Skip to main content
Log in

Autonomic Nervous System Inflexibility During Parent–child Interactions is Related to Callous-unemotional Traits in Youth Aged 10–14 Years Old

  • Published:
Research on Child and Adolescent Psychopathology Aims and scope Submit manuscript

Abstract

Youth with callous-unemotional (CU) traits are at high risk for aggression and antisocial behavior. Extant literature suggests that CU traits are related to abnormal autonomic responses to negatively-valenced emotional stimuli, although few studies have tested autonomic responding specifically during social interactions. To address this knowledge gap, the current study tested whether CU traits were related to autonomic activity, assessed via respiratory sinus arrhythmia (RSA), during several parent–child interaction tasks designed to provoke negative emotion. The sample was 162 clinically referred youth (M age = 12.03, SD = .92; 47% female). Using piecewise latent growth models, we estimated individual differences in RSA during three semi-structured social interaction tasks (reading aloud to a parent and research assistant; a recovery period from the reading task; and a parent–child conflict discussion) and tested whether CU traits were related to patterns of RSA responding across tasks. Overall, youth showed expected RSA decreases during the reading period, increases in RSA during recovery, and further decreases during the conflict discussion. However, youth with clinically-elevated CU traits had a different pattern of RSA change across tasks, such that CU traits were related to significantly less RSA change during reading and recovery. Findings suggest that less RSA engagement during social interactions and less RSA recovery may be a biomarker of CU traits. Future research is needed to examine whether this inflexibility contributes to the development of CU traits beginning early in childhood.

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

Notes

  1. Three participants had missing data for the PPVT. These assessments were invalid due to lack of child engagement at the baseline assessment. Subsequently, we completed an alternative assessment (the Expressive Vocabulary Test [EVT]; Williams, 1997) which yielded valid scores (based on participant engagement) of an estimated IQ above the cutoff. Given that the PPVT and EVT are different assessments, we elected to be more conservative and coded the baseline PPVT score as missing for those participants.

References

  • Achenbach, T. M., & Edelbrock, C. S. (1983). Manual for the Child Behavior Profile and Child Behavior Checklist. Burlington, VT: Author.

  • Baroncelli, A., Roti, B., & Ciucci, E. (2018). The associations between callous-unemotional traits and emotional awareness in youth. Personality and Individual Differences, 120, 247–252.

    Article  Google Scholar 

  • Beauchaine, T. (2001). Vagal tone, development, and Gray’s motivational theory: Toward an integrated model of autonomic nervous system functioning in psychopathology. Development and Psychopathology, 13, 183–214.

    Article  PubMed  Google Scholar 

  • Beauchaine, T. (2015). Respiratory Sinus Arrhythmia: A Transdiagnostic Biomarker of Emotion Dysregulation and Psychopathology. Current Opinion in Psychology, 3, 43–47.

    Article  PubMed  PubMed Central  Google Scholar 

  • Beauchaine, T., Bell, Z., Knapton, E., McDonough‐Caplan, H., Shader, T., & Zisner, A. (2019). Respiratory sinus arrhythmia reactivity across empirically based structural dimensions of psychopathology: A meta-analysis. Psychophysiology, 56, e13329.

  • Beauchaine, T. P., Katkin, E. S., Strassberg, Z., & Snarr, J. (2001). Disinhibitory psychopathology in male adolescents: Discriminating conduct disorder from attention-deficit/hyperactivity disorder through concurrent assessment of multiple autonomic states. Journal of Abnormal Psychology, 110, 610.

    Article  PubMed  Google Scholar 

  • Bedford, R., Pickles, A., Sharp, H., Wright, N., & Hill, J. (2015). Reduced Face Preference in Infancy: A Developmental Precursor to Callous-Unemotional Traits? Biological Psychiatry, 78, 144–150.

    Article  PubMed  PubMed Central  Google Scholar 

  • Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107, 238.

    Article  PubMed  Google Scholar 

  • Berntson, G. G., Bigger, J. T., Eckberg, D. L., Grossman, P., Kaufmann, P. G., Malik, M., & Molen, M. W. V. D. (1997). Heart rate variability: Origins, methods, and interpretive caveats. Psychophysiology, 34, 623–648.

