Aggression Running Through Your Veins? The Relationship Between Heart Rate, Heart Rate Variability, and Aggression in Detained Juveniles
A Pilot Study
Abstract
Abstract:Aims: Aggression is one of the most important dynamic risk factors for recidivism in juveniles. The physiological underpinnings of aggression, such as the functioning of the Autonomic Nervous System (ANS), need further investigation to eventually improve diagnostics and treatment practices. Therefore, the present pilot study examined whether relations exist between ANS basal functioning (i.e., resting Heart Rate [HR] and Heart Rate Variability [HRV]) and proactive and reactive aggression; and between ANS responsivity (i.e., HR(V) in response to stressful conditions) and pro- and reactive aggression in detained juveniles. Methods: Participants were 27 detained boys (Mage = 17.37, SD = 1.31) from an all-boy Juvenile Detention Center in the Netherlands. Trait-level proactive and reactive aggression, cardiac measures, and potential lifestyle covariates were assessed. Pearson and Spearman correlations and multiple hierarchical regression analyses were conducted. Results: Results showed no significant associations between ANS basal functioning, ANS responsivity, and proactive and reactive aggression. Conclusions: This study adds to the literature by increasing knowledge on the link between both resting HR(V) as well as HR(V) responsivity and both forms of aggression and provides recommendations to further advance research in this field.
References
2016). Autonomic nervous system dysfunction in psychiatric disorders and the impact of psychotropic medications: A systematic review and meta-analysis. Journal of Psychiatry & Neuroscience, 41(2), 89–104. https://doi.org/10.1503/jpn.140217
(2002). Human aggression. Annual Review of Psychology, 53(1), 27–51. https://doi.org/10.1146/annurev.psych.53.100901.135231
(2015). Risk factors for persistent delinquent behavior among juveniles: A meta analytic review. Clinical Psychology Review, 42, 47–61. https://doi.org/10.1016/j.cpr.2015.08.002
(2022). Modeling subjective fear using skin conductance: A preliminary study in virtual reality. 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (pp. 3451–3454). IEEE. https://doi.org/10.1109/EMBC48229.2022.9871557
(2007). Polyvagal theory and developmental psychopathology: Emotion dysregulation and conduct problems from pre-school to adolescence. Biological Psychology, 74(2), 174–184. https://doi.org/10.1016/j.biopsycho.2005.08.008
(2015). Heart rate variability as a transdiagnostic biomarker of psychopathology. International Journal of Psychophysiology, 98(2), 338–350. https://doi.org/10.1016/j.ijpsycho.2015.08.004
(1989). Frustration-aggression hypothesis: Examination and reformulation. Psychological Bulletin, 106(1), 59–73. https://doi.org/10.1037/0033-2909.106.1.59
(2008). Individual differences in trajectories of emotion regulation processes: The effects of maternal depressive symptomatology and children’s physiological regulation. Developmental Psychology, 44(4), 1110–1123. https://doi.org/10.1037/0012-1649.44.4.1110
(2002). Immersive virtual environment technology as a methodological tool for social psychology. Psychological Inquiry, 13(2), 103–124. https://doi.org/10.1207/S15327965PLI1302_01
(2013). Linkage of functional and structural anomalies in the left amygdala of reactive-aggressive men. Social Cognitive and Affective Neuroscience, 8(8), 928–936. https://doi.org/10.1093/scan/nss101
(2011). Virtual reality in neuroscience research and therapy. Nature Reviews Neuroscience, 12(12), 752–762. https://doi.org/10.1038/nrn3122
(2007). Revising the factor structure of the Simulator Sickness Questionnaire. Annual Review of Cybertherapy and Telemedicine, 5, 128–137.
(2004).
(Adolescents’ relationships with peers . In R. M. LernerL. SteinbergEds., Handbook of adolescent psychology (2nd ed., pp. 363–394). Wiley.2011). Hoe Ik Denk Vragenlijst (HID)
([How I Think Questionnaire] . Boom Test Uitgevers.2013). Emotional reactivity and the association between psychopathy-linked narcissism and aggression in detained adolescent boys. Development and Psychopathology, 25(2), 473–485. https://doi.org/10.1017/S0954579412001186
(1988). Statistical power analysis for the behavioral sciences (2nd ed.). Routledge.
