IDEAS home Printed from https://ideas.repec.org/p/syd/wpaper/2019-05.html
   My bibliography  Save this paper

The Causal Effects of Adolescent School Bullying Victimisation on Later Life Outcomes

Author

Listed:
  • Gorman, Emma
  • Harmon, Colm
  • Mendolia, Silvia
  • Staneva, Anita
  • Walker, Ian

Abstract

We use rich data on a cohort of English adolescents to analyse the long-term effects of experiencing bullying victimisation in junior high school. The data contain selfreports of five types of bullying and their frequency, for three waves of the data, when the pupils were aged 13 to 16 years. Using a variety of estimation strategies - least squares, matching, inverse probability weighting, and instrumental variables - we assess the effects of bullying victimisation on short- and long-term outcomes, including educational achievements, earnings, and mental ill-health at age 25 years. We handle potential measurement error in the child self-reports of bullying type and frequency by instrumenting with corresponding parental cross-reports. Using a detailed longitudinal survey linked to administrative data, we control for many of the determinants of bullying victimisation and child outcomes identified in previous literature, paired with comprehensive sensitivity analyses to assess the potential role of unobserved variables. The pattern of results strongly suggests that there are important long run effects on victims - stronger than correlation analysis would otherwise suggest. In particular, we find that both type of bullying and its intensity matters for long run outcomes.

Suggested Citation

  • Gorman, Emma & Harmon, Colm & Mendolia, Silvia & Staneva, Anita & Walker, Ian, 2019. "The Causal Effects of Adolescent School Bullying Victimisation on Later Life Outcomes," Working Papers 2019-05, University of Sydney, School of Economics.
  • Handle: RePEc:syd:wpaper:2019-05
    as

