Hostname: page-component-76fb5796d-dfsvx Total loading time: 0 Render date: 2024-04-27T01:43:46.547Z Has data issue: false hasContentIssue false

Callous-unemotional traits and fearlessness: A cardiovascular psychophysiological perspective in two adolescent samples using virtual reality

Published online by Cambridge University Press:  28 August 2019

Nicholas D. Thomson*
Affiliation:
Division of Acute Care Surgical Services, Department of Surgery, Virginia Commonwealth University Health & Department of Psychology, University of Durham, UK.
Steven M. Gillespie
Affiliation:
Department of Psychological Sciences, Institute of Psychology, Health, and Society, University of Liverpool, Liverpool, UK.
Luna C.M. Centifanti
Affiliation:
Department of Psychological Sciences, Institute of Psychology, Health, and Society, University of Liverpool, Liverpool, UK.
*
Author for Correspondence: Nicholas D. Thomson, PhD, Division of Acute Care Surgical Services, Department of Surgery, Virginia Commonwealth University Health, Richmond, Virginia, 23298. E-mail: Nicholas.Thomson@VCUHealth.org.

Abstract

There has been a longstanding debate about the link between callous-unemotional traits and fearlessness. However, biological evidence for a relationship in adolescents is lacking. Using two adolescent samples, we measured emotional reactivity and cardiac measures of sympathetic (pre-ejection period) and parasympathetic (respiratory sinus arrhythmia) reactivity during 3D TV and virtual reality fear induction. Study 1 included 62 community adolescents from a stratified sample. Study 2 included 60 adolescents from Emotional and Behavioral Difficulties schools. Results were consistent across both studies. Adolescents with high callous-unemotional traits showed coactivation of the sympathetic and parasympathetic nervous system. Consistent with these results, youths with callous-unemotional traits self-reported that they felt more in control after the fear induction. Thus, in both samples, youth with callous-unemotional traits displayed a physiological and emotional profile suggesting they maintained control during fear induction. Therefore, it is proposed here that a shift in thinking of youth with callous-unemotional traits as fearless to youth with callous-unemotional traits are better able to manage fearful situations, may be more appropriate.

Type
Regular Articles
Copyright
Copyright © Cambridge University Press 2019

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

Aiken, L. S., & West, S. G. (1991). Multiple regression: Testing and interpreting interactions. Thousand Oaks, CA: Sage Publications, Inc.Google Scholar
Alkon, A., Goldstein, L. H., Smider, N., Essex, M. J., Kupfer, D. J., & Boyce, W. T. (2003). Developmental and contextual influences on autonomic reactivity in young children. Developmental Psychobiology, 42, 6478. https://doi.org/10.1002/dev.10082CrossRefGoogle ScholarPubMed
Allison, A. L., Peres, J. C., Boettger, C., Leonbacher, U., Hastings, P. D., & Shirtcliff, E. A. (2012). Fight, flight, or fall: Autonomic nervous system reactivity during skydiving. Personality and Individual Differences, 53, 218223. https://doi.org/10.1016/j.paid.2012.03.019CrossRefGoogle Scholar
American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). Washington, DC: Author.Google Scholar
Anastassiou-Hadjicharalambous, X., & Warden, D. (2008). Physiologically-indexed and self-perceived affective empathy in conduct-disordered children high and low on callous-unemotional traits. Child Psychiatry and Human Development, 39, 503–17. https://doi.org/10.1007/s10578-008-0104-yCrossRefGoogle ScholarPubMed