(2010). Crime costs across offender trajectories: Studying the costs of crime across offender trajectories. Criminology & Public Policy, 9(2), 279–305. https://doi.org/10.1111/j.1745-9133.2010.00627.x
(2003). Angry and aggressive behavior across three generations: A prospective, longitudinal study of parents and children. Journal of Abnormal Child Psychology, 31(2), 143–160. https://doi.org/10.1023/a:1022570107457
(2009). Soft power in prison: Implications for staff-prisoner relationships, liberty and legitimacy. European Journal of Criminology, 8(6), 455–468. https://doi.org/10.1177/1477370811413805
(2008). Social information processing and cardiac predictors of adolescent antisocial behavior. Journal of Abnormal Psychology, 117(2), 253–267. https://doi.org/10.1037/0021-843X.117.2.253
(2021). This is the Custodial Institutions Agency (DJI) 2021. Ministry of Justice and Security. https://www.dji.nl/documenten/publicaties/2020
. (2011). The predictive value of low heart rate and heart rate variability during stress for reoffending in delinquent male adolescents. Psychophysiology, 48(11), 1597–1604. https://doi.org/10.1111/j.1469-8986.2011.01233.x
(1987). Social-information-processing factors in reactive and proactive aggression in children’s peer groups. Journal of Personality and Social Psychology, 53(6), 1146–1158.
(2015). Hostile attributional bias and aggressive behavior in global context. Proceedings of the National Academy of Sciences, 112(30), 9310–9315. https://doi.org/10.1073/pnas.1418572112
(2021). Heart-wired to be cold? Exploring cardiac markers of callous-unemotional traits in incarcerated offenders. International Journal of Psychophysiology, 170, 168–177. https://doi.org/10.1016/j.ijpsycho.2021.10.006
(2018). Understanding heterogeneity in conduct disorder: A review of psychophysiological studies. Neuroscience & Biobehavioral Reviews, 91, 4–20. https://doi.org/10.1016/j.neubiorev.2016.09.022
(2013). Associations between respiratory sinus arrhythmia reactivity and internalizing and externalizing symptoms are emotion specific. Cognitive, Affective, & Behavioral Neuroscience, 13(2), 238–251. https://doi.org/10.3758/s13415-012-0136-4
(2019). Identifying cybersickness through heart rate variability alterations. International Journal of Virtual Reality, 19(1), 1–10. https://doi.org/10.20870/IJVR.2019.19.1.2907
(1980). The clinical application of the biopsychosocial model. American Journal of Psychiatry, 137(5), 535–544. https://doi.org/10.1176/ajp.137.5.535
(2013). Cardiac vagal control and children’s adaptive functioning: A meta-analysis. Biological Psychology, 94(1), 22–37. https://doi.org/10.1016/j.biopsycho.2013.04.011
(1990). Developmental differences in the nature of self-representations: Implications for the understanding, assessment, and treatment of maladaptive behavior. Cognitive Therapy and Research, 14(2), 113–142. https://doi.org/10.1007/BF01176205
(2003). Psychometrische evaluatie van de Nederlandstalige versie van de Agressie Beoordelingsschaal van Dodge en Coie (1987)
([Psychometric evaluation of the Dutch version of the Aggression Rating Scale of Dodge and Coie] . Tijdschrift voor Gedragstherapie, 36, 33–43.2017). Influences of lifestyle factors on cardiac autonomic nervous system activity over time. Preventive Medicine, 94, 12–19. https://doi.org/10.1016/j.ypmed.2016.11.003
(2002). Observational, physiological, and self-report measures of children’s anger: Relations to reactive versus proactive aggression. Child Development, 73(4), 1101–1118. https://doi.org/10.1111/1467-8624.00460
(2017). Externalizing behavior in at risk preadolescents: Relationships among effortful control, affective experiences, and autonomic psychophysiology. Journal of Psychopathology and Behavioral Assessment, 39, 1–13. https://doi.org/10.1007/s10862-017-9604-z
