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Published in: International Journal of Public Health 2/2013

01-04-2013 | Original Article

School bullying, homicide and income inequality: a cross-national pooled time series analysis

Authors: Frank J. Elgar, Kate E. Pickett, William Pickett, Wendy Craig, Michal Molcho, Klaus Hurrelmann, Michela Lenzi

Published in: International Journal of Public Health | Issue 2/2013

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Abstract

Objectives

To examine the relation between income inequality and school bullying (perpetration, victimisation and bully/victims) and explore whether the relation is attributable to international differences in violent crime.

Methods

Between 1994 and 2006, the Health Behaviour in School-aged Children study surveyed 117 nationally representative samples of adolescents about their involvement in school bullying over the previous 2 months. Country prevalence rates of bullying were matched to data on income inequality and homicides.

Results

With time and country differences held constant, income inequality positively related to the prevalence of bullying others at least twice (b = 0.25), victimisation by bullying at least twice (b = 0.29) and both bullied and victimisation at least twice (b = 0.40). The relation between income inequality and victimisation was partially mediated by country differences in homicides.

Conclusions

Understanding the social determinants of school bullying facilitates anti-bullying policy by identifying groups at risk and exposing its cultural and economic influences. This study found that cross-national differences in income inequality related to the prevalence of school bullying in most age and gender groups due, in part, to a social milieu of interpersonal violence.
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Literature
go back to reference Anthony BJ, Wessler SL, Sebian JK (2010) Commentary: guiding a public health approach to bullying. J Pediatr Psychol 35:1113–1115PubMedCrossRef Anthony BJ, Wessler SL, Sebian JK (2010) Commentary: guiding a public health approach to bullying. J Pediatr Psychol 35:1113–1115PubMedCrossRef
go back to reference Arsenio WF, Gold J (2006) The effects of social injustice and inequality on children’s moral judgments and behavior: towards a theoretical model. Cogn Dev 21:388–400CrossRef Arsenio WF, Gold J (2006) The effects of social injustice and inequality on children’s moral judgments and behavior: towards a theoretical model. Cogn Dev 21:388–400CrossRef
go back to reference Baron RM, Kenny DA (1986) The moderator–mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. J Pers Soc Psychol 51:1173–1182PubMedCrossRef Baron RM, Kenny DA (1986) The moderator–mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. J Pers Soc Psychol 51:1173–1182PubMedCrossRef
go back to reference Butchart A, Engström K (2002) Sex- and age- specific relations between economic development, economic inequality and homicide rates in people aged 0–24 years: a cross-sectional analysis. Bull World Health Organ 80:797–805PubMed Butchart A, Engström K (2002) Sex- and age- specific relations between economic development, economic inequality and homicide rates in people aged 0–24 years: a cross-sectional analysis. Bull World Health Organ 80:797–805PubMed
go back to reference Chen E (2004) Why socioeconomic status affects the health of children: a psychosocial perspective. Curr Dir Psychol Sci 13:112–115CrossRef Chen E (2004) Why socioeconomic status affects the health of children: a psychosocial perspective. Curr Dir Psychol Sci 13:112–115CrossRef
go back to reference Craig W, Harel-Fisch Y, Fogel-Grinvald H, Dostaler S, Hetland J, Simons-Morton B, Molcho M, de Mato MG, Overpeck M, Due P, Pickett W, HBSC Violence & Injuries Prevention Focus Group, HBSC Bullying Writing Group (2009) A cross-national profile of bullying and victimization among adolescents in 40 countries. Int J Public Health S54:216–224CrossRef Craig W, Harel-Fisch Y, Fogel-Grinvald H, Dostaler S, Hetland J, Simons-Morton B, Molcho M, de Mato MG, Overpeck M, Due P, Pickett W, HBSC Violence & Injuries Prevention Focus Group, HBSC Bullying Writing Group (2009) A cross-national profile of bullying and victimization among adolescents in 40 countries. Int J Public Health S54:216–224CrossRef
