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Early Behavioral Markers of Anxiety and Reduced Frontal Brain Alpha May Predict High Risk for Bullying Victimization

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Abstract

Bullying victimization has a profound negative impact on a child’s emotional, social, and cognitive development. Childhood bullying victimization is reported across various social settings, suggesting common characteristics that increase a child’s vulnerability to victimization. It is critical to identify early markers of such vulnerability to design preventative tools. Comprehensive semi-structured clinical interviews from mothers of child-victims and non-engaged control children included assessment of early developmental rituals and behavioral inhibition to social novelty, as potential behavioral correlates of anxiety. Neuropsychological and clinical assessment tools were used, and resting state spectral resting state EEG (rsEEG) was recorded. Increased frequency/severity of early developmental rituals and behaviorally inhibited responses to social novelty were apparent in all child-victims, alongside significantly reduced power of ventral prefrontal brain rsEEG alpha oscillations (8–13 Hz). This triad of findings, in line with prior studies, suggested an elevated early childhood anxiety, which, as current findings indicate, may be a cross-diagnostic marker of increased risk for life-long bullying victimization. Gaining insight into early childhood markers of anxiety may meaningfully complement neuropsychiatric prognosis and preventative efforts.

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References

  1. Olweus D (1978) Aggression in the schools: bullies and whipping boys. Hemisphere

    Google Scholar 

  2. Volk AA, Dane AV, Marini ZA (2014) What is bullying? A theoretical redefinition. Dev Rev 34(4):327–343

    Article  Google Scholar 

  3. Liu J, Graves N (2011) Childhood bullying: a review of constructs, concepts, and nursing implications. Public Health Nur 28(6):556–568

    Article  Google Scholar 

  4. Winsper C, Lereya T, Zanarini M, Wolke D (2012) Involvement in bullying and suicide-related behavior at 11 years: a prospective birth cohort study. J Am Acad Child Adolesc Psych 51(3):271–282

    Article  Google Scholar 

  5. Gren-Landell M, Aho N, Andersson G, Svedin CG (2011) Social anxiety disorder and victimization in a community sample of adolescents. J Adolesc 34(3):569–577

    Article  PubMed  Google Scholar 

  6. Sansen LM, Iffland B, Neuner F (2014) Peer victimization predicts psychological symptoms beyond the effects of child maltreatment. Psychiatry Res 220(3):1051–1058

    Article  PubMed  Google Scholar 

  7. Schwartz D, Dodge KA, Coie JD (1993) The emergence of chronic peer victimization in boys’ play groups. Child Dev 64(6):1755–1772

    Article  PubMed  Google Scholar 

  8. Schwartz D, Proctor LJ, Chien DH (2001) The aggressive victim of bullying: Emotional and behavioral dysregulation as a pathway to victimization by peers. In: Juvonen J, Graham S (eds) Peer harassment in school: the plight of the vulnerable and victimized. The Guilford Press, pp 147–174

    Google Scholar 

  9. Kochenderfer-Ladd B (2003) Identification of aggressive and asocial victims and the stability of their peer victimization. Merrill-Palmer Quart 49(4):401–425

    Article  Google Scholar 

  10. Iyer RV, Kochenderfer-Ladd B, Eisenberg N, Thompson M (2010) Peer victimization and effortful control: relations to school engagement and academic achievement. Merrill-Palmer Quart 56(3):361

    Article  Google Scholar 

  11. Solis I (2018) Neurobehavioral signatures in children-victim of bullying. Unpublished Master Thesis. Pediatric Neuroscience Laboratory, Department of Psychology, University of New Mexico, Albuquerque, NM, USA.