(1993). Simulator Sickness Questionnaire: An enhanced method for quantifying simulator sickness. The International Journal of Aviation Psychology, 3(3), 203–220. https://doi.org/10.1207/s15327108ijap0303_3
(2015). The experience of aggressive outbursts in intermittent explosive disorder. Psychiatry Research, 225(3), 710–715. https://doi.org/10.1016/j.psychres.2014.11.008
(2012). Mind-body relationships in elite apnea divers during breath holding: A study of autonomic responses to acute hypoxemia. Frontiers in Neuroengineering, 5, Article
(4 . https://doi.org/10.3389/fneng.2012.000042007). Evidence for a different role of the ventral and dorsal medial prefrontal cortex for social reactive aggression: An interactive fMRI study. NeuroImage, 34(1), 470–478. https://doi.org/10.1016/j.neuroimage.2006.09.028
(1992). Cybersickness: Perception of selfmotion in virtual environments. Presence: Teleoperators & Virtual Environments, 1(3), 311–318. https://doi.org/10.1162/pres.1992.1.3.311
(2005). The association of early adolescent problem behavior with adult psychopathology. The American Journal of Psychiatry, 162(6), 1118–1124. https://doi.org/10.1176/appi.ajp.162.6.1118
(1993). The neuropsychology of conduct disorder. Development and Psychopathology, 5(1–2), 135–151. https://doi.org/10.1017/S0954579400004302
(2017). Psychophysiology of proactive and reactive relational aggression. Biological Psychology, 130, 77–85. https://doi.org/10.1016/j.biopsycho.2017.10.005
(2012). Cardiovascular reactivity and proactive and reactive relational aggression among women with and without a history of sexual abuse. Biological Psychology, 89(1), 54–62. https://doi.org/10.1016/j.biopsycho.2011.09.008
(2004). Heart rate level and antisocial behavior in children and adolescents: A meta-analysis. Journal of the American Academy of Child & Adolescent Psychiatry, 43(2), 154–162. https://doi.org/10.1097/00004583-200402000-00010
(2007). “I know you are but what am I?!”: Neural bases of self-and social knowledge retrieval in children and adults. Journal of Cognitive Neuroscience, 19(8), 1323–1337. https://doi.org/10.1162/jocn.2007.19.8.1323
(2007). Research note: Are life-course-persistent offenders at risk for adverse health outcomes? Journal of Research in Crime and Delinquency, 44(2), 185–207. https://doi.org/10.1177/0022427806297739
(2007). A meta‐analysis of the distinction between reactive and proactive aggression in children and adolescents. Journal of Abnormal Child Psychology, 35(4), 522–535. https://doi.org/10.1007/s10802-007-9109-4
(2009). New directions in measuring reactive and proactive aggression: Validation of a Teacher Questionnaire. Journal of Abnormal Child Psychology, 37(2), 183–193. https://doi.org/10.1007/s10802-008-9266-0
(2007). The polyvagal perspective. Biological Psychology, 74(2), 116–143. https://doi.org/10.1016/j.biopsycho.2006.06.009
(2011). The polyvagal theory – Neuro-physiological foundations of emotions, attachment, communication, self-regulation. W.W. Norton.
(2015). Resting heart rate and antisocial behavior: An updated systematic review and meta-analysis. Aggression and Violent Behavior, 22, 33–45. https://doi.org/10.1016/j.avb.2015.02.004
(2000). Reactive and proactive aggression: Evidence of a two-factor model. Psychological Assessment, 12(2), 115–122. https://doi.org/10.1037/1040-3590.12.2.115
(2019). Resting autonomic nervous system activity is unrelated to antisocial behaviour dimensions in adolescents: Cross-sectional findings from a European multi-centre study. Journal of Criminal Justice, 65, 1–11. https://doi.org/10.1016/j.jcrimjus.2018.01.004
(2020). The relationship between physiological reactivity to provocation and emotion dysregulation with proactive and reactive aggression. Biological Psychology, 155, 1–9. https://doi.org/10.1016/j.biopsycho.2020.107931
(1993). The psychopathology of crime: Criminal behavior as a clinical disorder. Academic Press.