    Download full text from publisher

    File URL: http://econ-wpseries.com/2019/201905.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Richard Murphy & Judith Scott-Clayton & Gill Wyness, 2017. "The end of free college in England: implications for quality, enrolments and equity," CEP Discussion Papers dp1501, Centre for Economic Performance, LSE.
    2. Mario Fiorini & Michael P. Keane, 2014. "How the Allocation of Children's Time Affects Cognitive and Noncognitive Development," Journal of Labor Economics, University of Chicago Press, vol. 32(4), pages 787-836.
    3. Jake Anders, 2012. "Using the Longitudinal Study of Young People in England for research into Higher Education access," DoQSS Working Papers 12-13, Quantitative Social Science - UCL Social Research Institute, University College London.
    4. Cattaneo, Matias D., 2010. "Efficient semiparametric estimation of multi-valued treatment effects under ignorability," Journal of Econometrics, Elsevier, vol. 155(2), pages 138-154, April.
    5. Tommaso Nannicini, 2007. "Simulation-based sensitivity analysis for matching estimators," Stata Journal, StataCorp LP, vol. 7(3), pages 334-350, September.
    6. Ammermueller, Andreas, 2012. "Violence in European schools: A widespread phenomenon that matters for educational production," Labour Economics, Elsevier, vol. 19(6), pages 908-922.
    7. Paul Bingley & Alessandro Martinello, 2017. "Measurement Error in Income and Schooling and the Bias of Linear Estimators," Journal of Labor Economics, University of Chicago Press, vol. 35(4), pages 1117-1148.
    8. Light Audrey & Flores-Lagunes Alfonso, 2006. "Measurement Error in Schooling: Evidence from Samples of Siblings and Identical Twins," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 5(1), pages 1-35.
    9. Richard Murphy & Judith Scott-Clayton & Gill Wyness, 2017. "The end of free college in England," CentrePiece - The magazine for economic performance 503, Centre for Economic Performance, LSE.
    10. Simon Burgess & Ellen Greaves & Anna Vignoles & Deborah Wilson, 2015. "What Parents Want: School Preferences and School Choice," Economic Journal, Royal Economic Society, vol. 125(587), pages 1262-1289, September.
    11. Silvia Mendolia & Ian Walker, 2015. "Youth unemployment and personality traits," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-26, December.
    12. Matias D. Cattaneo, 2010. "multi-valued treatment effects," The New Palgrave Dictionary of Economics,, Palgrave Macmillan.
    13. Miguel Sarzosa & Sergio Urzúa, 2015. "Bullying among Adolescents: The Role of Cognitive and Non-Cognitive Skills," NBER Working Papers 21631, National Bureau of Economic Research, Inc.
    14. Ponzo, Michela, 2013. "Does bullying reduce educational achievement? An evaluation using matching estimators," Journal of Policy Modeling, Elsevier, vol. 35(6), pages 1057-1078.
    15. Oecd, 2017. "How much of a problem is bullying at school?," PISA in Focus 74, OECD Publishing.
    16. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    17. Tommaso Nannicini, 2007. "A simulation-based sensitivity for matching estimators," United Kingdom Stata Users' Group Meetings 2007 15, Stata Users Group.
    18. Brown, Sarah & Taylor, Karl, 2008. "Bullying, education and earnings: Evidence from the National Child Development Study," Economics of Education Review, Elsevier, vol. 27(4), pages 387-401, August.
    19. Delprato, Marcos & Akyeampong, Kwame & Dunne, Máiréad, 2017. "The impact of bullying on students’ learning in Latin America: A matching approach for 15 countries," International Journal of Educational Development, Elsevier, vol. 52(C), pages 37-57.
    20. Borra, Cristina & Iacovou, Maria & Sevilla, Almudena, 2012. "The effect of breastfeeding on children's cognitive and noncognitive development," Labour Economics, Elsevier, vol. 19(4), pages 496-515.
    21. Silvia Mendolia & Ian Walker, 2015. "Youth unemployment and the effect of personality traits," Working Papers 84097960, Lancaster University Management School, Economics Department.
    22. Colm P. Harmon, 2017. "How effective is compulsory schooling as a policy instrument?," IZA World of Labor, Institute of Labor Economics (IZA), pages 348-348, March.
    23. Tine Louise Mundbjerg Eriksen & Helena Skyt Nielsen & Marianne Simonsen, 2014. "Bullying in Elementary School," Journal of Human Resources, University of Wisconsin Press, vol. 49(4), pages 839-871.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Inoue, Atsushi & Tanaka, Ryuichi, 2024. "The rank of socioeconomic status within a class and the incidence of school bullying and school absence," Economics of Education Review, Elsevier, vol. 101(C).
    2. Chrysanthou, Georgios Marios & Vasilakis, Chrysovalantis, 2020. "Protecting the mental health of future adults: Disentangling the determinants of adolescent bullying victimisation," Social Science & Medicine, Elsevier, vol. 253(C).
    3. Dimitrios Nikolaou, 2022. "Bullying, cyberbullying, and youth health behaviors," Kyklos, Wiley Blackwell, vol. 75(1), pages 75-105, February.
    4. Comi, Simona & Origo, Federica & Pagani, Laura & Tonello, Marco, 2021. "Last and furious: Relative position and school violence," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 736-756.
