种族和民族对学校纪律的影响:一个粗糙的精确匹配分析

IF 1.8 2区 社会学 Q2 CRIMINOLOGY & PENOLOGY
Peter S. Lehmann
{"title":"种族和民族对学校纪律的影响:一个粗糙的精确匹配分析","authors":"Peter S. Lehmann","doi":"10.1177/00111287221141968","DOIUrl":null,"url":null,"abstract":"Much prior work has revealed that minority students are more likely than White youth to experience school suspensions, expulsions, and office referrals. However, the research establishing these patterns has relied exclusively on regression-based methods, which may not ensure adequate between-group balance on the measured covariates. Using data from the 2012 to 2019 8th/10th grade cohorts of the Monitoring the Future survey (N = 62,962), this study compares the treatment effects estimated following coarsened exact matching (CEM) with those generated using conventional methods on unmatched data. The results from both sets of analyses reveal notable effects of race but less consistent findings for Hispanic ethnicity. Further, while the effect sizes are similar, the average adjusted predictions from the matched data are more modest.","PeriodicalId":51406,"journal":{"name":"Crime & Delinquency","volume":"66 1","pages":"1414 - 1440"},"PeriodicalIF":1.8000,"publicationDate":"2022-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Race and Ethnicity Effects in School Discipline: A Coarsened Exact Matching Analysis\",\"authors\":\"Peter S. Lehmann\",\"doi\":\"10.1177/00111287221141968\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Much prior work has revealed that minority students are more likely than White youth to experience school suspensions, expulsions, and office referrals. However, the research establishing these patterns has relied exclusively on regression-based methods, which may not ensure adequate between-group balance on the measured covariates. Using data from the 2012 to 2019 8th/10th grade cohorts of the Monitoring the Future survey (N = 62,962), this study compares the treatment effects estimated following coarsened exact matching (CEM) with those generated using conventional methods on unmatched data. The results from both sets of analyses reveal notable effects of race but less consistent findings for Hispanic ethnicity. Further, while the effect sizes are similar, the average adjusted predictions from the matched data are more modest.\",\"PeriodicalId\":51406,\"journal\":{\"name\":\"Crime & Delinquency\",\"volume\":\"66 1\",\"pages\":\"1414 - 1440\"},\"PeriodicalIF\":1.8000,\"publicationDate\":\"2022-12-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Crime & Delinquency\",\"FirstCategoryId\":\"90\",\"ListUrlMain\":\"https://doi.org/10.1177/00111287221141968\",\"RegionNum\":2,\"RegionCategory\":\"社会学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"CRIMINOLOGY & PENOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Crime & Delinquency","FirstCategoryId":"90","ListUrlMain":"https://doi.org/10.1177/00111287221141968","RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CRIMINOLOGY & PENOLOGY","Score":null,"Total":0}
引用次数: 2

摘要

许多先前的研究表明,少数族裔学生比白人青年更有可能经历学校停学、开除和办公室转职。然而,建立这些模式的研究完全依赖于基于回归的方法,这可能无法确保测量协变量的组间平衡。本研究使用监测未来调查的2012年至2019年8 /10年级队列(N = 62,962)的数据,比较了粗化精确匹配(CEM)后估计的治疗效果与使用常规方法对未匹配数据产生的治疗效果。两组分析的结果都揭示了种族的显著影响,但对西班牙裔的研究结果不太一致。此外,虽然效应大小相似,但匹配数据的平均调整预测更为温和。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Race and Ethnicity Effects in School Discipline: A Coarsened Exact Matching Analysis
Much prior work has revealed that minority students are more likely than White youth to experience school suspensions, expulsions, and office referrals. However, the research establishing these patterns has relied exclusively on regression-based methods, which may not ensure adequate between-group balance on the measured covariates. Using data from the 2012 to 2019 8th/10th grade cohorts of the Monitoring the Future survey (N = 62,962), this study compares the treatment effects estimated following coarsened exact matching (CEM) with those generated using conventional methods on unmatched data. The results from both sets of analyses reveal notable effects of race but less consistent findings for Hispanic ethnicity. Further, while the effect sizes are similar, the average adjusted predictions from the matched data are more modest.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Crime & Delinquency
Crime & Delinquency CRIMINOLOGY & PENOLOGY-
CiteScore
4.30
自引率
9.50%
发文量
155
期刊介绍: Crime & Delinquency is a peer reviewed, policy-oriented journal for the scholar and professional with an interest in the field of criminology and criminal justice. The journal was developed to focus on a wide variety of issues and concerns that impact the criminal justice system.
×
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:481959085
Book学术官方微信