  12. Gunnar MR, Sebanc AM, Tout K, Donzella B, Van Dulmen MM (2003) Peer rejection, temperament, and cortisol activity in preschoolers. Dev Psychobio 43(4):346–368

    Article  Google Scholar 

  13. Perry DC, Williard JC, Perry LC (1990) Peers’ perceptions of the consequences that victimized children provide aggressors. Child Dev 61(5):1310–1325

    Article  PubMed  Google Scholar 

  14. Schwartz D (2000) Subtypes of victims and aggressors in children’s peer groups. J of Abnormal Child Psychol 28(2):181–192

    Article  Google Scholar 

  15. Ma L, Phelps E, Lerner JV, Lerner RM (2009) The development of academic competence among adolescents who bully and who are bullied. J of Appl Dev Psychol 30(5):628–644

    Article  Google Scholar 

  16. Ma L, Phelps E, Lerner JV, Lerner RM (2009) Longitudinal research in school bullying: adolescents who bully and who are bullied. In: Buchanan D, Fisher CB, Gable L (eds) Research with high-risk populations: balancing science, ethics, and law. Am Psychological Assoc, pp 93–108

    Chapter  Google Scholar 

  17. Perry DG, Hodges EVE, Egan SK (2001) Determinants of chronic victimization by peers: a review and new model of family influences. In: Juvonen J, Graham S (eds) Peer harassment in school: the plight of the vulnerable and victimized. Guilford Press, New York, pp 73–104

    Google Scholar 

  18. Sweeting H, Young R, West P, Der G (2006) Peer victimization and depression in early–mid adolescence: a longitudinal study. Br J Edu Psychol 76(3):577–594

    Article  Google Scholar 

  19. Rudolph KD, Ladd G, Dinella L (2007) Gender differences in the interpersonal consequences of early-onset depressive symptoms. Merrill-Palmer Quart 53(3):461–488

    Article  Google Scholar 

  20. Veenstra R, Lindenberg S, Zijlstra BJ, De Winter AF, Verhulst FC, Ormel J (2007) The dyadic nature of bullying and victimization: testing a dual-perspective theory. Child Dev 78(6):1843–1854

    Article  PubMed  Google Scholar 

  21. Kochenderfer-Ladd B, Ladd GW, Kochel KP (2009) A child and environment framework for studying risk for peer victimization. In: Harris MJ (ed) Bullying, rejection, and peer victimization: a social cognitive neuroscience perspective. Springer Publishing, NY, pp 27–52

    Google Scholar 

  22. Liu P, Pérez-Edgar KE (2019) Developmental pathways from early behavioral inhibition to later anxiety: an integrative review of developmental psychopathology research and translational implications. Adolesc Res Rev 4(1):45–58

    Article  Google Scholar 

  23. Eslea M, Rees J (2001) At what age are children most likely to be bullied at school? Aggressive Beh 27(6):419–429

    Article  Google Scholar 

  24. Alsaker F, Nägele C (2008) Bullying in kindergarten and prevention. In: Craig W, Pepler D (eds) An international perspective on understanding and addressing bullying, vol I. PREVNet, Kingston, Canada, pp 230–252

    Google Scholar 

  25. Fekkes M, Pijpers FI, Verloove-Vanhorick SP (2004) Bullying behavior and associations with psychosomatic complaints and depression in victims. J Pediatr 144(1):17–22. https://doi.org/10.1542/peds.2005-0187

    Article  PubMed  Google Scholar 

  26. Cappadocia MC, Weiss JA, Pepler D (2012) Bullying experiences among children and youth with autism spectrum disorders. J Autism Dev Disord 42(2):266–277. https://doi.org/10.1007/s10803-011-1241-x

    Article  PubMed  Google Scholar 

  27. Tipton-Fisler LA, Rodriguez G, Zeedyk SM, Blacher J (2018) Stability of bullying and internalizing problems among adolescents with ASD, ID, or typical development. Res Dev Disab 80:131–141. https://doi.org/10.1016/j.ridd.2018.06.004

    Article  Google Scholar 

  28. Evans DW, Leckman JF, Carter A, Reznick JS, Henshaw D, King RA, Pauls D (1997) Ritual, habit, and perfectionism: the prevalence and development of compulsive-like behavior in normal young children. Child Dev 58:68

    Google Scholar 

  29. Leonard HL, Goldberger EL, Rapoport JL, Cheslow DL, Swedo SE (1990) Childhood rituals: normal development or obsessive-compulsive symptoms? J Am Acad Child Adolesc Psych 29(1):17–23

