Skip to main content
Log in

Neighborhood income and the expression of callous–unemotional traits

  • Original Contribution
  • Published:
European Child & Adolescent Psychiatry Aims and scope Submit manuscript

Abstract

Callous–unemotional (CU) traits, including an uncaring nature and reduced empathy, represent a strongly heritable pattern of socio-emotional responding linked with elevated risk for severe, persistent delinquent behavior. Although evidence suggests that CU traits vary continuously across the population, research linking CU traits and delinquency is often conducted with incarcerated or clinical samples, obscuring potential heterogeneity in this relationship across the full range of high-CU individuals. Using a nationally representative sample, this study examines the role of neighborhood income in moderating the association between CU traits and delinquency in terms of both level and type of offending. Findings corroborate the link between CU traits and delinquency and suggest that the link between high-CU traits and violent delinquency may be unique to youth living in low-income neighborhoods.

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

Similar content being viewed by others

References

  1. Frick PJ, White SF (2008) The importance of callous–unemotional traits for developmental models of aggressive and antisocial behavior. J Child Psychol Psychiatry 49(4):359–375

    Article  PubMed  Google Scholar 

  2. Kimonis ER, Frick PJ, Munoz LC, Aucoin KJ (2007) Can a laboratory measure of emotional processing enhance the statistical prediction of aggression and delinquency in detained adolescents with callous–unemotional traits? J Abnorm Child Psychol 35(5):773–785

    Article  PubMed  Google Scholar 

  3. Hare RD, Neumann CS (2010) The role of antisociality in the psychopathy construct: comment on Skeem and Cooke (2010). Psychol Assess 22(2):446–454

    Article  PubMed  Google Scholar 

  4. Skeem JL, Cooke DJ (2010) Is criminal behavior a central component of psychopathy? Conceptual directions for resolving the debate. Psychol Assess 22(2):433–445

    Article  PubMed  Google Scholar 

  5. Hare RD (2006) Psychopathy: a clinical and forensic overview. Psychiatr Clin North Am 29(3):709–724

    Article  PubMed  Google Scholar 

  6. Pardini DA, Erickson K, Loeber R, Raine A (2013) Lower amygdala volume in men is associated with childhood aggression, early psychopathic traits, and future violence. Biol Psychiatry (in press)

  7. Pitchford I (2001) The origins of violence: is psychopathy an adaptation? Human Nat Rev 1:28–36

    Google Scholar 

  8. Gao Y, Raine A (2010) Successful and unsuccessful psychopaths: a neurobiological model. Behav Sci Law 28:194–210

    PubMed  Google Scholar 

  9. Hall JR, Benning SD (2006) The “successful” psychopath: adaptive and subclinical manifestations of psychopathy in the general population. In: Patrick CJ (ed) Handbook of psychopathy. Guilford Press, New York, pp 459–478

    Google Scholar 

  10. Barker E, Oliver B, Viding E, Salekin R, Maughan B (2011) The impact of prenatal maternal risk, fearless temperament and early parenting on adolescent callous unemotional traits: a 14-year longitudinal investigation. J Child Psychol Psychiatry 52(8):878–888

    Article  PubMed  Google Scholar 

  11. Sampson RJ, Morenoff JD, Gannon-Rowley T (2002) Assessing “neighborhood effects”: social processes and new directions in research. Annu Rev Sociol 28:443–478

    Article  Google Scholar 

  12. Sun IY, Triplett R, Gainey RR (2004) Neighborhood characteristics and crime: a test of Sampson and Groves’ model of social disorganization. Western Criminol Rev 5(1):1–16

    Google Scholar 

  13. Meier MH, Slutske WS, Andt S, Cadoret RJ (2008) Impulsive and callous traits are more strongly associated with delinquent behavior in higher-risk neighborhoods among boys and girls. J Abnorm Psychol 117(2):377–385

