinrad, T.L., Fabes, R.A., Shepard, S.A., Reiser, M., . . . & Guthrie, I.K. (2001). The relations of regulation and emotionality to children’s externalizing and internalizing problem behavior. Child Development, 72, 1112-1134.
30.
Eisenberg, N., Fabes, R.A., Guthrie, I.K., & Reiser, M. ( 2000). Dispositional emotionality and regulation: Their role in predicting quality of social functioning. Journal of Personality and Social Psychology, 78, 136-157.
31.
Eisenberg, N., Fabes, R.A., Murphy, B., Karbon, M., Smith, M., & Maszk, P. ( 1996). The relations of children’s dispositional empathy-related responding to their emotionality, regulation, and social functioning. Developmental Psychology, 32, 195-209.
32.
Eisenberg, N., Fabes, R.A., Shepard, S.A., Murphy, B., Guthrie, I.K., Jones, S., . . . & Maszk, P. (1997). Contemporaneous and longitudinal prediction of children’s social functioning from regulation and emotionality . Child Development, 68, 642-664.
33.
Ellis, M.L., Weiss, B., & Lochman, J.E. ( 2009). Executive functions in children: Associations with aggressive behavior and appraisal processing. Journal of Abnormal Child Psychology, 37, 945-956.
34.
Farrington, D.P. ( 2006). Family background and psychopathy. In C. J. Patrick (Ed.), Handbook of psychopathy (pp. 229-250). New York, NY: Guilford.
Frick, P.J., Cornell, A.H., Barry, C.T., Bodin, S.D., & Dane, H.E. ( 2003). Callous-unemotional traits and conduct problems in the prediction of conduct problem severity, aggression, and self-report of delinquency . Journal of Abnormal Child Psychology, 31, 457-470.
37.
Frick, P.J., Cornell, A.H., Bodin, S.D., Dane, H.E., Barry, C.T., & Loney, B.R. ( 2003). Callous-unemotional traits and developmental pathways to severe conduct problems. Developmental Psychology, 39, 246-260.
38.
Frick, P.J., & Ellis, M. ( 1999). Callous-unemotional traits and subtypes of conduct disorder . Clinical Child and Family Psychology Review, 2, 149-168.
39.
Frick, P.J., Lilienfeld, S.O., Ellis, M., Loney, B., & Silverthorn, P. (1999). The association between anxiety and psychopathy dimensions in children. Journal of Abnormal Child Psychology, 27(5), 383-392.
40.
Frick, P.J., & Morris, A.S. ( 2004). Temperament and developmental pathways to conduct problems . Journal of Clinical Child and Adolescent Psychology, 33, 54-68.
41.
Frick, P.J., O’Brien, B.S., Wooton, J.M., & McBurnett, K. ( 1994). Psychopathy and conduct problems in children. Journal of Abnormal Psychology, 103, 700-707.
42.
Gretton, H.M., Hare, R.D., & Catchpole, R.E.H. (2004). Psychopathy and offending from adolescence to adulthood: A 10-year follow up. Journal of Consulting and Clinical Psychology, 72, 636-645.
43.
Gross, J.J., & John, O.P. ( 1998). Mapping the domain of expressivity: Multimethod evidence for a hierarchical model. Journal of Personality and Social Psychology, 74, 170-191.
44.
Gross, J.J., & John, O.P. ( 2003). Individual differences in two emotion regulation processes: Implications for affect, relationships, and well-being. Journal of Personality and Social Psychology, 85, 348-362.
45.
Gross, J.J., & Levenson, R.W. (1997). Hiding feelings: The acute effects of inhibiting negative and positive emotion. Journal of Abnormal Psychology, 106, 95-103.
46.
Gross, J.J., & Muñoz, R.F. (1995). Emotion regulation and mental health. Clinical Psychology: Science and Practice , 2, 151-164.
47.
Hare, R.D. ( 1998). Psychopaths and their nature: Implications for the mental health and criminal justice systems. In T. Millon & E. Simonsen (Eds.), Psychopathy: Antisocial, criminal, and violent behavior (pp. 188-212). New York, NY: Guilford.
48.
Hare, R.D. ( 2003). The Hare Psychopathy Checklist -Revised (2nd ed.). Toronto, Ontario, Canada: Multi-Health Systems.
49.
Hicks, B.M., Markon, K.E., Patrick, C.J., Krueger, R.F., & Newman, J.P. ( 2004). Identifying psychopathy subtypes on the basis of personality structure. Psychological Assessment, 16, 276-288.
50.
Hu, L., & Bentler, P.M. ( 1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6, 1-55.
51.
Hubbard, J.A., Smithmyer, C.M., Ramsden, S.R., Parker, E.H., Flanagan, K.D., Dearing, K.F., . . . & Simons, R.F. (2002). Observational, physiological, and self-report measures of children’s anger: Relations to reactive versus proactive aggression. Child Development, 73, 1101-1118.
52.