    Article  PubMed  Google Scholar 

  • Bird, H. R., Gould, M. S., Rubio-stipec, M., Staghezza, B. M., & Canino, G. (1991). Screening for Childhood Psychopathology in the Community Using the Child Behavior Checklist. Journal of the American Academy of Child & Adolescent Psychiatry, 30, 116–123.

    Article  Google Scholar 

  • Browne, R. J., & Cudeck, R. (1993). Alternative ways of assessing model fit. Testing Structural Equation Models (pp. 136–162). Sage.

    Google Scholar 

  • Byrd, A. L., Vine, V., Beeney, J. E., Scott, L. N., Jennings, J. R., & Stepp, S. D. (2020). RSA reactivity to parent-child conflict as a predictor of dysregulated emotion and behavior in daily life. Psychological Medicine, 1–9.

  • Calkins, S. D., & Keane, S. P. (2004). Cardiac vagal regulation across the preschool period: Stability, continuity, and implications for childhood adjustment. Developmental Psychobiology, 45, 101–112.

    Article  PubMed  Google Scholar 

  • Cecil, C. A. M., McCrory, E. J., Barker, E. D., Guiney, J., & Viding, E. (2018). Characterising youth with callous–unemotional traits and concurrent anxiety: Evidence for a high-risk clinical group. European Child & Adolescent Psychiatry, 27, 885–898.

    Article  Google Scholar 

  • Collins, L. M. (2006). Analysis of Longitudinal Data: The Integration of Theoretical Model, Temporal Design, and Statistical Model. Annual Review of Psychology, 57, 505–528.

    Article  PubMed  Google Scholar 

  • Cui, L., Morris, A. S., Harrist, A. W., Larzelere, R. E., Criss, M. M., & Houltberg, B. J. (2015). Adolescent RSA Responses during an Anger Discussion Task: Relations to Emotion Regulation and Adjustment. Emotion (Washington, D.C.), 15, 360–372.

  • de Wied, M., van Boxtel, A., Matthys, W., & Meeus, W. (2012). Verbal, Facial and Autonomic Responses to Empathy-Eliciting Film Clips by Disruptive Male Adolescents with High Versus Low Callous-Unemotional Traits. Journal of Abnormal Child Psychology, 40, 211–223.

    Article  PubMed  Google Scholar 

  • Dunn, L. M., & Dunn, D. M. (2007). PPVT-4: Peabody Picture Vocabulary Test. Minneapolis, MN: Pearson Assessments.

  • El-Sheikh, M. (2005). Stability of respiratory sinus arrhythmia in children and young adolescents: A longitudinal examination. Developmental Psychobiology, 46, 66–74.

    Article  PubMed  Google Scholar 

  • El-Sheikh, M., & Hinnant, J. B. (2011). Marital conflict, respiratory sinus arrhythmia, and allostatic load: Interrelations and associations with the development of children’s externalizing behavior. Development and Psychopathology, 23, 815–829.

    Article  PubMed  PubMed Central  Google Scholar 

  • Fanti, K. A., Demetriou, C. A., & Kimonis, E. R. (2013). Variants of Callous-Unemotional Conduct Problems in a Community Sample of Adolescents. Journal of Youth and Adolescence, 42, 964–979.

    Article  PubMed  Google Scholar 

  • Fanti, K. A., Eisenbarth, H., Goble, P., Demetriou, C., Kyranides, M. N., Goodwin, D., & Cortese, S. (2019). Psychophysiological activity and reactivity in children and adolescents with conduct problems: A systematic review and meta-analysis. Neuroscience & Biobehavioral Reviews, 100, 98–107.

    Article  Google Scholar 

  • Fortunato, C. K., Gatzke-Kopp, L. M., & Ram, N. (2013). Associations between respiratory sinus arrhythmia reactivity and internalizing and externalizing symptoms are emotion specific. Cognitive, Affective, & Behavioral Neuroscience, 13, 238–251.

    Article  Google Scholar 

  • Fowles, D. C. (1988). Psychophysiology and Psychopathology: A Motivational Approach. Psychophysiology, 25, 373–391.

    Article  PubMed  Google Scholar 

  • Frick, P. J. (2004). The inventory of callous-unemotional traits. Unpublished Rating Scale.

