Felipe Resende Oliveira , Tatiane Almeida de Menezes , Guilherme Irffi , Guilherme Resende Oliveira
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引用次数: 43
Abstract
This article seeks to measure the effect of bullying in math scores of students in the 6th grade of public (Nansel et al., 2001). school in the city of Recife, Pernambuco, Brazil with the use of data from a survey by Joaquim Nabuco Foundation in 2013. The methodology applied is Propensity Score Matching (PSM) in order to compare students who reported having suffered bullying with a control group, consisting of students who did not suffer bullying. Specifically, we aim to understand the role of social emotional skills and their potential influence on bullying. The results suggest that bullying has a negative impact on performance in mathematics and that social emotional skills can help students deal with bullying. Several econometric techniques were used to circumvent endogeneity problems. To identify personality traits, we use a factor model that also serves to correct for prediction error bias. The sensitivity analysis indicated potential problems of omitted variables. The results indicate that anti-bullying programs should take into account social emotional skills.
本文旨在衡量霸凌对公立学校六年级学生数学成绩的影响(Nansel et al., 2001)。在巴西伯南布哥省累西腓市的一所学校,使用了Joaquim Nabuco基金会2013年的一项调查数据。采用的方法是倾向得分匹配(PSM),以便将报告遭受欺凌的学生与控制组(由没有遭受欺凌的学生组成)进行比较。具体来说,我们的目标是了解社会情感技能的作用及其对欺凌的潜在影响。结果表明,受欺凌对数学成绩有负面影响,社会情感技能可以帮助学生应对欺凌。使用了几种计量经济学技术来规避内生性问题。为了识别人格特征,我们使用了一个因子模型,该模型也用于纠正预测误差偏差。敏感性分析显示了遗漏变量的潜在问题。结果表明,反欺凌项目应该考虑到社会情感技能。