Huizinga, D., & Elliott, D.S. ( 1986). Reassessing the reliability and validity of self-report delinquency measures. Journal of Quantitative Criminology , 2, 293-332.
53.
Huizinga, D., Esbensen, F., & Weiher, A.W. ( 1991). Are there multiple paths to delinquency? Journal of Criminal Law and Criminology, 82, 83-118.
54.
Izard, C.E. ( 2002). Translating emotion theory and research into preventive interventions. Psychological Bulletin, 128, 796-824.
55.
Izard, C.E., King, K.A., Trentacosta, C.J., Morgan, J.K., Laurenceau, J., Krauthamer-Ewing, E.S., & Finlon, K.J. ( 2008). Accelerating the development of emotion competence in Head Start children: Effects on adaptive and maladaptive behavior. Development and Psychopathology, 20, 369-397.
56.
Karpman, B. ( 1948). The myth of the psychopathic personality. American Journal of Psychiatry, 104, 523-534.
57.
Kempes, M., Matthys, W., deVries, H., & van Engeland, H. (2005). Reactive and proactive aggression in children: A review of theory, findings and the relevance for child and adolescent psychiatry. European Child and Adolescent Psychiatry, 14, 11-19.
58.
Kiehl, K.A., Smith, A.M., Hare, R.D., Mendrek, A., Forster, B.B., Brink, J., & Liddle, P.F. ( 2001). Limbic abnormalities in affective processing by criminal psychopaths as revealed by functional magnetic resonance imaging. Biological Psychiatry, 50, 677-684.
59.
Kimonis, E.R., Frick, P.J., Fazekas, H., & Loney, B.R. ( 2006). Psychopathy, aggression, and the processing of emotional stimuli in non-referred girls and boys. Behavioral Sciences and the Law, 24, 21-37.
60.
Knight, G.P., Little, M., Losoya, S., & Mulvey, E.P. ( 2004). The self-report of offending among serious juvenile offenders: Cross-gender, cross-ethnic/race measurement equivalence. Youth Violence and Juvenile Justice, 2, 273-295.
61.
Kosson, D.S., Cyterski, T.D., Steuerwald, B.L., Neumann, C.S., & Walker-Matthews, S. (2002). The reliability and validity of the Psychopathy Checklist: Youth Version (PCL:YV) in nonincarcerated adolescent males. Psychological Assessment, 14, 97-109.
62.
Lahey, B.B., Goodman, S.H., Waldman, I.D., Bird, H., Canino, G., Jensen, P., . . . & Applegate, B. (1999). Relation of age of onset to the type and severity of child and adolescent conduct problems. Journal of Abnormal Child Psychology, 27, 247-260.
63.
Larsen, R.J. ( 2000). Toward a science of mood regulation. Psychological Inquiry, 11, 129-141.
64.
Larsson, H., Andershed, H., & Lichtenstein, P. (2006). A genetic factor explains most of the variation in the psychopathic personality. Journal of Abnormal Psychology, 115, 221-230.
65.
Little, T.D., Jones, S.M., Heinrich, C.C., & Hawley, P.H. ( 2003). Disentangling the "whys" from the "whats" of aggressive behavior. International Journal of Behavioral Development , 27, 122-133.
66.
Lochman, J.E., & Dodge, K.A. ( 1994). Social-cognitive processes of severely violent, moderately aggressive, and nonaggressive boys. Journal of Consulting and Clinical Psychology, 62, 366-374.
67.
Loeber, R., & Stouthamer-Loeber, M. (1998). Development of juvenile aggression and violence: Some common misconceptions and controversies. American Psychologist, 53, 242-259.
68.
Loeber, R., Tremblay, R.E., Gagnon, C., & Charlebois, P. (1989). Continuity and desistance in disruptive boys’ early fighting at school. Development and Psychopathology, 1, 39-50.
69.
Loney, B.R., Frick, P.J., Clements, C.B., Ellis, M.L., & Kerlin, K. ( 2003). Callous-unemotional traits, impulsivity, and emotional processing in adolescents with antisocial behavior problems. Journal of Clinical Child and Adolescent Psychology, 32, 66-80.
70.
Lovett, B.J., & Sheffield, R.A. (2007). Affective empathy deficits in aggressive children and adolescents: A critical review. Clinical Psychology Review, 27, 1-13.
71.
Moffitt, T.E. ( 2006). Life-course-persistent versus adolescence-limited antisocial behavior. In D. Cicchetti & D. J. Cohen (Eds.), Developmental psychopathology: Vol . 3. Risk, disorder, and adaptation (2nd ed., pp. 570-598). Hoboken, NJ: Wiley.
72.
Moretti, M.M. ( 2003). Affect regulation checklist. Unpublished research measure, Simon Fraser University, Burnaby, British Columbia, Canada.
73.
Mullin, B.C., & Hinshaw, S.P. ( 2007). Emotion regulation and externalizing disorders in children and adolescents. In J. Gross (Ed.), Handbook of emotion regulation (pp. 523-541). New York, NY: Guilford.
74.