go back to reference Crick N, Dodge K (1994) A review and reformulation of social-information-processing mechanisms in children’s social adjustment. Psychol Bull 115:74–101CrossRef Crick N, Dodge K (1994) A review and reformulation of social-information-processing mechanisms in children’s social adjustment. Psychol Bull 115:74–101CrossRef
go back to reference Currie C, Gabhainn SN, Godeau E, Roberts C, Smith R, Currie D, Pickett W, Richter M, Morgan A, Barnekow V (eds) (2008a) Inequalities in young people’s health: Health Behaviour in School-aged Children international report from the 2005/2006 survey. World Health Organization, Copenhagen Currie C, Gabhainn SN, Godeau E, Roberts C, Smith R, Currie D, Pickett W, Richter M, Morgan A, Barnekow V (eds) (2008a) Inequalities in young people’s health: Health Behaviour in School-aged Children international report from the 2005/2006 survey. World Health Organization, Copenhagen
go back to reference Currie C, Molcho M, Boyce W, Holstein B, Torsheim T, Richter M (2008b) Researching health inequalities in adolescents: the development of the Health Behaviour in School-Aged Children (HBSC) Family Affluence Scale. Soc Sci Med 66:1429–1436PubMedCrossRef Currie C, Molcho M, Boyce W, Holstein B, Torsheim T, Richter M (2008b) Researching health inequalities in adolescents: the development of the Health Behaviour in School-Aged Children (HBSC) Family Affluence Scale. Soc Sci Med 66:1429–1436PubMedCrossRef
go back to reference Daly M, Wilson M, Vasdev S (2001) Income inequality and homicide rates in Canada and the United States. Can J Criminol 43:219–236 Daly M, Wilson M, Vasdev S (2001) Income inequality and homicide rates in Canada and the United States. Can J Criminol 43:219–236
go back to reference Due P, Merlo J, Harel-Fisch Y, Damsgaard MT, Holstein BE, Hetland J, Currie C, Gabhainn SN, de Matos MG, Lynch J (2009) Socioeconomic inequality in exposure to bullying during adolescence: a comparative, cross-sectional, multilevel study in 35 countries. Am J Public Health 99:907–914PubMedCrossRef Due P, Merlo J, Harel-Fisch Y, Damsgaard MT, Holstein BE, Hetland J, Currie C, Gabhainn SN, de Matos MG, Lynch J (2009) Socioeconomic inequality in exposure to bullying during adolescence: a comparative, cross-sectional, multilevel study in 35 countries. Am J Public Health 99:907–914PubMedCrossRef
go back to reference Elgar FJ, Aitken N (2011) Income inequality, trust and homicide in 33 countries. Eur J Public Health 21:241–246PubMedCrossRef Elgar FJ, Aitken N (2011) Income inequality, trust and homicide in 33 countries. Eur J Public Health 21:241–246PubMedCrossRef
go back to reference Elgar FJ, Craig W, Boyce W, Morgan A, Vella-Zarb R (2009) Income inequality and school bullying: multilevel study of adolescents in 37 countries. J Adolesc Health 45:351–359PubMedCrossRef Elgar FJ, Craig W, Boyce W, Morgan A, Vella-Zarb R (2009) Income inequality and school bullying: multilevel study of adolescents in 37 countries. J Adolesc Health 45:351–359PubMedCrossRef
go back to reference Fajnzylber P, Lederman D, Loayza N (2002) Inequality and violent crime. J Law Econ 45:1–40CrossRef Fajnzylber P, Lederman D, Loayza N (2002) Inequality and violent crime. J Law Econ 45:1–40CrossRef
go back to reference Hawker DS, Boulton MJ (2000) Twenty years’ research on peer victimization and psychosocial maladjustment: a meta-analytic review of cross-sectional studies. J Child Psychol Psychiatry 41:441–455PubMedCrossRef Hawker DS, Boulton MJ (2000) Twenty years’ research on peer victimization and psychosocial maladjustment: a meta-analytic review of cross-sectional studies. J Child Psychol Psychiatry 41:441–455PubMedCrossRef
go back to reference Hsieh CC, Pugh MD (1993) Poverty, income inequality, and violent crime: a meta-analysis of recent aggregate data studies. Crim Justice Rev 18:182–202CrossRef Hsieh CC, Pugh MD (1993) Poverty, income inequality, and violent crime: a meta-analysis of recent aggregate data studies. Crim Justice Rev 18:182–202CrossRef