  • Frick, P. J., Ray, J. V., Thornton, L. C., & Kahn, R. E. (2014). Can callous-unemotional traits enhance the understanding, diagnosis, and treatment of serious conduct problems in children and adolescents? A comprehensive review. Psychological Bulletin, 140, 1.

    Article  PubMed  Google Scholar 

  • Gatzke-Kopp, L. M., Willner, C. J., Jetha, M. K., Abenavoli, R. M., DuPuis, D., & Segalowitz, S. J. (2015). How does reactivity to frustrative non-reward increase risk for externalizing symptoms? International Journal of Psychophysiology, 98, 300–309.

    Article  PubMed  PubMed Central  Google Scholar 

  • Gerbing, D. W., & Anderson, J. C. (1992). Monte Carlo Evaluations of Goodness of Fit Indices for Structural Equation Models. Sociological Methods & Research, 21, 132–160.

    Article  Google Scholar 

  • Hastings, P. D., & Kahle, S. (2019). Get Bent Into Shape: The Non-linear, Multi-system, Contextually-embedded Psychophysiology of Emotional Development. In V. LoBue, K. Pérez-Edgar, & K. A. Buss (Eds.), Handbook of Emotional Development (pp. 27–55). Springer International Publishing.

    Chapter  Google Scholar 

  • Hinnant, J. B., & El-Sheikh, M. (2009). Children’s Externalizing and Internalizing Symptoms over Time: The Role of Individual Differences in Patterns of RSA Responding. Journal of Abnormal Child Psychology, 37, 1049.

    Article  PubMed  Google Scholar 

  • Hyde, L. W., Waller, R., & Burt, S. A. (2014). Commentary: Improving treatment for youth with callous-unemotional traits through the intersection of basic and applied science – reflections on Dadds et al. (2014). Journal of Child Psychology and Psychiatry, 55, 781–783.

  • Jones, A. P., Laurens, K. R., Herba, C. M., Barker, G. J., & Viding, E. (2009). Amygdala Hypoactivity to Fearful Faces in Boys With Conduct Problems and Callous-Unemotional Traits. American Journal of Psychiatry, 166, 95–102.

    Article  PubMed  Google Scholar 

  • Kahle, S., Miller, J. G., Lopez, M., & Hastings, P. D. (2016). Sympathetic recovery from anger is associated with emotion regulation. Journal of Experimental Child Psychology, 142, 359–371.

    Article  PubMed  Google Scholar 

  • Kaufman, J., Birmaher, B., Brent, D., Rao, U., Flynn, C., Moreci, P., & Ryan, N. (1997). Schedule for Affective Disorders and Schizophrenia for School-Age Children-Present and Lifetime Version (K-SADS-PL): Initial Reliability and Validity Data. Journal of the American Academy of Child & Adolescent Psychiatry, 36, 980–988.

    Article  Google Scholar 

  • Kazdin, A. E., Whitley, M., & Marciano, P. L. (2006). Child–therapist and parent–therapist alliance and therapeutic change in the treatment of children referred for oppositional, aggressive, and antisocial behavior. Journal of Child Psychology and Psychiatry, 47, 436–445.

    Article  PubMed  Google Scholar 

  • Kimonis, E. R., Frick, P. J., Skeem, J. L., Marsee, M. A., Cruise, K., Munoz, L. C., & Morris, A. S. (2008). Assessing callous–unemotional traits in adolescent offenders: Validation of the Inventory of Callous-Unemotional Traits. International Journal of Law and Psychiatry, 31, 241–252.

    Article  PubMed  Google Scholar 

  • Lorber, M. F. (2004). Psychophysiology of Aggression, Psychopathy, and Conduct Problems: A Meta-Analysis. Psychological Bulletin, 130, 531–552.

    Article  PubMed  Google Scholar 

  • Miller, J. G., Chocol, C., Nuselovici, J. N., Utendale, W. T., Simard, M., & Hastings, P. D. (2013). Children’s dynamic RSA change during anger and its relations with parenting, temperament, and control of aggression. Biological Psychology, 92, 417–425.

    Article  PubMed  Google Scholar 

  • Miller, J. G., Nuselovici, J. N., & Hastings, P. D. (2016). Nonrandom Acts of Kindness: Parasympathetic and Subjective Empathic Responses to Sadness Predict Children’s Prosociality. Child Development, 87, 1679–1690.

