Persistency in Teachers’ Grading Bias and Effects on Longer-Term Outcomes: University Admissions Exams and Choice of Field of Study

Victor Lavy, Rigissa Megalokonomou
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引用次数: 39

Abstract

Recent research has focused on what shapes gender differences in academic achievement and students’ choice of university field of study. In this paper we examine how teachers’ gender role attitudes and stereotypes influence the gender gap by affecting the school environment. We explore the extent to which teachers’ gender bias in high school influences students’ school attendance and academic performance in high-stakes university admission exams and students’ choice of university field of study. We use data from a large number of high schools in Greece, where the performance in these high-stakes exams determines university admission. We measure teachers’ bias as the difference between a high school student’s school exam score and national exam score. We then define a teacher bias measure at the class level by the difference between boys’ and girls’ average gap between the school score and the national score. We link teachers over time to obtain a persistent teacher bias measure based on multiple classes, and to estimate the effect for later cohorts’ performance. We find a very high correlation of within-teacher gender biases measured in different classes, which reveals high persistency in teachers’ gender favoritism behavior. We then find substantial effects of these teacher biases on students’ school attendance and performance in university admission exams, quality of enrolled degree and the given field of study at the university. We also find that gender biases are more prevalent among low value added teachers, while the more effective teachers have an approximately neutral gender attitude. This suggests that less effective teachers can harm their students twice, by being a bad teacher and by discriminating against one of the genders.
教师评分偏见的持久性及其对长期结果的影响:大学入学考试和学习领域的选择
最近的研究集中在是什么导致了学业成绩和学生对大学学习领域的选择上的性别差异。在本文中,我们研究了教师的性别角色态度和刻板印象如何通过影响学校环境来影响性别差距。本研究探讨高中教师性别偏见对学生出勤率、高风险大学入学考试成绩及大学专业选择的影响程度。我们使用了来自希腊大量高中的数据,这些高中在这些高风险考试中的表现决定了大学录取。我们用高中学生的学校考试成绩和国家考试成绩之间的差异来衡量教师的偏见。然后,我们通过男孩和女孩在学校分数和国家分数之间的平均差距的差异来定义班级水平上的教师偏见测量。我们将教师与时间联系起来,以获得基于多个班级的持续教师偏见测量,并估计对后期队列表现的影响。我们发现,在不同的班级中,教师内部性别偏见的相关性非常高,这表明教师的性别偏袒行为具有高度的持久性。然后,我们发现这些教师偏见对学生的出勤率和大学入学考试成绩、入学学位质量和大学给定的研究领域产生了实质性影响。我们还发现,性别偏见在低附加值教师中更为普遍,而高附加值教师的性别态度则近似中性。这表明,效率较低的教师可能会双重伤害他们的学生,一是教得不好,二是歧视某一性别。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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