go back to reference Kawachi I, Kennedy BP (2002) The health of nations: why inequality is harmful to your health. New Press, New York Kawachi I, Kennedy BP (2002) The health of nations: why inequality is harmful to your health. New Press, New York
go back to reference Kim YS, Koh YJ, Leventhal BL (2004) Prevalence of school bullying in Korean middle school students. Arch Pediatr Adolesc Med 158:737–741PubMedCrossRef Kim YS, Koh YJ, Leventhal BL (2004) Prevalence of school bullying in Korean middle school students. Arch Pediatr Adolesc Med 158:737–741PubMedCrossRef
go back to reference Kumpulainen K, Rasanen E (2000) Children involved in bullying at elementary school age: their psychiatric symptoms and deviance in adolescence: an epidemiological sample. Child Abuse Negl 24:1567–1577PubMedCrossRef Kumpulainen K, Rasanen E (2000) Children involved in bullying at elementary school age: their psychiatric symptoms and deviance in adolescence: an epidemiological sample. Child Abuse Negl 24:1567–1577PubMedCrossRef
go back to reference Lee MR, Bankston WB (1999) Political structure, economic inequality and homicide: a cross-sectional analysis. Deviant Behav 20:27–55CrossRef Lee MR, Bankston WB (1999) Political structure, economic inequality and homicide: a cross-sectional analysis. Deviant Behav 20:27–55CrossRef
go back to reference MacKinnon DP, Lockwood CM, Hoffman JM, West SG, Sheets V (2002) A comparison of methods to test mediation and other intervening variable effects. Psychol Methods 7:83–104PubMedCrossRef MacKinnon DP, Lockwood CM, Hoffman JM, West SG, Sheets V (2002) A comparison of methods to test mediation and other intervening variable effects. Psychol Methods 7:83–104PubMedCrossRef
go back to reference Molcho M, Craig W, Due P, Pickett W, Harel-Fisch Y, Overpeck M, Pickett W, Boyce W, Craig W, Due P, Holstein B, Molcho M, Harel Y, Vollebergh W, Hetland J, Samdal O, Mazur J, de Matos MG, van der Sluijs W, Katreniakova Z, Overpeck M, Nansel T, Wang J (2009) Cross-national time trends in bullying behaviour 1994–2006: findings from Europe and North America. Int J Public Health S54:225–234CrossRef Molcho M, Craig W, Due P, Pickett W, Harel-Fisch Y, Overpeck M, Pickett W, Boyce W, Craig W, Due P, Holstein B, Molcho M, Harel Y, Vollebergh W, Hetland J, Samdal O, Mazur J, de Matos MG, van der Sluijs W, Katreniakova Z, Overpeck M, Nansel T, Wang J (2009) Cross-national time trends in bullying behaviour 1994–2006: findings from Europe and North America. Int J Public Health S54:225–234CrossRef
go back to reference Nansel TR, Overpeck M, Pilla RS, Ruan WJ, Simons-Morton BG (2001) Bullying behaviors among US youth: prevalence and association with psychosocial adjustment. J Am Med Assoc 285:2094–2100CrossRef Nansel TR, Overpeck M, Pilla RS, Ruan WJ, Simons-Morton BG (2001) Bullying behaviors among US youth: prevalence and association with psychosocial adjustment. J Am Med Assoc 285:2094–2100CrossRef
go back to reference Nansel TR, Craig W, Overpeck MD, Saluja G, Ruan WJ, Health Behaviour in School-aged Children Bullying Analyses Working Group (2004) Cross-national consistency in the relationship between bullying behaviors and psychosocial adjustment. Arch Pediatr Adolesc Med 158:730–736PubMedCrossRef Nansel TR, Craig W, Overpeck MD, Saluja G, Ruan WJ, Health Behaviour in School-aged Children Bullying Analyses Working Group (2004) Cross-national consistency in the relationship between bullying behaviors and psychosocial adjustment. Arch Pediatr Adolesc Med 158:730–736PubMedCrossRef
go back to reference O’Donnell DA, Schwab-Stone ME, Ruchkin V (2006) The mediating role of alienation in the development of maladjustment in youth exposed to community violence. Dev Psychopathol 18:215–232PubMed O’Donnell DA, Schwab-Stone ME, Ruchkin V (2006) The mediating role of alienation in the development of maladjustment in youth exposed to community violence. Dev Psychopathol 18:215–232PubMed
go back to reference Olweus D (1996) The Revised Olweus Bully/Victim Questionnaire. Mimeo, Research Center for Health Promotion, University of Bergen, Bergen Olweus D (1996) The Revised Olweus Bully/Victim Questionnaire. Mimeo, Research Center for Health Promotion, University of Bergen, Bergen