    Article  Google Scholar 

  30. Zohar AH, Felz L (2001) Ritualistic behavior in young children. J of Abnormal Child Psychol 29(2):121–128

    Article  Google Scholar 

  31. Kagan J, Reznick JS, Snidman N (1988) Biological bases of childhood shyness. Science 240(4849):167–171

    Article  PubMed  Google Scholar 

  32. Biederman J, Rosenbaum JF, Chaloff J, Kagan J (1995) Behavioral inhibition as a risk factor for anxiety disorders. In: March JS (ed) Anxiety disorders in children and adolescent. Guildford Press, pp 61–81

    Google Scholar 

  33. Kagan J, Snidman N, Arcus D (1998) Childhood derivatives of high and low reactivity in infancy. Child Dev 69(6):1483–1493

    Article  PubMed  Google Scholar 

  34. Kagan J, Snidman N (1999) Early childhood predictors of adult anxiety disorders. Bio Psychiatry 46(11):1536–1541

    Article  Google Scholar 

  35. Glenn S, Cunningham C, Nananidou A (2012) A cross-sectional comparison of routinized and compulsive-like behaviors in typical children aged from 2–11 years. Eur J Dev Psychol 9(5):614–630

    Article  Google Scholar 

  36. Laing SV, Fernyhough C, Turner M, Freeston MH (2009) Fear, worry and ritualistic behavior in childhood: developmental trends and interrelations. Infant Child Dev 18(4):351–366

    Article  Google Scholar 

  37. Kopp CB (1982) Antecedents of self-regulation: a developmental perspective. Dev Psychol 18(2):199

    Article  Google Scholar 

  38. Piaget J (1950) The moral judgment of the child. Free Press, Glencoe, IL

    Google Scholar 

  39. Marks IM (1987) Fears, phobias, and rituals: panic, anxiety, and their disorders. Oxford University Press

    Google Scholar 

  40. Kagan J, Reznick JS, Clarke C, Snidman N, Garcia-Coll C (1984) Behavioral inhibition to the unfamiliar. Child Dev 55:2212–2225

    Article  Google Scholar 

  41. Fox NA, Henderson HA, Rubin KH, Calkins SD, Schmidt LA (2001) Continuity and discontinuity of behavioral inhibition and exuberance: psychophysiological and behavioral influences across the first four years of life. Child Dev 72(1):1–21

    Article  PubMed  Google Scholar 

  42. Kagan J (2012) The concept of behavioral inhibition. Extreme fear, shyness and social phobia. Oxford Scholarship Online.

  43. Fox NA, Pine DS (2012) Temperament and the emergence of anxiety disorders. J Am Acad Child Adolesc Psych 51(2):125

    Article  Google Scholar 

  44. Pérez-Edgar KE, Guyer AE (2014) Behavioral inhibition: temperament or prodrome? Current Behav Neurosci Rep 1(3):182–190

    Article  Google Scholar 

  45. Dustman RE, Beck EC (1965) The visually evoked potential in twins. Electroencephalography Clin Neurophysiol 19(6):570–575

    Article  Google Scholar 

  46. Finman R, Berkowitz L (1989) Some factors influencing the effect of depressed mood on anger and overt hostility toward another. J Res Personality 23(1):70–84

    Article  Google Scholar 

  47. Hane AA, Fox NA, Henderson HA, Marshall PJ (2008) Behavioral reactivity and approach-withdrawal bias in infancy. Dev Psychol 44(5):1491

    Article  PubMed  PubMed Central  Google Scholar 

  48. Theall-Honey LA, Schmidt LA (2006) Do temperamentally shy children process emotion differently than non-shy children? Behavioral, psychophysiological, and gender differences in reticent preschoolers. Dev Psychobio 48(3):187–196

    Article  Google Scholar 

  49. Thibodeau R, Jorgensen RS, Kim S (2006) Depression, anxiety, and resting frontal EEG asymmetry: a meta-analytic review. J Abnormal Psychol 115(4):715

    Article  Google Scholar 

  50. Ciesielski KT, Hämäläinen MS, Geller DA, Wilhelm S, Goldsmith TE, Ahlfors SP (2007) Dissociation between MEG alpha modulation and performance accuracy on visual working memory task in obsessive compulsive disorder. Hum Brain Mapp 28(12):1401–1414

