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This survey article provides insights regarding the future of affirmative action by analyzing the implementation methods and the empirical evidence on the use of placement quotas in the Brazilian higher education system. All federal…

综合经济学 · 经济学 2023-04-28 Rodrigo Zeidan , Silvio Luiz de Almeida , Inácio Bó , Neil Lewis

This paper analyses the framing and expression of French high school students' aspirations. It sheds new light on the inequalities in tracking between academic versus technological and vocational track. Through the analysis of a national…

其他统计学 · 统计学 2023-02-23 Marie-Paule Couto , Marion Valarcher

We study the problem of selecting the top-k candidates from a pool of applicants, where each candidate is associated with a score indicating his/her aptitude. Depending on the specific scenario, such as job search or college admissions,…

计算机与社会 · 计算机科学 2021-03-08 Giorgio Barnabo' , Carlos Castillo , Michael Mathioudakis , Sergio Celis

We examine the possible consequences of a change in law school admissions in the United States from an affirmative action system based on race to one based on socioeconomic class. Using data from the 1991-1996 Law School Admission Council…

应用统计 · 统计学 2015-09-14 Alice Xiang , Donald B. Rubin

In this paper, we study university admissions under a centralized system that uses grades and standardized test scores to match applicants to university programs. We consider affirmative action policies that seek to increase the number of…

计算机与社会 · 计算机科学 2020-07-03 Corinna Hertweck , Carlos Castillo , Michael Mathioudakis

We consider the problem of designing affirmative action policies for selecting the top-k candidates from a pool of applicants. We assume that for each candidate we have socio-demographic attributes and a series of variables that serve as…

计算机与社会 · 计算机科学 2021-03-10 Michael Mathioudakis , Carlos Castillo , Giorgio Barnabo , Sergio Celis

We examine more than a decade of quota policy at Unesp, analyzing Physics, Biology, and Pedagogy as representative programs of distinct assessment styles. Quotas show little impact in Physics, where the admission barrier is low, and in…

物理与社会 · 物理学 2025-10-10 Ricardo D. Matheus , Elmer M. Gennaro , Marcelo T. Yamashita

Because preferences naturally arise and play an important role in many real-life decisions, they are at the backbone of various fields. In particular preferences are increasingly used in almost all matching procedures-based applications. In…

人工智能 · 计算机科学 2019-03-26 Youssef Hamadi , Souhila Kaci

We examine the effects of an affirmative action policy at an elite Brazilian university that reserved 45 percent of admission slots for Black and low-income students. We find that marginally-admitted students who enrolled through the…

综合经济学 · 经济学 2023-06-21 Cecilia Machado , Germán Reyes , Evan Riehl

Many important decisions in societies such as school admissions, hiring, or elections are based on the selection of top-ranking individuals from a larger pool of candidates. This process is often subject to biases, which typically manifest…

计算机与社会 · 计算机科学 2024-07-02 Ivan Smirnov , Florian Lemmerich , Markus Strohmaier

This article offers a critical response to the preprint by Matheus et al. (2025), which evaluates the academic performance of students admitted through different entry routes at Sao Paulo State University. Although the dataset compiled by…

物理教育 · 物理学 2025-12-03 Claudio Andre Barbosa de Lira , Ricardo Borges Viana

Prevailing methods of course allocation at undergraduate institutions involve reserving seats to give priority to designated groups of students. We introduce a competitive equilibrium-based mechanism that assigns course seats using student…

理论经济学 · 经济学 2025-12-24 Daniel Kornbluth , Alexey Kushnir

University rankings are increasingly adopted for academic comparison and success quantification, even to establish performance-based criteria for funding assignment. However, rankings are not neutral tools, and their use frequently…

Each year, selective American colleges sort through tens of thousands of applications to identify a first-year class that displays both academic merit and diversity. In the 2023-2024 admissions cycle, these colleges faced unprecedented…

计算机与社会 · 计算机科学 2024-07-17 Jinsook Lee , Emma Harvey , Joyce Zhou , Nikhil Garg , Thorsten Joachims , Rene F. Kizilcec

Problem definition: Traditionally, New York City's top 8 public schools have selected candidates solely based on their scores in the Specialized High School Admissions Test (SHSAT). These scores are known to be impacted by socioeconomic…

计算机与社会 · 计算机科学 2024-07-17 Yuri Faenza , Swati Gupta , Aapeli Vuorinen , Xuan Zhang

This note analyzes the outcome equivalence conditions of two popular affirmative action policies, majority quota and minority reserve, under the student optimal stable mechanism. These two affirmative actions generate an identical matching…

理论经济学 · 经济学 2022-03-14 Yun Liu

We study search, evaluation, and selection of candidates of unknown quality for a position. We examine the effects of "soft" affirmative action policies increasing the relative percentage of minority candidates in the candidate pool. We…

理论经济学 · 经济学 2020-05-01 Daniel Fershtman , Alessandro Pavan

We study a two-stage model, in which students are 1) admitted to college on the basis of an entrance exam which is a noisy signal about their qualifications (type), and then 2) those students who were admitted to college can be hired by an…

计算机科学与博弈论 · 计算机科学 2018-08-29 Sampath Kannan , Aaron Roth , Juba Ziani

Every year, over one million EU students choose a secondary school track based on teacher recommendations, yet little evidence shows this yields optimal assignments. Using Dutch data, we examine whether access to standardized test scores…

计量经济学 · 经济学 2026-02-17 Andrea Ichino , Fabrizia Mealli , Javier Viviens

This paper proposes a novel school choice system where schools are grouped into hierarchical bundles and offered to students as options for preference reports. By listing a bundle, a student seeks admission to any school within it without…

理论经济学 · 经济学 2025-11-27 Lingbo Huang , Jun Zhang
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