    Article  PubMed  PubMed Central  Google Scholar 

  • Mills-Koonce, W. R., Wagner, N. J., Willoughby, M. T., Stifter, C., Blair, C., & Granger, D. A. (2015). Greater fear reactivity and psychophysiological hyperactivity among infants with later conduct problems and callous-unemotional traits. Journal of Child Psychology and Psychiatry, 56, 147–154.

    Article  PubMed  Google Scholar 

  • Moore, A. A., Rappaport, L. M., Blair, R. J., Pine, D. S., Leibenluft, E., Brotman, M. A., & Roberson-Nay, R. (2019). Genetic underpinnings of callous-unemotional traits and emotion recognition in children, adolescents, and emerging adults. Journal of Child Psychology and Psychiatry, 60, 638–645.

    Article  PubMed  Google Scholar 

  • Muthén, L. K., & Muthén, B. O. (1998). Mplus User’s Guide (7th ed.). Muthén & Muthén.

    Google Scholar 

  • Pang, K. C., & Beauchaine, T. P. (2013). Longitudinal patterns of autonomic nervous system responding to emotion evocation among children with conduct problems and/or depression. Developmental Psychobiology, 55, 698–706.

    PubMed  Google Scholar 

  • Patriquin, M. A., Lorenzi, J., Scarpa, A., Calkins, S. D., & Bell, M. A. (2015). Broad implications for respiratory sinus arrhythmia development: Associations with childhood symptoms of psychopathology in a community sample. Developmental Psychobiology, 57, 120–130.

    Article  PubMed  Google Scholar 

  • Porges, S. W. (2007). The polyvagal perspective. Biological Psychology, 74, 116–143.

    Article  PubMed  Google Scholar 

  • Porges, S. W., & Furman, S. A. (2011). The early development of the autonomic nervous system provides a neural platform for social behaviour: A polyvagal perspective. Infant and Child Development, 20, 106–118.

    Article  PubMed  PubMed Central  Google Scholar 

  • Ram, N., & Grimm, K. (2007). Using simple and complex growth models to articulate developmental change: Matching theory to method. International Journal of Behavioral Development, 31, 303–316.

    Article  Google Scholar 

  • Rivenbark, J. G., Odgers, C. L., Caspi, A., Harrington, H., Hogan, S., Houts, R. M., & Moffitt, T. E. (2018). The high societal costs of childhood conduct problems: Evidence from administrative records up to age 38 in a longitudinal birth cohort. Journal of Child Psychology and Psychiatry, 59, 703–710.

    Article  PubMed  Google Scholar 

  • Robinson, M., Doherty, D. A., Cannon, J., Hickey, M., Rosenthal, S. L., Marino, J. L., & Skinner, S. R. (2019). Comparing adolescent and parent reports of externalizing problems: A longitudinal population-based study. British Journal of Developmental Psychology, 37, 247–268.

    Article  PubMed  Google Scholar 

  • Shader, T., Gatzke-Kopp, L., Crowell, S., Reid, M., Thayer, J., Vasey, M., & Beauchaine, T. (2018). Quantifying respiratory sinus arrhythmia: Effects of misspecifying breathing frequencies across development. Development and Psychopathology, 30, 351–366.

    Article  PubMed  Google Scholar 

  • Sharf, A., Kimonis, E. R., & Howard, A. (2014). Negative Life Events and Posttraumatic Stress Disorder among Incarcerated Boys with Callous-Unemotional Traits. Journal of Psychopathology and Behavioral Assessment, 36, 401–414.

    Article  Google Scholar 

  • Tabachnick, A. R., Moore, C., Raby, K. L., Goldstein, A., Zajac, L., & Dozier, M. (2020). Respiratory sinus arrhythmia as a moderator of early maltreatment effects on later externalizing problems. Development and Psychopathology, 1–11.

  • Thomson, N. D., & Centifanti, L. C. M. (2018). Proactive and Reactive Aggression Subgroups in Typically Developing Children: The Role of Executive Functioning, Psychophysiology, and Psychopathy. Child Psychiatry & Human Development, 49, 197–208.

    Article  Google Scholar 

  • Tobia, V., Bonifacci, P., Ottaviani, C., Borsato, T., & Marzocchi, G. M. (2016). Reading under the skin: Physiological activation during reading in children with dyslexia and typical readers. Annals of Dyslexia, 66, 171–186.