Anthony, B. J., & Graham, F. K. (1985). Blink reflex modification by selective attention: evidence for the modulation of “automatic” processing. Biological Psychology, 21, 4359.CrossRefGoogle ScholarPubMed
Beauchaine, T. P. (2001). Vagal tone, development, and Gray's motivational theory: Toward an integrated model of autonomic nervous system functioning in psychopathology. Development and Psychopathology, 13, 183214. https://doi.org/https://doi.org/10.1017/s0954579401002012CrossRefGoogle ScholarPubMed
Beauchaine, T. P. (2015). Respiratory Sinus Arrhythmia: A Transdiagnostic Biomarker of Emotion Dysregulation and Psychopathology. Current Opinion in Psychology, 3, 4347. https://doi.org/10.1016/j.copsyc.2015.01.017CrossRefGoogle ScholarPubMed
Beauchaine, T. P., Gatzke-Kopp, L., & Mead, H. K. (2007). Polyvagal theory and developmental psychopathology: Emotion dysregulation and conduct problems from preschool to adolescence. Biological Psychology, 74, 174–84. https://doi.org/10.1016/j.biopsycho.2005.08.008CrossRefGoogle 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, 788–96. https://doi.org/10.1097/CHI.Ob013e318172ef4bCrossRefGoogle ScholarPubMed
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, 610–24.CrossRefGoogle ScholarPubMed
Berntson, G. G., Cacioppo, J. T., & Quigley, K. S. (1991). Autonomic determinism: The modes of autonomic control, the doctrine of autonomic space, and the laws of autonomic constraint. Psychological Review, 98, 459–87. https://doi.org/https://doi.org/10.1037//0033-295x.98.4.459CrossRefGoogle ScholarPubMed
Berntson, G. G., Norman, G. J., Hawkley, L. C., & Cacioppo, J. T. (2008). Cardiac autonomic balance versus cardiac regulatory capacity. Psychophysiology, 45, 643–52. https://doi.org/10.1111/j.1469-8986.2008.00652.xCrossRefGoogle ScholarPubMed
Blair, R. J. R., Leibenluft, E., & Pine, D. S. (2014). Conduct disorder and callous-unemotional traits in youth. New England Journal of Medicine, 371, 22072216. https://doi.org/10.1056/NEJMra1315612CrossRefGoogle ScholarPubMed
Bornemann, B., Winkielman, P., & der Meer, E. van. (2012). Can you feel what you do not see? Using internal feedback to detect briefly presented emotional stimuli. International Journal of Psychophysiology, 85, 116124. https://doi.org/10.1016/j.ijpsycho.2011.04.007CrossRefGoogle Scholar
Boyce, W., Quas, J., Alkon, A., Smider, N. A., Essex, M. J., & Kupfer, D. J. (2001). Autonomic reactivity and psychopathology in middle childhood. The British Journal of Psychiatry: The Journal of Mental Science, 179, 144–50. https://doi.org/https://doi.org/10.1192/bjp.179.2.144CrossRefGoogle ScholarPubMed
Bradley, M. M., Cuthbert, B. N., & Lang, P. J. (1990). Startle reflex modification: Emotion or attention? Psychophysiology, 27, 513522. https://doi.org/10.1111/j.1469-8986.1990.tb01966.xCrossRefGoogle ScholarPubMed
Bradley, M. M., & Lang, P. J. (1994). Measuring emotion: The self-assessment manikin and the semantic differential. Journal of Behavior Therapy and Experimental Psychiatry, 25, 4959. https://doi.org/https://doi.org/10.1016/0005-7916(94)90063-9CrossRefGoogle ScholarPubMed
Brenner, S. L., Beauchaine, T. P., & Sylvers, P. D. (2005). A comparison of psychophysiological and self-report measures of BAS and BIS activation. Psychophysiology, 42, 108–15. https://doi.org/10.1111/j.1469-8986.2005.00261.xCrossRefGoogle ScholarPubMed
Brzozowski, A., Gillespie, S. M., Dixon, L., & Mitchell, I. J. (2018). Cardiac autonomic function and psychological characteristics of heterosexual female perpetrators of intimate partner physical aggression. Journal of Interpersonal Violence, Article 088626051877574. Retrieved from https://doi.org/10.1177/0886260518775748CrossRefGoogle ScholarPubMed