    Article  PubMed Central  PubMed  Google Scholar 

  14. Trentacosta CJ, Hyde LW, Shaw DS, Cheong J (2009) Adolescent dispositions for antisocial behavior in context: the roles of neighborhood dangerousness and parental knowledge. J Abnorm Psychol 118(3):564

    Article  PubMed Central  PubMed  Google Scholar 

  15. Blair RJR, Peschardt KS, Budhani S, Mitchell DGV, Pine DS (2006) The development of psychopathy. J Child Psychol Psychiatry 47(3–4):262–275

    Article  CAS  PubMed  Google Scholar 

  16. Frick PJ, Kimonis ER, Dandreaux DM, Farell JM (2003) The 4-year stability of psychopathic traits in non-referred youth. Behav Sci Law 21(6):713–736

    Article  PubMed  Google Scholar 

  17. Lynam DR, Caspi A, Moffitt TE, Loeber R, Stouthamer-Loeber M (2007) Longitudinal evidence that psychopathy scores in early adolescence predict adult psychopathy. J Abnorm Psychol 116:155–165

    Article  PubMed Central  PubMed  Google Scholar 

  18. Obradovic J, Pardini D, Long JD, Loeber R (2007) Measuring interpersonal callousness in boys from childhood to adolescence: an examination of longitudinal invariance and temporal stability. J Clin Child Adolesc Psychol 36:276–292

    Article  PubMed  Google Scholar 

  19. Lozier LM, Cardinale EM, VanMeter JW, Marsh AA (2014) Mediation of the relationship between callous–unemotional traits and proactive aggression by amygdala response to fear among children with conduct problems. JAMA Psychiatry 71:627–636

    Article  PubMed Central  PubMed  Google Scholar 

  20. Viding E, Fontaine NMG, McCrory EJ (2012) Antisocial behavior in children with and without callous–unemotional traits. J R Soc Med 105:195–200

    Article  PubMed Central  PubMed  Google Scholar 

  21. Blair RJR (2003) Facial expressions, their communicatory functions and neuro-cognitive substrates. Philos Trans R Soc Lond B Biol Sci 358:561–572

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  22. Kiehl KA (2006) A cognitive neuroscience perspective on psychopathy: evidence for paralimbic system dysfunction. Psychiatry Res 142:107–128

    Article  PubMed Central  PubMed  Google Scholar 

  23. Viding E, Blair RJ, Moffitt TE, Plomin R (2005) Evidence for substantial genetic risk for psychopathy in 7-year-olds. J Child Psychol Psychiatry 46:592–597

    Article  PubMed  Google Scholar 

  24. Lynam DR, Gudonis L (2005) The development of psychopathy. Annu Rev Clin Psychol 1:381–407

    Article  PubMed  Google Scholar 

  25. Gao Y, Raine A, Schug RA (2011) P3 event-related potentials and childhood maltreatment in successful and unsuccessful psychopaths. Brain Cogn 77(2):176–182

    Article  PubMed Central  PubMed  Google Scholar 

  26. Marsh AA, Blair RJR (2008) Deficits in facial affect recognition among antisocial populations: a meta-analysis. Neurosci Biobehav Rev 32(3):454–465

    Article  PubMed Central  PubMed  Google Scholar 

  27. McCrory E, De Brito SA, Viding E (2010) Research review: the neurobiology and genetics of maltreatment and adversity. J Child Psychol Psychiatry 51:1079–1095

    Article  PubMed  Google Scholar 

  28. Viding E, Jones AP, Frick PJ, Moffitt TE, Plomin R (2008) Heritability of antisocial behavior at nine: do callous–unemotional traits matter? Dev Sci 11(1):17–22

    Article  PubMed  Google Scholar 

  29. Gao Y, Baker LA, Raine A, Wu H, Bezdjian S (2009) Brief report: interaction between social class and risky decision-making in children with psychopathic tendencies. J Adolesc 32(2):409–414