    Article  PubMed  PubMed Central  Google Scholar 

  51. Ciesielski KT, Rauch SL, Ahlfors SP, Vangel ME, Wilhelm S, Rosen BR, Hämäläinen MS (2012) Role of medial cortical networks for anticipatory processing in obsessive-compulsive disorder. Hum Brain Mapp 33(9):2125–2134

    Article  PubMed  Google Scholar 

  52. Guyer AE, Choate VR, Pine DS, Nelson EE (2012) Neural circuitry underlying affective response to peer feedback in adolescence. Soc Cog and Affective Neurosci 7(1):81–92

    Article  Google Scholar 

  53. Lange J, Oostenveld R, Fries P (2013) Reduced occipital alpha power indexes enhanced excitability rather than improved visual perception. J Neurosci 33:3212–3220

    Article  PubMed  PubMed Central  Google Scholar 

  54. Schwartz CE, Wright CI, Shin LM, Kagan J, Rauch SL (2003) Inhibited and uninhibited infants “grown up”: adult amygdalar response to novelty. Sci 300(5627):1952–1953

    Article  Google Scholar 

  55. Blackford JU, Avery SN, Cowan RL, Shelton RC, Zald DH (2011) Sustained amygdala response to both novel and newly familiar faces characterizes inhibited temperament. Social Cog Affective Neurosci 6(5):621–629

    Article  Google Scholar 

  56. Van Beijsterveldt CE, Molenaar PC, De Geus EJ, Boomsma DI (1996) Heritability of human brain functioning as assessed by electroencephalography. Am J Hum Genet 58(3):562

    PubMed  PubMed Central  Google Scholar 

  57. Gasser T, Bächer P, Steinberg H (1985) Test-retest reliability of spectral parameters of the EEG. Electroencephalogr Clin Neurophysiol 60:312–319

    Article  PubMed  Google Scholar 

  58. Kondacs A, Szabó M (1999) Long-term intra-individual variability of the background EEG in normals. Clin Neurophysiol 110:1708–1716

    Article  PubMed  Google Scholar 

  59. Salinsky MC, Oken BS, Morehead L (1991) Test-retest reliability in EEG frequency analysis. Electroencephalography Clin Neuro-Physiol 79:382–392

    Article  Google Scholar 

  60. Kagan J (2001) Temperamental contributions to affective and behavioral profiles in childhood. In: Hofmann SG, DiBartolo PM (eds) From social anxiety to social phobia: multiple perspectives. Allyn & Bacon, NY, pp 216–234

    Google Scholar 

  61. Wechsler D (2011) Wechsler abbreviated scale of intelligence, 2nd edn. Pearson, Bloomington, MN

    Google Scholar 

  62. Spreen O, Strauss E (1998) A compendium of neuropsychological tests. Oxford University Press, New York

    Google Scholar 

  63. Storch EA, Ledley RD, Lewon AB, Murphy TK, Johns NB et al (2006) Peer victimization in children with obsessive-compulsive disorder: relations with symptoms of psychopathology. J Clin Child Adolesc Psychol 35(4):445–455

    Google Scholar 

  64. Scahill L, Riddle MA, McSwiggin-Hardin M, Ort SI, King RA, Goodman WK et al (1997) Children’s Yale-Brown obsessive compulsive scale: reliability and validity. J Am Acad Child Adoles Psych 36(6):844–852

    Article  Google Scholar 

  65. Espelage DL, Holt MK (2001) Bullying and victimization during early adolescence: Peer influences and psychosocial correlates. J Emot Abus 2(2–3):123–142

    Article  Google Scholar 

  66. Evans DW, Uljarevic M, Lusk LG, Loth E, Frazier T (2017) Development of two- dimensional measures of restricted and repetitive behavior in parents and children. J Am Acad Child Adolesc Psychiatry 56(1):51–58. https://doi.org/10.1016/j.jaac.2016.10.014

    Article  PubMed  Google Scholar 

  67. Nuwer MR, Comi G, Emerson R, Fuglsang-Frederiksen A, Guérit JM, Hinrichs H et al (1998) IFCN standards for digital recording of clinical EEG. Electroencephalography Clin Neurophysiol 106(3):259–261

    Article  Google Scholar 

  68. Delorme A, Makeig S (2004) EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J of Neurosci Methods 134(1):9–21

    Article  Google Scholar 

  69. Piaget J, Inhelder B (1969) The psychology of the child. Basic Books, New York

    Google Scholar 

  70. Piaget J, Inhelder B, Fraise P, Piaget J (1969) Intellectual operations and their development. P. Fraisse & J. Piaget 144–205.