Bylsma, L. M., Yaroslavsky, I., Rottenberg, J., Jennings, J. R., George, C. J., Kiss, E., … Kovacs, M. (2015). Juvenile onset depression alters cardiac autonomic balance in response to psychological and physical challenges. Biological Psychology, 110, 167–74. https://doi.org/10.1016/j.biopsycho.2015.07.003CrossRefGoogle ScholarPubMed
Calkins, S. D., & Dedmon, S. E. (2000). Physiological and behavioral regulation in two-year-old children with aggressive/destructive behavior problems. Journal of Abnormal Child Psychology, 28, 103118. https://doi.org/10.1023/A:1005112912906CrossRefGoogle ScholarPubMed
Campbell, A., Coombes, C., David, R., Opre, A., Grayson, L., & Muncer, S. (2016). Sex differences are not attenuated by a sex-invariant measure of fear: The situated fear questionnaire. Personality and Individual Differences, 97, 210219. https://doi.org/10.1016/j.paid.2016.03.049CrossRefGoogle Scholar
Carrive, P. (2006). Dual activation of cardiac sympathetic and parasympathetic components during conditioned fear to context in the rat. Clinical and Experimental Pharmacology and Physiology, 33, 12511254. https://doi.org/10.1111/j.1440-1681.2006.04519.xCrossRefGoogle ScholarPubMed
Crowell, S. E., Beauchaine, T. P., Gatzke-Kopp, L., Sylvers, P., Mead, H., & Chipman-Chacon, J. (2006). Autonomic correlates of attention-deficit/hyperactivity disorder and oppositional defiant disorder in preschool children. Journal of Abnormal Psychology, 115, 174–8. https://doi.org/10.1037/0021-843X.115.1.174CrossRefGoogle ScholarPubMed
Dackis, M. N., Rogosch, F. A., & Cicchetti, D. (2015). Child maltreatment, callous-unemotional traits, and defensive responding in high-risk children: An investigation of emotion-modulated startle response. Development and Psychopathology, 27, 1527–45. https://doi.org/10.1017/S0954579415000929CrossRefGoogle ScholarPubMed
Dadds, M. R., El Masry, Y., Wimalaweera, S., & Guastella, A. J. (2008). Reduced eye gaze explains. Journal of the American Academy of Child & Adolescent Psychiatry, 47, 455463.CrossRefGoogle ScholarPubMed
Del Giudice, M., Ellis, B. J., & Shirtcliff, E. A. (2011). The adaptive calibration model of stress responsivity. Neuroscience and Biobehavioral Reviews, 35, 1562–92. https://doi.org/10.1016/j.neubiorev.2010.11.007CrossRefGoogle ScholarPubMed
Del Giudice, M., Hinnant, J. B., Ellis, B. J., & El-Sheikh, M. (2012). Adaptive patterns of stress responsivity: A preliminary investigation. Developmental Psychology, 48, 775–90. https://doi.org/10.1037/a0026519CrossRefGoogle ScholarPubMed
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, 211–23. https://doi.org/10.1007/s10802-011-9557-8CrossRefGoogle ScholarPubMed
El-Sheikh, M., Kouros, C. D., Erath, S., Cummings, E. M., Keller, P., & Staton, L. (2009). Marital conflict and children's externalizing behavior: interactions between parasympathetic and sympathetic nervous system activity. Monographs of the Society for Research in Child Development, 74 179. https://doi.org/10.1111/j.1540-5834.2009.00501.xGoogle ScholarPubMed
Fanti, K. A. (2018). Understanding heterogeneity in conduct disorder: A review of psychophysiological studies. Neuroscience & Biobehavioral Reviews, 91, 420.CrossRefGoogle ScholarPubMed
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, 98107. https://doi.org/10.1016/J.NEUBIOREV.2019.02.016CrossRefGoogle ScholarPubMed
Fanti, K. A., Frick, P. J., & Georgiou, S. (2009). Linking callous-unemotional traits to instrumental and non-instrumental forms of aggression. Journal of Psychopathology and Behavioral Assessment, 31, 285298. https://doi.org/10.1007/s10862-008-9111-3CrossRefGoogle Scholar
