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Discriminating Behavior: Evidence from teachers’ grading bias

TLDR
In this paper, the authors found that teachers inflate test scores of better-behaved students, and deduct points from worse-behaving ones, and that teachers' decision to approve pupils that are bellow the passing cutoff grade is influenced by how these students behaved in class.
Abstract
Recent evidence has established that non-cognitive skills are key determinants of education and labor outcomes. However, little is known about the mechanisms producing these results. This paper tests a channel that could explain part of the association between some non-cognitive characteristics and educational attainment: teachers' assessment practices that unequally evaluate students on the basis of their classroom behavior rather than their scholastic competence. Evidence is drawn from unique data on middle- and high-school students in Brazilian private schools. Our main empirical strategy is based on the contrasting of teacher-assigned and blindly-assigned scores on achievement tests that are high-stakes and cover the same material. Using detailed data on student classroom behaviors and holding constant performance in exams graded blindly, evidence indicates that teachers inflate test scores of better-behaved students, and deduct points from worse-behaved ones. We also find that, conditional on end-of-year grade, teachers' decision to approve pupils that are bellow the passing cutoff grade is influenced by how these students behaved in class. Back of the envelope calculations suggest that this grading behavior may significantly change the proportion of students failing the school year depending on their classroom attitudes.

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Temperament and development

Ibrahim N Orgun
- 01 Mar 1978 - 

The centrality of teachers’ judgement practice in assessment : a study of standards in moderation

TL;DR: The authors discuss and analyse recorded talk in teacher moderation meetings showing the processes that teachers use as they work with stated standards to award grades (A to E) and show how they move to and fro between supplied textual artefacts, including stated standards and samples of student responses, drawing into the moderation, and social processes of dialogue and negotiation.
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Endophilia or Exophobia: Beyond Discrimination

TL;DR: In this article, a field experiment in which graders at one university were randomly assigned students' exams that did or did not contain the students' names, on average they found favoritism but no discrimination by nationality, and neither favoritism nor discrimination by gender, finding that a changing correlation between endophilia and exophobia can generate perverse predictions for observed market discrimination.
References
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The Statistical Theory of Racism and Sexism.

TL;DR: The theory of racial and sexual discrimination in the labor market was first introduced by Arrow as mentioned in this paper, who introduced the Inflation Policy and Unemployment Theory (INPT) and introduced the first formalization of the theory in terms of exact statistical models.
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The rank-order consistency of personality traits from childhood to old age: a quantitative review of longitudinal studies.

TL;DR: Meta-analytic techniques used to test whether trait consistency maximizes and stabilizes at a specific period in the life course showed that the longitudinal time interval had a negative relation to trait consistency and that temperament dimensions were less consistent than adult personality traits.
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Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools

TL;DR: In this article, the authors developed estimation methods that use the amount of selection on the observables in a model as a guide to the amount that should be selected on the unobservables in order to identify the effect of the endogenous variable.
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Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools

TL;DR: In this article, the authors measure the effect of Catholic high school attendance on educational attainment and test scores, and find that Catholic high schools substantially increase the probability of graduating from high school and, more tentatively, attending college.
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Unobservable Selection and Coefficient Stability: Theory and Evidence

TL;DR: This article developed an extension of the theory that connects bias explicitly to coefficient stability and showed that it is necessary to take into account coefficient and R-squared movements, and showed two validation exercises and discuss application to the economics literature.
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