  71. Gesell A, Ames LB, Ilg FL (1974) Infant and the child in the culture today. Harper & Row, New York

    Google Scholar 

  72. Evans DW, Gray FL, Leckman JF (1999) The rituals, fears and phobias of young children: Insights from development, psychopathology and neurobiology. Child Psych Human Dev 29(4):261–276. https://doi.org/10.1023/A:1021392931450

    Article  Google Scholar 

  73. Rassin E, Merckelbach H, Muris P, Stapert S (1999) Suppression and ritualistic behavior in normal participants. Br J Clin Psychol 38:195–201

    Article  PubMed  Google Scholar 

  74. Poznanski EO, Mokros HB (1996) Children’s depression rating scale, revised (CDRS-R). Western Psychological Services, Los Angeles

    Google Scholar 

  75. Boyer P, Lyenard P (2006) Why ritualized behavior? Precaution systems and action parsing in developmental, pathological, and cultural rituals. Behav Brain Sci 29(6):595–613

    Article  PubMed  Google Scholar 

  76. Flament MF, Whitaker A, Rapoport JL, Davies M, Berg CZ, Kalikow K et al (1988) Obsessive compulsive disorder in adolescence: an epidemiological study. J Am Acad Child Adolesc Psych 27(6):764–771. https://doi.org/10.1097/00004583-198811000-00018

    Article  Google Scholar 

  77. De Caluwe E, Vergauwe J, Decupyer M, Bogaerts S, Rettew DC, De Clercq B (2020) The relation between normative rituals/rutines and obsessive-cimpulsive symptoms at a younge age: a systematic review. Dev Rev 2020(56):100913

    Article  Google Scholar 

  78. Swedo SE, Rapoport JL, Leonard H, Lenane M, Cheslow D (1989) Obsessive- compulsive disorder in children and adolescents. clinical phenomenology of 70 consecutive cases. Arch Gen Psych 46(4):335–341

    Article  Google Scholar 

  79. Zor R, Keren H, Hermesh H, Szechtman H, Mort J, Eilam D (2009) Obsessive compulsive disorder: a disorder of pessimal (non-functional) motor behavior. Acta Psychiatr Scand 120(4):288–298. https://doi.org/10.1111/j.1600-0447.2009.01370.x

    Article  PubMed  Google Scholar 

  80. Geller DA, March J, Walter HJ, Bukstein OG, Benson RS, Chrisman A et al (2012) Practice parameter for the assessment and treatment of children and adolescents with obsessive-compulsive disorder. J Am Acad Child Adolesc Psych 51(1):98–113

    Article  Google Scholar 

  81. Guyer AE, Masten CL, Pine DS (2013) Neurobiology of pediatric anxiety disorders. In: Vasa RA, Roy AK (eds) Pedi anxiety disorders. Humana Press, New York, pp 23–46

    Chapter  Google Scholar 

  82. Fox E, Russo R, Bowles R, Dutton K (2001) Do threatening stimuli draw or hold visual attention in subclinical anxiety? J of Exp Psychol: Gen 130(4):681

    Article  Google Scholar 

  83. Muris P, Merckelbach H, Clavan M (1997) Abnormal and normal compulsions. Behav Res Ther 35(3):249–252

    Article  PubMed  Google Scholar 

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Acknowledgements

We would like to thank Dr. Claudia Tesche for discussing with us alpha oscillatory analysis and interpretations.

Funding

This study was supported by Barbara Goldman Garland Memorial Scholarship (Grant no. 2020, Psychology, UNM), to Isabel Solis.

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Correspondence to Kristina T. R. Ciesielski.

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Solis, I., Serna, L., Stephen, J.M. et al. Early Behavioral Markers of Anxiety and Reduced Frontal Brain Alpha May Predict High Risk for Bullying Victimization. Child Psychiatry Hum Dev 55, 71–81 (2024). https://doi.org/10.1007/s10578-022-01372-1

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