    5. Kim, Jun Hyung & Hahlweg, Kurt & Schulz, Wolfgang, 2021. "Early childhood parenting and adolescent bullying behavior: Evidence from a randomized intervention at ten-year follow-up," Social Science & Medicine, Elsevier, vol. 282(C).
    6. Heller-Sahlgren, Gabriel, 2023. "Lifelong learning and employment outcomes: evidence from Sweden," LSE Research Online Documents on Economics 115171, London School of Economics and Political Science, LSE Library.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Emma Gorman & Colm Harmon & Silvia Mendolia & Anita Staneva & Ian Walker, 2021. "Adolescent School Bullying Victimization and Later Life Outcomes," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 83(4), pages 1048-1076, August.
    2. Roberto ESPOSTI, 2014. "To match, not to match, how to match: Estimating the farm-level impact of the CAP-first pillar reform (or: How to Apply Treatment-Effect Econometrics when the Real World is;a Mess)," Working Papers 403, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    3. Júlia Sbroglio Rizzotto & Marco Túlio Aniceto França, 2021. "Does Bullying Affect the School Performance of Brazilian Students? An Analysis Using Pisa 2015," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 14(3), pages 1027-1053, June.
    4. Delprato, Marcos & Akyeampong, Kwame & Dunne, Máiréad, 2017. "The impact of bullying on students’ learning in Latin America: A matching approach for 15 countries," International Journal of Educational Development, Elsevier, vol. 52(C), pages 37-57.
    5. Shahriar Kibriya & Zhicheng Phil Xu & Yu Zhang, 2017. "The negative consequences of school bullying on academic performance and mitigation through female teacher participation: evidence from Ghana," Applied Economics, Taylor & Francis Journals, vol. 49(25), pages 2480-2490, May.
    6. Dimitrios Nikolaou, 2022. "Bullying, cyberbullying, and youth health behaviors," Kyklos, Wiley Blackwell, vol. 75(1), pages 75-105, February.
    7. Sant’Anna, Pedro H.C. & Zhao, Jun, 2020. "Doubly robust difference-in-differences estimators," Journal of Econometrics, Elsevier, vol. 219(1), pages 101-122.
    8. Stojčić, Nebojša, 2021. "Social and private outcomes of green innovation incentives in European advancing economies," Technovation, Elsevier, vol. 104(C).
    9. Shaibu Baanni Azumah & Abraham Zakaria & Rosaine N. Yegbemey & Philips A. Apalogta & Vishal Dagar & Abass Mahama, 2022. "Climate Smart Production, Gross Income, and Downstream Risk Characterization of Rice Farmers in Ghana," Journal of Agricultural Studies, Macrothink Institute, vol. 10(2), pages 13-35, June.
    10. Michael C. Knaus, 2021. "A double machine learning approach to estimate the effects of musical practice on student’s skills," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 184(1), pages 282-300, January.
    11. W K Newey & S Stouli, 2022. "Heterogeneous coefficients, control variables and identification of multiple treatment effects [Multivalued treatments and decomposition analysis: An application to the WIA program]," Biometrika, Biometrika Trust, vol. 109(3), pages 865-872.
    12. Dimitrios Nikolaou & Laura M. Crispin, 2022. "Estimating the effects of sports and physical exercise on bullying," Contemporary Economic Policy, Western Economic Association International, vol. 40(2), pages 283-303, April.
    13. Bracco, Emanuele & De Paola, Maria & Green, Colin & Scoppa, Vincenzo, 2022. "The spillover of anti-immigration politics to the schoolyard," Labour Economics, Elsevier, vol. 75(C).
    14. Delprato, Marcos & Akyeampong, Kwame, 2019. "The effect of working on students’ learning in Latin America: Evidence from the learning survey TERCE," International Journal of Educational Development, Elsevier, vol. 70(C), pages 1-1.
    15. Wei Huang & Oliver Linton & Zheng Zhang, 2021. "A Unified Framework for Specification Tests of Continuous Treatment Effect Models," Papers 2102.08063, arXiv.org, revised Sep 2021.
    16. Frölich, Markus & Huber, Martin & Wiesenfarth, Manuel, 2017. "The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation," Computational Statistics & Data Analysis, Elsevier, vol. 115(C), pages 91-102.
    17. Benin, Samuel, 2016. "Impacts of CAADP on Africa’s agricultural-led development:," IFPRI discussion papers 1553, International Food Policy Research Institute (IFPRI).
    18. Daniel Morales Martínez & Alexandre Gori Maia, 2018. "The Impacts of Cash Transfers on Subjective Wellbeing and Poverty: The Case of Colombia," Journal of Family and Economic Issues, Springer, vol. 39(4), pages 616-633, December.
    19. repec:zbw:rwirep:0426 is not listed on IDEAS
    20. Susan Athey & Guido W. Imbens, 2017. "The State of Applied Econometrics: Causality and Policy Evaluation," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
    21. Paul Goldsmith-Pinkham & Peter Hull & Michal Koles'ar, 2021. "Contamination Bias in Linear Regressions," Papers 2106.05024, arXiv.org, revised Jun 2024.

    More about this item

    Keywords

    bullying; victimization; long term outcomes;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:syd:wpaper:2019-05. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Vanessa Holcombe (email available below). General contact details of provider: https://edirc.repec.org/data/deusyau.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.