Fanti, K. A., Kyranides, M. N., Georgiou, G., Petridou, M., Colins, O. F., Tuvblad, C., & Andershed, H. (2017). Callous-unemotional, impulsive-irresponsible, and grandiose-manipulative traits: Distinct associations with heart rate, skin conductance, and startle responses to violent and erotic scenes. Psychophysiology, 54, 663672. https://doi.org/10.1111/psyp.12837CrossRefGoogle ScholarPubMed
Fanti, K. A., Panayiotou, G., Kyranides, M. N., & Avraamides, M. N. (2016). Startle modulation during violent films: Association with callous–unemotional traits and aggressive behavior. Motivation and Emotion, 40, 113. https://doi.org/10.1007/s11031-015-9517-7CrossRefGoogle Scholar
Fanti, K. A., Panayiotou, G., Lazarou, C., Michael, R., & Georgiou, G. (2016). The better of two evils? Evidence that children exhibiting continuous conduct problems high or low on callous-unemotional traits score on opposite directions on physiological and behavioral measures of fear. Development and Psychopathology, 28, 185–98. https://doi.org/10.1017/S0954579415000371CrossRefGoogle ScholarPubMed
Frick, P. J. (2004). The Inventory of Callous-Unemotional Traits. The University of New Orleans. Available at http://labs.uno.edu/developmental-psychopathology/ICU.htmlGoogle Scholar
Frick, P. J., & Morris, A. S. (2004). Temperament and developmental pathways to conduct problems. Journal of Clinical Child and Adolescent Psychology: The Official Journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53, 33, 5468. https://doi.org/10.1207/S15374424JCCP3301_6CrossRefGoogle ScholarPubMed
Frick, P. J., Ray, J. V, Thornton, L. C., & Kahn, R. E. (2014). Annual research review: A developmental psychopathology approach to understanding callous-unemotional traits in children and adolescents with serious conduct problems. Journal of Child Psychology and Psychiatry, and Allied Disciplines, 55, 532–48. https://doi.org/10.1111/jcpp.12152CrossRefGoogle ScholarPubMed
Frick, P. J., & Viding, E. (2009). Antisocial behavior from a developmental psychopathology perspective. Development and Psychopathology, 21, 1111–31. https://doi.org/10.1017/S0954579409990071CrossRefGoogle ScholarPubMed
Geer, J. H. (1965). The development of a scale to measure fear. Behaviour Research and Therapy, 3, 4553.CrossRefGoogle ScholarPubMed
Gillespie, S. M., Brzozowski, A., & Mitchell, I. J. (2018). Self-regulation and aggressive antisocial behaviour: Insights from amygdala-prefrontal and heart-brain interactions. Psychology, Crime & Law, 24, 243257. https://doi.org/10.1080/1068316X.2017.1414816CrossRefGoogle Scholar
Goodman, R. (1997). The Strengths and Difficulties Questionnaire: A research note. Journal of Child Psychology and Psychiatry, 38, 581586. https://doi.org/10.1111/j.1469-7610.1997.tb01545.xCrossRefGoogle ScholarPubMed
Grossman, P., van Beek, J., & Wientjes, C. (1990). A comparison of three quantification methods for estimation of respiratory sinus arrhythmia. Psychophysiology, 27, 702–14. https://doi.org/https://doi.org/10.1111/j.1469-8986.1990.tb03198.xCrossRefGoogle ScholarPubMed
Hastrup, J. L. (1986). Duration of initial heart rate assessment in psychophysiology: Current practices and implications. Psychophysiology, 23, 1518.CrossRefGoogle ScholarPubMed
Holliman, N. (2010). Cosmic origins: Experiences making a stereoscopic 3D movie. International Society for Optics and Photonics, 7524.Google Scholar
Hoppenbrouwers, S. S., Bulten, B. H., & Brazil, I. A. (2016). Parsing fear: A reassessment of the evidence for fear deficits in psychopathy. Psychological Bulletin, 142, 573600. https://doi.org/https://doi.org/10.1037/bul0000040CrossRefGoogle ScholarPubMed
