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

E. Gorman, Colm Harmon, S. Mendolia, A. Staneva, I. Walker
{"title":"The Causal Effects of Adolescent School Bullying Victimisation on Later Life Outcomes","authors":"E. Gorman, Colm Harmon, S. Mendolia, A. Staneva, I. Walker","doi":"10.2139/ssrn.3390230","DOIUrl":null,"url":null,"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 self-reports 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.","PeriodicalId":395403,"journal":{"name":"Applied Communication eJournal","volume":"34 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Communication eJournal","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.3390230","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

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 self-reports 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.
青少年校园欺凌受害对后期生活结果的因果影响
我们使用丰富的数据对一组英国青少年在初中经历欺凌受害的长期影响进行分析。这些数据包含了学生在13岁到16岁之间的三波数据中,五种类型的欺凌及其频率的自我报告。使用各种估计策略——最小二乘、匹配、逆概率加权和工具变量——我们评估欺凌受害对短期和长期结果的影响,包括25岁时的教育成就、收入和精神疾病。我们通过使用相应的家长交叉报告来处理儿童欺凌类型和频率自我报告中可能存在的测量误差。通过与行政数据相关的详细纵向调查,我们控制了先前文献中确定的欺凌受害和儿童结局的许多决定因素,并结合全面的敏感性分析来评估未观察到的变量的潜在作用。结果的模式强烈表明,对受害者有重要的长期影响——比相关性分析所显示的更强。特别是,我们发现这两种类型的欺凌及其强度对长期结果都有影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信