(2006). The Reactive-Proactive Aggression Questionnaire: Differential correlates of reactive and proactive aggression in adolescent boys. Aggressive Behavior, 32(2), 159–171. https://doi.org/10.1002/ab.20115
(2014). Low heart rate as a risk factor for child and adolescent proactive aggressive and impulsive psychopathic behavior. Aggressive Behavior, 40(4), 290–299. https://doi.org/10.1002/ab.21523
(2017). R: A language and environment for statistical computing. R Foundation for Statistical Computing. https://www.R-project.org/
. (2018). Psychosocial impairment in DSM-5 intermittent explosive disorder. Psychiatry Research, 264, 91–95. https://doi.org/10.1016/j.psychres.2018.03.077
(2002). Proactive and reactive aggression among school bullies, victims, and bully-victims. Aggressive Behavior, 28(1), 30–44. https://doi.org/10.1002/ab.90004
(2010). Being hot-tempered: Autonomic, emotional, and behavioral distinctions between childhood reactive and proactive aggression. Biological Psychology, 84(3), 488–496. https://doi.org/10.1016/j.biopsycho.2009.11.006
(1997). Psychophysiology of anger and violent behavior. The Psychiatric Clinics of North America, 20(2), 375–394. https://doi.org/10.1016/S0193-953X(05)70318-X
(2000).
(Violence associated with anger and impulsivity . In J. BorodEd., The neuropsychology of emotion (pp. 320–339). Oxford University Press.2016). Variability in emotional/behavioral problems in boys with oppositional defiant disorder or conduct disorder: The role of arousal. European Child & Adolescent Psychiatry, 25(8), 821–830. https://doi.org/10.1007/s00787-015-0790-5
(2002). Virtual reality and neuropsychology: Upgrading the current tools. Journal of Head Trauma Rehabilitation, 17(5), 378–394. https://doi.org/10.1097/00001199-200210000-00002
(2017). An overview of heart rate variability metrics and norms. Frontiers in Public Health, 5, Article
(258 . https://doi.org/10.3389/fpubh.2017.002582015). Neurobiological basis of reactive aggression: A review. International Journal of Forensic Science & Pathology, 3(3), 94–98. https://doi.org/10.19070/2332287X-1500023
(2008). Neurobiology of aggression and violence. American Journal of Psychiatry, 165(4), 429–442. https://doi.org/10.1176/appi.ajp.2008.07111774
(2019). Kubios HRV (ver. 3.3) User’s Guide. http://www.kubios.com/downloads/Kubios_HRV_Users_Guide.pdf
(1996). Heart rate variability: Standards of measurement, physiological interpretation, and clinical use. Circulation, 93(5), 1043–1065. https://doi.org/10.1161/01.CIR.93.5.1043
. (2010). The non-invasive assessment of autonomic influences on the heart using impedance cardiography and heart rate variability. Handbook of behavioral medicine (pp. 723–740). Springer.
(2018). Aggressive incidents in residential youth care. International Journal of Offender Therapy and Comparative Criminology, 62(13), 3991–4007. https://doi.org/10.1177/0306624X18758898
(2006). Subtypes of aggressive behaviors: A developmental perspective. International Journal of Behavioral Development, 30(1), 12–19. https://doi.org/10.1177/0165025406059968
(1997). Subtypes of aggression and their relevance to child psychiatry. Journal of the American Academy of Child and Adolescent Psychiatry, 36(3), 307–315. https://doi.org/10.1097/00004583-199703000-00008
(2002). Companions in crime: The social aspects of criminal conduct. Cambridge University Press.
(2014). Resting heart rate, vagal tone, and reactive and proactive aggression in Chinese children. Journal of Abnormal Child Psychology, 42(3), 501–514. https://doi.org/10.1007/s10802-013-9792-2
(1979). Sensation seeking: Beyond the optimal level of arousal. Erlbaum.
(