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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

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

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

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

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

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 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

There is debate over whether Asian American students are admitted to selective colleges and universities at lower rates than white students with similar academic qualifications. However, there have been few empirical investigations of this…

计算机与社会 · 计算机科学 2023-08-10 Joshua Grossman , Sabina Tomkins , Lindsay Page , Sharad Goel

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

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

This paper examines the interplay between desegregation, institutional bias, and individual behavior in education. Using a game-theoretic model that considers race-heterogeneous social incentives, the study investigates the effects of…

综合经济学 · 经济学 2023-07-21 Ritika Sethi

Critical decisions in hiring, college admissions, and credit lending are guided by predictions made in the presence of uncertainty. While uncertainty imparts errors across all demographic groups, this paper shows that the types of errors…

机器学习 · 统计学 2024-10-22 Claire Lazar Reich

Many U.S. colleges now use test-optional admissions. A frequent claim is that by not seeing standardized test scores, a college can admit a student body it prefers, say with more diversity. But how can observing less information improve…

理论经济学 · 经济学 2024-11-12 Wouter Dessein , Alex Frankel , Navin Kartik

We have previously described the reformed introductory physics course, Collaborative Learning through Active Sense-Making in Physics (CLASP), for bioscience students at a large public research one university (Original University) and…

物理教育 · 物理学 2024-11-25 Cassandra A. Paul , David J. Webb

Whether and how race is used in selective admissions remains a central question in higher education and civil rights law. In Students for Fair Admissions v. Harvard (2023), the Supreme Court held that race-based affirmative action in…

综合经济学 · 经济学 2026-02-24 David Puelz

What happens if selective colleges change their admission policies? We study this question by analyzing the world's first implementation of nationally centralized meritocratic admissions in the early twentieth century. We find a persistent…

综合经济学 · 经济学 2025-11-06 Chiaki Moriguchi , Yusuke Narita , Mari Tanaka

Many STEM degrees require passing an introductory physics course. Physics courses often have high failure rates that may disproportionately harm students who are marginalized by racism, sexism, and classism. We examined the associations…

物理教育 · 物理学 2020-04-15 Ben Van Dusen , Jayson Nissen

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

For many students, placement into developmental education becomes a self-fulfilling prophecy. Placing college students into developmental education significantly negatively impacts student attainment, student probability of passing, and…

综合经济学 · 经济学 2025-10-07 Jason Godfrey

Since 2018, France's centralized higher education platform, Parcoursup, has implemented quotas for scholarship recipients, with program-specific thresholds based on the applicants' composition. Using difference-in-differences methods, I…

综合经济学 · 经济学 2025-08-19 Louis Gleyo
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