    Article  PubMed Central  PubMed  Google Scholar 

  30. Marshall LA, Cooke DJ (1999) The childhood experiences of psychopaths: a retrospective study of familial and societal factors. J Pers Disord 13:211–225

    Article  CAS  PubMed  Google Scholar 

  31. Sampson RJ, Raudenbush SW, Earls F (1997) Neighborhoods and violent crime: a multilevel study of collective efficacy. Science 277(5328):918–924

    Article  CAS  PubMed  Google Scholar 

  32. Howard AL, Kimonis ER, Munoz LC, Frick PJ (2012) Violence exposure mediates the relation between callous–unemotional traits and offending patterns in adolescents. J Abnorm Child Psychol 40(8):1237–1247. doi:10.1007/s10802-012-9647-2

    Article  PubMed  Google Scholar 

  33. Dupere V, Lacourse E, Willms JD, Vitaro F, Tremblay RE (2007) Affiliation to youth gangs during adolescence: the interaction between childhood psychopathic tendencies and neighborhood disadvantage. J Abnorm Child Psychol 35(6):1035–1045

    Article  PubMed  Google Scholar 

  34. Kingston B, Huizinga D, Elliot DS (2009) A test of social disorganization theory in high-risk urban neighborhoods. Youth Soc 41(1):53–79

    Article  Google Scholar 

  35. Sciandra M, Sanbonmatsu L, Duncan GJ, Gennetian LA, Katz LF, Kessler RC, Kling JR, Ludwig J (2013). Long-term effects of the moving to opportunity residential mobility experiment on crime and delinquency. J Exp Criminol. Retrieved from: http://link.springer.com/article/10.1007/s11292-013-9189-9

  36. Fanti KA, Frick PJ, Georgiou S (2009) Linking callous–unemotional traits to instrumental and non-instrumental forms of aggression. J Psychopathol Behav Assess 31:285–298

    Article  Google Scholar 

  37. White IR, Royston P, Wood AM (2011) Multiple imputation using chained equations: issues and guidance for practice. Stat Med 30:377–399

    Article  PubMed  Google Scholar 

  38. Royston P (2007) Multiple imputation of missing values: further update of ice, with an emphasis on interval censoring. Stata J 7:445–464

    Google Scholar 

  39. Von Hippel PT (2007) Regression with missing Ys: an improved strategy for analyzing multiply imputed data. Sociol Methodol 37(1):83–117

    Article  Google Scholar 

  40. Graham JW (2009) Missing data analysis: making it work in the real world. Annu Rev Psychol 60:549–576

    Article  PubMed  Google Scholar 

  41. Frick PJ, Hare RD (2001) The antisocial process screening device. Multi-Health Systems, Toronto

    Google Scholar 

  42. Kimonis ER, Frick PJ, Skeem JL, Marsee MA, Cruise K, Munoz LC et al (2008) Assessing callous–unemotional traits in adolescent offenders: validation of the Inventory of callous–unemotional traits. Int J Law Psychiatry 31(3):241–252

    Article  PubMed  Google Scholar 

  43. Byrd AL, Kahn RE, Pardini DA (2013) A validation of the inventory of callous–unemotional traits in a community sample of young adult males. J Psychopathol Behav Assess 35(1):20–34

    Article  Google Scholar 

  44. Lilienfeld SO, Widows MR (2005) PPI-R: psychopathic personality inventory—revised

  45. Lilienfeld SO, Patrick CJ, Benning SD, Berg J, Sellbom M, Edens JF (2012) The role of fearless dominance in psychopathy: confusions, controversies, and clarifications. Personal Disord Theory Res Treat 3(3):327–340

    Article  Google Scholar 

  46. Frick PJ, Moffitt TE (2010) A proposal to the DSM-V childhood disorders and the ADHD and disruptive behavior disorders work groups to include a specifier to the diagnosis of conduct disorder based on the presence of callous–unemotional traits. Am Psychiatr Assoc, USA, pp 1–36

