paper-with-me

홈 › Papers

Hiring from a pool of workers

2020-12-17 · Azar Abizada, Inácio Bó

In many countries and institutions around the world, the hiring of workers is made through open competitions. In them, candidates take tests and are ranked based on scores in exams and other predetermined criteria. Those who satisfy some eligibility criteria are made available for hiring from a "pool of workers." In each of an ex-ante unknown number of rounds, vacancies are announced, and workers are then hired from that pool. When the scores are the only criterion for selection, the procedure satisfies desired fairness and independence properties. We show that when affirmative action policies are introduced, the established methods of reserves and procedures used in Brazil, France, and Australia, fail to satisfy those properties. We then present a new rule, which we show to be the unique rule that extends static notions of fairness to problems with multiple rounds while satisfying aggregation independence, a consistency requirement. Finally, we show that if multiple institutions hire workers from a single pool, even minor consistency requirements are incompatible with variations in the institutions' rules.

📄 PDF Abstract BibTeX arXiv:2012.09541

Code (0)

등록된 구현이 없습니다.

Tasks

Fairness

Similar Papers 제목 키워드 기반

Sequential Hiring of Contingent Workers Through Learning-Based Optimization

2026-06-16 · Chris Lee, Xiuli Chao, Izak Duenyas arxiv

In this paper, we study a sequential workforce management problem in a contingent labor setting with uncertainty in both worker production and labor supply. A firm seeks to maximize cumulative profit by maintaining an ac…

Learning to Hire Teams

2015-08-12 · Adish Singla, Eric Horvitz, Pushmeet Kohli, Andreas Krause

Crowdsourcing and human computation has been employed in increasingly sophisticated projects that require the solution of a heterogeneous set of tasks. We explore the challenge of building or hiring an effective team, fo…

Macroeconomics of Racial Disparities: Discrimination, Labor Market, and Wealth

2024-11-30 · Guanyi Yang, Srinivasan Murali

This paper examines the impact of racial discrimination in hiring on employment, wages, and wealth disparities between black and white workers. Using a labor search-and-matching model with racially prejudiced and non-pre…

Discrimination in Online Markets: Effects of Social Bias on Learning from Reviews and Policy Design

2019-12-01 · NeurIPS 2019 12 · Faidra Georgia Monachou, Itai Ashlagi

The increasing popularity of online two-sided markets such as ride-sharing, accommodation and freelance labor platforms, goes hand in hand with new socioeconomic challenges. One major issue remains the existence of bias…

Algorithms for Hiring and Outsourcing in the Online Labor Market

2020-02-16 · Aris Anagnostopoulos, Carlos Castillo, Adriano Fazzone, Stefano Leonardi 외

Although freelancing work has grown substantially in recent years, in part facilitated by a number of online labor marketplaces, (e.g., Guru, Freelancer, Amazon Mechanical Turk), traditional forms of "in-sourcing" work c…