Jennings, J. R., Kamarck, T., Stewart, C., Eddy, M., & Johnson, P. (1992). Alternate cardiovascular baseline assessment techniques: vanilla or resting baseline. Psychophysiology, 29, 742–50.CrossRefGoogle ScholarPubMed
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. The American Journal of Psychiatry, 166(, 95102. https://doi.org/10.1176/appi.ajp.2008.07071050CrossRefGoogle ScholarPubMed
Kimonis, E. R., Frick, P. J., Munoz, L. C., & Aucoin, K. J. (2008). Callous-unemotional traits and the emotional processing of distress cues in detained boys: Testing the moderating role of aggression, exposure to community violence, and histories of abuse. Development and Psychopathology, 20, 569–89. https://doi.org/10.1017/S095457940800028XCrossRefGoogle Scholar
Klingzell, I., Fanti, K. A., Colins, O. F., Frogner, L., Andershed, A.-K., & Andershed, H. (2016). Early childhood trajectories of conduct problems and callous-unemotional traits: The role of fearlessness and psychopathic personality dimensions. Child Psychiatry & Human Development, 47, 236247. https://doi.org/10.1007/s10578-015-0560-0CrossRefGoogle ScholarPubMed
Koizumi, K., Terui, N., Kollai, M., & Brooks, C. M. (1982). Functional significance of coactivation of vagal and sympathetic cardiac nerves. Proceedings of the National Academy of Sciences of the United States of America, 79, 2116–20.CrossRefGoogle ScholarPubMed
Kyranides, M. N., Fanti, K. A., & Panayiotou, G. (2016). The disruptive adolescent as a grown-up: Predicting adult startle responses to violent and erotic films from adolescent conduct problems and callous-unemotional traits. Journal of Psychopathology and Behavioral Assessment, 38, 183194. https://doi.org/10.1007/s10862-015-9520-zCrossRefGoogle Scholar
Lang, P. J., Bradley, M. M., & Cuthbert, B. N. (1997). Motivated attention: Affect, activation, and action. In Lang, P., Simons, R. F., & Balaban, M. T. (Eds.), Attention and orienting: Sensory and motivational processes (pp. 97135). Yahweh, NJ: Lawrence Erlbaum Associates Publishers.Google Scholar
LeDoux, J. E. (2013). The slippery slope of fear. Trends in Cognitive Sciences, 17, 155–6. https://doi.org/10.1016/j.tics.2013.02.004CrossRefGoogle Scholar
Lozier, L. M., Cardinale, E. M., VanMeter, J. W., & Marsh, A. A. (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, 627–36. https://doi.org/10.1001/jamapsychiatry.2013.4540CrossRefGoogle ScholarPubMed
Lykken, D. (1995). The antisocial personalities. Hills- dale, NJ: Erlbaum.Google Scholar
Marsh, A. A., & Cardinale, E. M. (2014). When psychopathy impairs moral judgments: neural responses during judgments about causing fear. Social Cognitive and Affective Neuroscience, 9, 311. https://doi.org/10.1093/scan/nss097CrossRefGoogle ScholarPubMed
Marsh, A. A., Finger, E. C., Mitchell, D. G. V. V., Reid, M. E., Sims, C., Kosson, D. S., … Blair, R. J. R. R. (2008). Reduced amygdala response to fearful expressions in children and adolescents with callous-unemotional traits and disruptive behavior disorders. The American Journal of Psychiatry, 165, 712–20. https://doi.org/10.1176/appi.ajp.2007.07071145CrossRefGoogle ScholarPubMed
Marsh, A. A., Finger, E. C., Schechter, J. C., Jurkowitz, I. T. N., Reid, M. E., & Blair, R. J. R. (2011). Adolescents with psychopathic traits report reductions in physiological responses to fear. Journal of Child Psychology and Psychiatry, and Allied Disciplines, 52, 834–41. https://doi.org/10.1111/j.1469-7610.2010.02353.xCrossRefGoogle ScholarPubMed
Mirisola, A., & Seta, L. (2011). Pequod package: Moderated regression with mean and residual centering and multiple slope analysis. Perugia: University of Perugia.Google Scholar
