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幼儿园能力分组安置存在偏见吗?新数据、新方法、新答案。

Is Kindergarten Ability Group Placement Biased? New Data, New Methods, New Answers.

作者信息

von Hippel Paul T, Cañedo Ana P

机构信息

LBJ School of Public Affairs, University of Texas, Austin.

LBJ School of Public Affairs and a graduate student trainee at the Population Research Center, University of Texas, Austin.

出版信息

Am Educ Res J. 2022 Aug;59(4):820-857. doi: 10.3102/00028312211061410. Epub 2021 Dec 13.

Abstract

Half of kindergarten teachers split children into higher and lower ability groups for reading or math. In national data, we predicted kindergarten ability group placement using linear and ordinal logistic regression with classroom fixed effects. In fall, test scores were the best predictors of group placement, but there was bias favoring girls, high-SES (socioeconomic status) children, and Asian Americans, who received higher placements than their scores alone would predict. Net of SES, there was no bias against placing black children in higher groups. By spring, one third of kindergartners moved groups, and high-SES children moved up more than their score gains alone would predict. Teacher-reported behaviors (e.g., attentiveness, approaches to learning) helped explain girls' higher placements, but did little to explain the higher placements of Asian American and high-SES children.

摘要

一半的幼儿园教师会将孩子按阅读或数学能力高低分成不同小组。在全国数据中,我们使用带有课堂固定效应的线性和有序逻辑回归来预测幼儿园能力分组情况。秋季时,考试成绩是分组的最佳预测指标,但存在偏向女孩、高社会经济地位(SES)儿童和亚裔美国人的偏差,他们获得的分组高于仅根据其成绩所应得的分组。排除社会经济地位因素后,在将黑人儿童分入较高组方面不存在偏差。到春季时,三分之一的幼儿园儿童更换了小组,高社会经济地位儿童提升的幅度超过仅根据其成绩提高所应有的预测。教师报告的行为(如注意力、学习方式)有助于解释女孩较高的分组情况,但对解释亚裔美国人和高社会经济地位儿童较高的分组情况作用不大。

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