    Article  PubMed  Google Scholar 

  • Viding, E., Sebastian, C. L., Dadds, M. R., Lockwood, P. L., Cecil, C. A. M., De Brito, S. A., & McCrory, E. J. (2012). Amygdala Response to Preattentive Masked Fear in Children With Conduct Problems: The Role of Callous-Unemotional Traits. American Journal of Psychiatry, 169, 1109–1116.

    Article  PubMed  Google Scholar 

  • Vine, V., Victor, S. E., Mohr, H., Byrd, A. L., & Stepp, S. D. (2020). Adolescent suicide risk and experiences of dissociation in daily life. Psychiatry Research, 287, 112870.

  • Wagner, N. J., Hastings, P. D., & Rubin, K. H. (2018). Callous-Unemotional Traits and Autonomic Functioning in Toddlerhood Interact to Predict Externalizing Behaviors in Preschool. Journal of Abnormal Child Psychology, 46, 1439–1450.

    Article  PubMed  Google Scholar 

  • Wagner, N. J., & Waller, R. (2020). Leveraging parasympathetic nervous system activity to study risk for psychopathology: The special case of callous-unemotional traits. Neuroscience & Biobehavioral Reviews, 118, 175–185.

    Article  Google Scholar 

  • Wagner, N., Mills-Koonce, R., Willoughby, M., Propper, C., Rehder, P., & Gueron-Sela, N. (2017). Respiratory sinus arrhythmia and heart period in infancy as correlates of later oppositional defiant and callous-unemotional behaviors. International Journal of Behavioral Development, 41, 127–135.

    Article  PubMed  Google Scholar 

  • Waller, R., Gardner, F., & Hyde, L. W. (2013). What are the associations between parenting, callous–unemotional traits, and antisocial behavior in youth? A systematic review of evidence. Clinical Psychology Review, 33, 593–608.

    Article  PubMed  Google Scholar 

  • Waller, R., Hyde, L. W., Klump, K. L., & Burt, S. A. (2018). Parenting Is an Environmental Predictor of Callous-Unemotional Traits and Aggression: A Monozygotic Twin Differences Study. Journal of the American Academy of Child & Adolescent Psychiatry, 57, 955–963.

    Article  Google Scholar 

  • Waller, R., & Wagner, N. (2019). The Sensitivity to Threat and Affiliative Reward (STAR) model and the development of callous-unemotional traits. Neuroscience & Biobehavioral Reviews, 107, 656–671.

    Article  Google Scholar 

  • Waller, R., Wagner, N. J., Barstead, M. G., Subar, A., Petersen, J. L., Hyde, J. S., & Hyde, L. W. (2020). A meta-analysis of the associations between callous-unemotional traits and empathy, prosociality, and guilt. Clinical Psychology Review, 75, 101809.

  • Williams, K. T. (1997). Expressive Vocabulary Test Second Edition (EVTTM2). 6.

Download references

Acknowledgements

Research was supported by grants from the National Institute of Mental Health (R01 MH101088; F32 MH110077; T32 MH018951; K01 MH119216). The authors thank all the families who took part in this study and the MoodY study team, which includes research assistants, interviewers and their supervisors, data managers, student workers, and volunteers. The authors have declared that they have no competing or potential conflicts of interest.

Funding

Research was supported by grants from the National Institute of Mental Health (R01 MH101088; F32 MH110077; T32 MH018951; K01 MH119216).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Rebecca Waller.

Ethics declarations

Ethics Approval

All study procedures were approved by the Human Research Protection Office (HRPO) and the Clinical and Translational Science Institute (CTSI) pediatric practice-based research network.

Conflicts of Interest

The authors have declared that they have no competing or potential conflicts of interest.

Consent to Participate

Youth and their parents provided written informed consent and were compensated for their time.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 829 KB)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Perlstein, S., Waller, R., Wagner, N. et al. Autonomic Nervous System Inflexibility During Parent–child Interactions is Related to Callous-unemotional Traits in Youth Aged 10–14 Years Old. Res Child Adolesc Psychopathol 49, 1581–1592 (2021). https://doi.org/10.1007/s10802-021-00849-2

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10802-021-00849-2

Keywords

Navigation