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相关论文: Do interests affect grant application success? The…

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Gender bias in grant allocation is a deviation from the principle that scientific merit should guide grant decisions. However, most studies on gender bias in grant allocation focus on gender differences in success rates, without including…

应用统计 · 统计学 2022-05-30 Peter van den Besselaar , Charlie Mom

Competitive allocation of research funding is a major mechanism within the science system. It is fundamentally based on the idea of peer review. Peer review is central in project selection as peers are considered to be in a unique position…

物理与社会 · 物理学 2009-11-17 Peter van den Besselaar , Loet Leydesdorff

Underrepresentation of women in the academic system is a problem common to many countries, often associated with gender discrimination. In the Italian academic context in particular, favoritism is recognized as a diffuse phenomenon…

数字图书馆 · 计算机科学 2018-11-01 Giovanni Abramo , Ciriaco Andrea D'Angelo , Francesco Rosati

It is well known that women are underrepresented in the academic systems of many countries. Gender discrimination is one of the factors that could contribute to this phenomenon. This study considers a recent national academic recruitment…

数字图书馆 · 计算机科学 2019-01-03 Giovanni Abramo , Ciriaco Andrea D'Angelo , Francesco Rosati

This paper considers the scenario in which there are multiple institutions, each with a limited capacity for candidates, and candidates, each with preferences over the institutions. A central entity evaluates the utility of each candidate…

数据结构与算法 · 计算机科学 2024-09-10 L. Elisa Celis , Amit Kumar , Nisheeth K. Vishnoi , Andrew Xu

When learning to rank from user interactions, search and recommender systems must address biases in user behavior to provide a high-quality ranking. One type of bias that has recently been studied in the ranking literature is when sensitive…

信息检索 · 计算机科学 2024-05-01 Ali Vardasbi , Maarten de Rijke , Fernando Diaz , Mostafa Dehghani

I construct the professor-student network for laureates of and candidates for the Nobel Prize in Economics. I study the effect of proximity to previous Nobelists on winning the Nobel Prize. Conditional on being Nobel-worthy, students and…

综合经济学 · 经济学 2023-03-13 Richard S. J. Tol

Over the past two decades, the notion of implicit bias has come to serve as an important component in our understanding of discrimination in activities such as hiring, promotion, and school admissions. Research on implicit bias posits that…

计算机与社会 · 计算机科学 2018-01-12 Jon Kleinberg , Manish Raghavan

Does past performance influence success in grant applications? In this study we test whether the grant allocation decisions of the Netherlands Research Council for the Economic and Social Sciences correlate with the past performances of the…

物理与社会 · 物理学 2009-11-09 Peter van den Besselaar , Loet Leydesdorff

Narrative reviews of peer review research have concluded that there is negligible evidence of gender bias in the awarding of grants based on peer review. Here, we report the findings of a meta-analysis of 21 studies providing, to the…

统计理论 · 数学 2007-06-13 Lutz Bornmann , Ruediger Mutz , Hans-Dieter Daniel

Unconscious bias has been shown to influence how we assess our peers, with consequences for hiring, promotions and admissions. In this work, we focus on affinity bias, the component of unconscious bias which leads us to prefer people who…

机器学习 · 统计学 2025-03-10 Matthew Faw , Constantine Caramanis , Jessica Hoffmann

Connections appear to be helpful in many contexts, such as obtaining a job, a promotion, a grant, a loan, or publishing a paper. This may be due either to favoritism or to information conveyed by connections. Attempts at identifying both…

经济学 · 定量金融 2024-05-28 Yann Bramoullé , Kenan Huremović

The recent paper by AlShebli et al. (2020) investigates the impact of mentorship in young scientists. Among their conclusions, they state that female prot\'eg\'es benefit more from male than female mentorship. We herein expose a critical…

We study allocation problems without monetary transfers where agents have correlated types, i.e., hold private information about one another. Such peer information is relevant in various settings, including science funding, allocation of…

理论经济学 · 经济学 2025-03-21 Axel Niemeyer , Justus Preusser

Although systematic biases in decision-making are widely documented, the ways in which they emerge from different sources is less understood. We present a controlled experimental platform to study gender bias in hiring by decoupling the…

人机交互 · 计算机科学 2019-09-10 Andi Peng , Besmira Nushi , Emre Kiciman , Kori Inkpen , Siddharth Suri , Ece Kamar

Citations are a key indicator of research impact but are shaped by factors beyond intrinsic research quality, including prestige, social networks, and thematic similarity. While the Matthew Effect explains how prestige accumulates and…

数字图书馆 · 计算机科学 2025-02-20 Diego Kozlowski , Carolina Pradier , Pierre Benz , Natsumi Shokida , Jens Peter Andersen , Vincent Larivière

Faculty hiring shapes the flow of ideas, resources, and opportunities in academia, influencing not only individual career trajectories but also broader patterns of institutional prestige and scientific progress. While traditional studies…

社会与信息网络 · 计算机科学 2025-07-22 Samantha Dies , David Liu , Tina Eliassi-Rad

In this work we investigate the determinants of professors' career advancement in Italian universities. From the analyses, it emerges that the fundamental determinant of an academic candidate's success is not scientific merit, but rather…

数字图书馆 · 计算机科学 2018-10-30 Giovanni Abramo , Ciriaco Andrea D'Angelo , Francesco Rosati

Science is a collaborative endeavor in which "who collaborates with whom" profoundly influences scientists' career trajectories and success. Despite its relevance, little is known about how scholars facilitate new collaborations among their…

物理与社会 · 物理学 2026-04-20 Jan Bachmann , Lisette Espín-Noboa , Gerardo Iñiguez , Fariba Karimi

Modern scientific work, including writing papers and submitting research grant proposals, increasingly involves researchers from different institutions. In grant collaborations, it is known that institutions involved in many collaborations…

物理与社会 · 物理学 2023-05-23 Kazuki Nakajima , Kazuyuki Shudo , Naoki Masuda
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