Muñoz, L. C., Frick, P. J., Kimonis, E. R., & Aucoin, K. J. (2008). Types of aggression, responsiveness to provocation, and callous-unemotional traits in detained adolescents. Journal of Abnormal Child Psychology, 36, 1528. https://doi.org/10.1007/s10802-007-9137-0CrossRefGoogle ScholarPubMed
Musser, E. D., Galloway-Long, H. S., Frick, P. J., & Nigg, J. T. (2013). Emotion regulation and heterogeneity in attention-deficit/hyperactivity disorder. Journal of the American Academy of Child and Adolescent Psychiatry, 52, 163171.e2. https://doi.org/10.1016/j.jaac.2012.11.009CrossRefGoogle ScholarPubMed
Newlin, D. B., & Levenson, R. W. (1979). Pre-ejection period: Measuring beta-adrenergic influences upon the heart. Psychophysiology, 16, 546–53.CrossRefGoogle ScholarPubMed
Newman, J. P., & Brinkley, C. A. (1997). Reconsidering the low-fear explanation for primary psychopathy. Psychological Inquiry, 8, 236244. https://doi.org/10.1207/s15327965pli0803_14CrossRefGoogle Scholar
Northover, C., Thapar, A., Langley, K., & van Goozen, S. H. M. (2015). Pain sensitivity in adolescent males with attention-deficit/hyperactivity disorder: Testing for associations with conduct disorder and callous and unemotional traits. PloS One, 10, e0134417. https://doi.org/10.1371/journal.pone.0134417CrossRefGoogle ScholarPubMed
Ohman, A., & Soares, J. J. (1998). Emotional conditioning to masked stimuli: Expectancies for aversive outcomes following nonrecognized fear-relevant stimuli. Journal of Experimental Psychology. General, 127, 6982.CrossRefGoogle ScholarPubMed
Öhman, A., & Wiens, S. (2003). On the automaticity of autonomic responses in emotion: An evolutionary perspective. In Davidson, R. J., Scherer, K. R., & Goldsmith, H. H. (Eds.), Handbook of affective sciences. Series in affective science. New York: Oxford University Press.Google Scholar
Olsson, A., & Phelps, E. A. (2004). Learned fear of “unseen” faces after Pavlovian, observational, and instructed fear. Psychological Science, 15, 822828. https://doi.org/10.1111/j.0956-7976.2004.00762.xCrossRefGoogle ScholarPubMed
Pardini, D. (2006). The callousness pathway to severe violent delinquency. Aggressive Behavior, 32, 590598. https://doi.org/10.1002/ab.20158CrossRefGoogle Scholar
Paton, J. F. R., Boscan, P., Pickering, A. E., & Nalivaiko, E. (2005). The yin and yang of cardiac autonomic control: Vago-sympathetic interactions revisited. Brain Research. Brain Research Reviews, 49, 555–65. https://doi.org/10.1016/j.brainresrev.2005.02.005CrossRefGoogle ScholarPubMed
Patrick, C. J., Bradley, M. M., & Lang, P. J. (1993). Emotion in the criminal psychopath: Startle reflex modulation. Journal of Abnormal Psychology, 102, 8292. https://doi.org/10.1037//0021-843X.102.1.82CrossRefGoogle ScholarPubMed
Piferi, R. L., Kline, K. A., Younger, J., & Lawler, K. A. (2000). An alternative approach for achieving cardiovascular baseline: Viewing an aquatic video. International Journal of Psychophysiology: Official Journal of the International Organization of Psychophysiology, 37, 207–17.CrossRefGoogle ScholarPubMed
Pihet, S., Etter, S., Schmid, M., & Kimonis, E. R. (2015). Assessing Callous-unemotional traits in adolescents: Validity of the Inventory of Callous-Unemotional Traits across gender, age, and community/institutionalized status. Journal of Psychopathology and Behavioral Assessment, 37, 407421. https://doi.org/10.1007/s10862-014-9472-8CrossRefGoogle Scholar
Pine, D. S., Wasserman, G. A., Miller, L., Coplan, J. D., Bagiella, E., Kovelenku, P., … Sloan, R. P. (1998). Heart period variability and psychopathology in urban boys at risk for delinquency. Psychophysiology, 35, 521–9.CrossRefGoogle ScholarPubMed
