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分类依据与纠错

AI 根据所提供的论文材料归类:摘要明确识别欺凌的处理效应,并以潜在技能模型刻画受欺凌与结果的共同决定机制,对应因果推断和结构估计。

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关注这篇论文的作者
Miguel Sarzosa
Sergio Urzúa

青少年欺凌:技能的作用

研究问题
当受欺凌者与非受欺凌者可能存在不可观测差异时,如何识别欺凌对健康、风险行为和教育结果的影响及其技能异质性?
方法与思路
作者构建因子分析模型,使潜在认知和非认知技能共同决定受欺凌与多项结果,用早期测试识别技能分布并分析韩国纵向数据。
材料陈述的贡献
摘要报告,非认知技能降低受欺凌概率,15 岁受欺凌损害 18 岁健康,并发现风险行为增加和教育获得减少的技能异质性效应。
阅读关注点
应核对技能测量和处理效应识别条件、早期测试的作用,以及课堂和地区变量如何进入模型与异质性效应如何计算。
阅读边界
仅据所给 Crossref 摘要,无法判断潜在技能是否充分处理选择偏差,也不能量化效应大小或将政策建议视为干预效果证据。

原文摘要

Bullying cannot be tolerated as a normal social behavior portraying a child's life. This paper quantifies its negative consequences allowing for the possibility that victims and nonvictims differ in unobservable characteristics. To this end, we introduce a factor analytic model for identifying treatment effects of bullying in which latent cognitive and noncognitive skills determine victimization and multiple outcomes. We use early test scores to identify the distribution of these skills. Individual‐, classroom‐ and district‐level variables are also accounted for. Applying our method to longitudinal data from South Korea, we first show that while noncognitive skills reduce the chances of being bullied during middle school, the probability of being victimized is greater in classrooms with relatively high concentration of boys, previously self‐assessed bullies and students that come from violent families. We report bullying at age 15 has negative effects on physical and mental health outcomes at age 18. We also uncover heterogeneous effects by latent skills, from which we document positive effects on the take‐up of risky behaviors and negative effects on schooling attainment. Our findings suggest that investing in noncognitive development should guide policy efforts intended to deter this problematic behavior.

笔记与分组
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