    Google Scholar 

  47. Halevy R, Shalvi S, Verschuere B (2014) Being honest about dishonesty: correlating self-reports and actual lying. Human Commun Res 40(1):54–72

    Article  Google Scholar 

  48. Rowe R, Maughan B, Moran P, Ford T, Briskman J, Goodman R (2010) The role of callous unemotional traits in the diagnosis of conduct disorder. J Child Psychol Psychiatry 51(6):688–695

    Article  PubMed  Google Scholar 

  49. Dunn LM, Dunn LM (1997) Peabody picture vocabulary test, 3rd edn. Pearson Assessments, Bloomington

    Google Scholar 

  50. Biemer PP, Aragon-Logan ED (2009) National longitudinal study of adolescent health: wave IV weights. Retrieved from: http://www.cpc.unc.edu/projects/addhealth/codebooks/wave4

  51. Berg JM, Smith SF, Watts AL, Ammirati R, Green SE, Lilienfeld SO (2013) Misconceptions regarding psychopathic personality: implications for clinical practice and research. Neuropsychiatry 3(1):63–74

    Article  Google Scholar 

  52. Radloff L (1991) The use of the center for epidemiologic studies depression scale in adolescents and young adults. J Youth Adolesc 20:149–166

    Article  CAS  PubMed  Google Scholar 

  53. Willemsen J, Vanheule S, Verhaeghe P (2011) Psychopathy and lifetime experiences of depression. Crim Behav Ment Health 21(4):279–294

    Article  PubMed  Google Scholar 

  54. Leventhal T, Brooks-Gunn J (2011) Changes in neighborhood poverty from 1990 to 2000 and youth’s problem behavior. Dev Psychol 47(6):1680–1698

    Article  PubMed  Google Scholar 

  55. Ludwig J, Sanbonmatsu L, Gennetian L, Adam L, Duncan GJ, Katz LF, Kessler RC, Kling JR et al (2011) Neighborhoods, obesity and diabetes: a randomized social experiment. N Engl J Med 365:1509–1519

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  56. Frick PJ, Cornell AH, Barry CT, Bodin SD, Dane HE (2003) Callous–unemotional traits and conduct problems in the prediction of conduct problem severity, aggression and self-report of delinquency. J Abnorm Child Psychol 31(4):457–470

    Article  PubMed  Google Scholar 

  57. Lynam DR, Caspi A, Moffitt TE, Wikstrom POH, Loeber R, Novak S (2000) The interaction between impulsivity and neighborhood context on offending: the effects of impulsivity are stronger in poorer neighborhoods. J Abnorm Psychol 109(4):563–574

    Article  CAS  PubMed  Google Scholar 

  58. Bjerk D (2010) Thieves, thugs, and neighborhood poverty. J Urban Econ 68:231–246

    Article  Google Scholar 

Download references

Conflict of interest

On behalf of all authors, the corresponding author states that there is no conflict of interest.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Anna Justine Markowitz.

Appendices

Appendix A

See Table 3.

Table 3 Factor analysis for dichotomous and continuous versions of the psychopathy scale

Appendix B

See Table 4.

Table 4 Callous–unemotional traits scale items and inventory of callous–unemotional trait analogs

Appendix C

See Table 5.

Table 5 Delinquency items

Appendix D: Supplementary analyses

See Tables 6, 7 and 8.

Table 6 Linear regression models predicting total, instrumental, and violent delinquency in an urban subsample
Table 7 Linear regression models predicting total, instrumental, and violent delinquency using wave three data
Table 8 Linear regression models predicting total, instrumental, and violent delinquency controlling for earlier delinquency

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Markowitz, A.J., Ryan, R.M. & Marsh, A.A. Neighborhood income and the expression of callous–unemotional traits. Eur Child Adolesc Psychiatry 24, 1103–1118 (2015). https://doi.org/10.1007/s00787-014-0663-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00787-014-0663-3

Keywords

Navigation