Porges, S. W. (1995). Orienting in a defensive world: Mammalian modifications of our evolutionary heritage. A polyvagal theory. Psychophysiology, 32, 301–18. https://doi.org/https://doi.org/10.1111/j.1469-8986.1995.tb01213.xCrossRefGoogle Scholar
Porges, S. W. (2003). The polyvagal theory: Phylogenetic contributions to social behavior. Physiology & Behavior, 79, 503513. https://doi.org/10.1016/S0031-9384(03)00156-2CrossRefGoogle ScholarPubMed
Porges, S. W. (2007). The polyvagal perspective. Biological Psychology, 74, 116143. https://doi.org/10.1016/j.biopsycho.2006.06.009CrossRefGoogle ScholarPubMed
R Core Team, . (2016). R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing.Google Scholar
Rothemund, Y., Ziegler, S., Hermann, C., Gruesser, S. M., Foell, J., Patrick, C. J., & Flor, H. (2012). Fear conditioning in psychopaths: Event-related potentials and peripheral measures. Biological Psychology, 90, 50–9. https://doi.org/10.1016/j.biopsycho.2012.02.011CrossRefGoogle ScholarPubMed
Scarpa, A., Haden, S. C., & Tanaka, A. (2010). Being hot-tempered: Autonomic, emotional, and behavioral distinctions between childhood reactive and proactive aggression. Biological Psychology, 84, 488–96. https://doi.org/10.1016/j.biopsycho.2009.11.006CrossRefGoogle ScholarPubMed
Sherwood, A., Allen, M. T., Fahrenberg, J., Kelsey, R. M., Lovallo, W. R., & van Doornen, L. J. (1990). Methodological guidelines for impedance cardiography. Psychophysiology, 27, 123.Google ScholarPubMed
Tabachnick, B. G., & Fidell, L. S. (2013). Using multivariate statistics (6th). Boston: Pearson.Google Scholar
Thayer, J. F., Åhs, F., Fredrikson, M., Sollers, J. J., & Wager, T. D. (2012). A meta-analysis of heart rate variability and neuroimaging studies: Implications for heart rate variability as a marker of stress and health. Neuroscience & Biobehavioral Reviews, 36, 747756. https://doi.org/10.1016/J.NEUBIOREV.2011.11.009CrossRefGoogle ScholarPubMed
Thayer, J. F., & Lane, R. D. (2009). Claude Bernard and the heart-brain connection: further elaboration of a model of neurovisceral integration. Neuroscience and Biobehavioral Reviews, 33, 81–8. https://doi.org/10.1016/j.neubiorev.2008.08.004CrossRefGoogle Scholar
Thomson, N. D., Aboutanos, M. B., Kiehl, K. A., Neumann, C. S., Galusha, C., & Fanti, K. A. (2018). Physiological reactivity in response to a fear induced virtual reality experience: Associations with psychopathic traits. Psychophysiology.Google ScholarPubMed
Thomson, N. D., & Beauchaine, T. P. (2018). Respiratory sinus arrhythmia mediates links between borderline personality disorder symptoms and both aggressive and violent behavior. Journal of Personality Disorders, 32, 116. https://doi.org/https://doi.org/10.1521/pedi_2018_358Google Scholar
Thomson, N. D., Kiehl, K. A., & Bjork, J. M. (2018). Predicting violence and aggression in young women: The importance of psychopathy and neurobiological function. Physiology & Behavior, 201, 130138. https://doi.org/10.1016/J.PHYSBEH.2018.11.043CrossRefGoogle Scholar
Wagner, C. R., & Abaied, J. L. (2015). Relational victimization and proactive versus reactive relational aggression: The moderating effects of respiratory sinus arrhythmia and skin conductance. Aggressive Behavior, 41, 566579. https://doi.org/10.1002/ab.21596CrossRefGoogle ScholarPubMed
White, S. F., & Frick, P. J. (2010). Callous-unemotional traits and their importance to causal models of severe antisocial behavior in youth. In Salekin, R. & Lynam, D. (Eds.), Handbook of child and adolescent psychopathy (pp. 135155). New York: The Guilford Press.Google Scholar