go back to reference Olweus D (1999) Sweden. In: Smith PK, Morita Y, Junger-Tas J, Olweus D, Catalano R, Slee P (eds) The nature of school bullying: a cross-national perspective. Routledge, New York, pp 7–27 Olweus D (1999) Sweden. In: Smith PK, Morita Y, Junger-Tas J, Olweus D, Catalano R, Slee P (eds) The nature of school bullying: a cross-national perspective. Routledge, New York, pp 7–27
go back to reference Ostrom CW Jr (1990) Time series analysis: regression techniques, 2nd edn., series no. 07-099. Sage University paper series on quantitative applications in the social sciences. Sage, Newbury Park Ostrom CW Jr (1990) Time series analysis: regression techniques, 2nd edn., series no. 07-099. Sage University paper series on quantitative applications in the social sciences. Sage, Newbury Park
go back to reference Pepler D, Jiang D, Craig W, Connolly J (2008) Developmental trajectories of bullying and associated factors. Child Dev 79:325–338PubMedCrossRef Pepler D, Jiang D, Craig W, Connolly J (2008) Developmental trajectories of bullying and associated factors. Child Dev 79:325–338PubMedCrossRef
go back to reference Pickett KE, Wilkinson RG (2007) Child wellbeing and income inequality in rich societies: ecological cross sectional study. BMJ 335:1080PubMedCrossRef Pickett KE, Wilkinson RG (2007) Child wellbeing and income inequality in rich societies: ecological cross sectional study. BMJ 335:1080PubMedCrossRef
go back to reference Pickett KE, Mookherjee J, Wilkinson RG (2005) Adolescent birth rates, total homicides, and income inequality in rich countries. Am J Public Health 95:1181–1183PubMedCrossRef Pickett KE, Mookherjee J, Wilkinson RG (2005) Adolescent birth rates, total homicides, and income inequality in rich countries. Am J Public Health 95:1181–1183PubMedCrossRef
go back to reference Soliday E, Moore KJ, Lande MB (2002) Daily reports and pooled time series analysis: pediatric psychology applications. J Pediatr Psychol 27:67–76PubMedCrossRef Soliday E, Moore KJ, Lande MB (2002) Daily reports and pooled time series analysis: pediatric psychology applications. J Pediatr Psychol 27:67–76PubMedCrossRef
go back to reference Solt F (2009) Standardizing the world income inequality database. Soc Sci Q 90:231–242CrossRef Solt F (2009) Standardizing the world income inequality database. Soc Sci Q 90:231–242CrossRef
go back to reference Srabstein JC, Berkman BE, Pyntikov E (2008) Antibullying legislation: a public health perspective. J Adolesc Health 42:11–20PubMedCrossRef Srabstein JC, Berkman BE, Pyntikov E (2008) Antibullying legislation: a public health perspective. J Adolesc Health 42:11–20PubMedCrossRef
go back to reference Ward MM, Leigh JP (1993) Pooled time series regression analysis in longitudinal studies. J Clin Epidemiol 46:645–659PubMedCrossRef Ward MM, Leigh JP (1993) Pooled time series regression analysis in longitudinal studies. J Clin Epidemiol 46:645–659PubMedCrossRef
go back to reference West P, Sweeting H (2004) Evidence on equalisation in health in youth from the West of Scotland. Soc Sci Med 59:13–27PubMedCrossRef West P, Sweeting H (2004) Evidence on equalisation in health in youth from the West of Scotland. Soc Sci Med 59:13–27PubMedCrossRef
go back to reference Wilkinson R (2004) Why is violence more common where inequality is greater? Ann N Y Acad Sci 1036:1–12PubMedCrossRef Wilkinson R (2004) Why is violence more common where inequality is greater? Ann N Y Acad Sci 1036:1–12PubMedCrossRef
go back to reference Wilkinson RG, Pickett KE (2009) The spirit level: why more equal societies almost always do better. Penguin, London Wilkinson RG, Pickett KE (2009) The spirit level: why more equal societies almost always do better. Penguin, London
Metadata
Title
School bullying, homicide and income inequality: a cross-national pooled time series analysis
Authors
Frank J. Elgar
Kate E. Pickett
William Pickett
Wendy Craig
Michal Molcho
Klaus Hurrelmann
Michela Lenzi
Publication date
01-04-2013
Publisher
SP Birkhäuser Verlag Basel
Published in
International Journal of Public Health / Issue 2/2013
Print ISSN: 1661-8556
Electronic ISSN: 1661-8564
DOI
https://doi.org/10.1007/s00038-012-0380-y

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