Muthén, B., du Toit, S.H.C., & Spisic, D. ( 1997). Robust inference using weighted least squares and quadratic estimating equations in latent variable modeling with categorical and continuous outcomes. Unpublished manuscript.
75.
Muthén, B., & Muthén, L.K. (2004). Mplus Version 3.1. Los Angeles, CA: Muthén and Muthén.
76.
Newman, J.P., MacCoon, D.G., Vaughn, L.J., & Sadeh, N. ( 2005). Validating a distinction between primary and secondary psychopathy with measures of Gray’s BIS and BAS constructs. Journal of Abnormal Psychology, 114, 319-323.
77.
Penney, S.R., & Moretti, M.M. ( 2007). The relation of psychopathy to concurrent aggression and antisocial behavior in high-risk adolescent girls and boys. Behavioral Sciences and the Law, 25, 21-41.
78.
Phillips, K.F.V., & Power, M.J. ( 2007). A new self-report measure of emotion regulation in adolescents: The regulation of emotions questionnaire. Clinical Psychology and Psychotherapy, 14, 145-156.
79.
Piquero, A.R., MacIntosh, R., & Hickman, M. ( 2002). The validity of a delinquency scale: Comparisons across gender, age, race, and place of residence. Sociological Methods and Research, 30, 492-529.
80.
Pope, A.W., & Bierman, K.L. ( 1999). Predicting adolescent peer problems and antisocial activities: The relative roles of aggression and dysregulation. Developmental Psychology, 35, 335-346.
81.
Poulin, F., & Boivin, M. ( 2000). Reactive and proactive aggression: Evidence of a two-factor model. Psychological Assessment, 12, 115-122.
82.
Raine, A. ( 2002). Biosocial studies of antisocial and violent behavior in children and adults: A review. Journal of Abnormal Child Psychology, 30, 311-326.
83.
Roland, E., & Idsoe, T. ( 2001). Aggression and bullying. Aggressive Behavior , 27, 446-462.
84.
Rubin, K.H., Coplan, R.J., Fox, N.A., & Calkins, S.D. ( 1995). Emotionality, emotion regulation, and preschoolers’ social adaptation. Development and Psychopathology, 7, 49-62.
85.
Salekin, R.T., Rogers, R., & Sewell, K.W. ( 1996). A review and meta-analysis of the Psychopathy Checklist and Psychopathy Checklist-Revised: Predictive validity of dangerousness. Clinical Psychology: Science and Practice, 3, 203-215.
86.
Shields, A., & Cicchetti, D. ( 1997). Emotion regulation among school-age children: The development and validation of a new criterion Q-sort scale. Developmental Psychology, 33, 906-916.
87.
Shields, A., & Cicchetti, D. ( 1998). Reactive aggression among maltreated children: The contributions of attention and emotion dysregulation. Journal of Clinical Child Psychology, 27, 381-395.
88.
Silk, J.S., Steinberg, L., & Morris, A.S. ( 2003). Adolescents’ emotion regulation in daily life: Links to depressive symptoms and problem behavior. Child Development , 74, 1869-1880.
89.
Skeem, J.L., Poythress, N., Edens, J.F., Lilienfeld, S.O., & Cale, E.M. ( 2003). Psychopathic personality or personalities? Exploring potential variants of psychopathy and their implications for risk assessment . Aggression and Violent Behavior, 8, 513-546.
90.
Taylor, J., Loney, B.R., Bobadilla, L., Iacono, W.G., & McGue, M. ( 2003). Genetic and environmental influences on psychopathy trait dimensions in a community sample of male twins. Journal of Abnormal Child Psychology, 31, 633-645.
Verona, E., Patrick, C.J., Curtin, J.J., Bradley, M.M., & Lang, P.J. ( 2004). Psychopathy and physiological response to emotionally evocative sounds. Journal of Abnormal Psychology, 113, 99-108.
93.
Viding, E., Blair, R.J.R., Moffitt, T.E., & Plomin, R. ( 2005). Evidence for substantial genetic risk for psychopathy in 7-yearolds. Journal of Child Psychology and Psychiatry , 46, 592-597.
94.
Vincent, G.M., Vitacco, M.J., Grisso, T., & Corrado, R.R. ( 2003). Subtypes of adolescent offenders: Affective traits and antisocial behavior patterns. Behavioral Sciences and the Law, 21, 695-712.
95.
Whiteside, S.P., & Lynam, D.R. ( 2001). The Five Factor model and impulsivity: Using a structural model of personality to understand impulsivity. Personality and Individual Differences, 30, 669-689.
96.
Yu, C.Y., & Muthén, B. (2002). Evaluation of model fit indices for latent variable models with categorical and continuous outcomes (Technical report). Los Angeles: University of California at Los Angeles, Graduate School of Education and Information Studies.
97.
Zeman, J., Shipman, K., & Penza-Clyve, S. (2001). Development and initial validation of the children’s sadness management scale. Journal of Nonverbal Behavior, 25, 187-205.
