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评估知识还是课堂行为?关于教师评分偏误的证据

Assessing knowledge or classroom behavior? Evidence of teachers’ grading bias
Journal of Public Economics · 2022 · Bruno Ferman、Luiz Felipe Fontes

中文摘要

本文检验教师是否依据学生的课堂行为而非其学业能力,对学生作出不平等的评价。研究证据来自一个独特的巴西学生数据集,该数据集使我们能够比较涵盖相同内容的高利害学业测验中的教师评分与盲评分数。我们发现,教师会抬高课堂行为表现较好学生的考试分数,并扣减课堂行为表现较差学生的分数。我们还发现,教师是否让学生升入下一年级的决定受到学生课堂行为的影响。我们的研究结果(i)记录了一种可能低效的学生知识评估方式;(ii)在很大程度上解释了针对男生的评分歧视;(iii)揭示了非认知技能对教育结果的因果效应,且这一效应与学生的学业水平无关。

Abstract

This paper tests whether teachers unequally evaluate students based on their classroom behavior, rather than their scholastic competence. Evidence is drawn from a unique dataset on students from Brazil, which allows us to contrast teacher- and blindly-assigned scores on achievement tests that are high-stakes and cover the same material. We find that teachers inflate test scores of better-behaved students, and deduct points from worse-behaved ones. We also find that teachers’ decision to promote students is influenced by how they behave in class. Our results (i) document a potentially inefficient way of assessing students’ knowledge, (ii) explain a large part of grading discrimination against boys, and (iii) reveal a causal effect of noncognitive skills on educational outcomes that is unrelated to student proficiency.
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