Patterns of bullying and victimization associated with other problem behaviors among high school students: a conditional latent class approach

潜在类模型 心理学 班级(哲学) 发展心理学 联想(心理学) 构造(python库) 社会心理学 计算机科学 机器学习 人工智能 程序设计语言 心理治疗师
作者
Peter Lovegrove,Dewey G. Cornell
出处
期刊:Journal of crime & justice [Taylor & Francis]
卷期号:37 (1): 5-22 被引量:27
标识
DOI:10.1080/0735648x.2013.832475
摘要

Though rates of bullying are commonly found to peak in middle schools, a non-negligible amount of bullying occurs among high schools too. More information regarding patterns of bullying involvement among high school students is needed, however, as well as greater insight into the relationship high school students' bullying involvement has with other problem behaviors. This study used latent class analysis to construct typologies of bullying involvement among over 3500 high school students from Virginia. Covariates of latent class membership were also examined in an effort to better understand the association between bullying involvement and internalizing and externalizing problem behaviors. A latent class model containing four classes was constructed, composed of a non-involved class (65%), a bullies class (12%), a victims class (16%), and a bully-victims class (8%). Externalizing problem behaviors were significantly higher among students in the bullies and bully-victims classes, while internalizing problem behaviors were higher among victims and bully-victims. Implications for the literature and for practitioners are discussed, as well as limitations and future directions.
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