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相关论文: Early-career setback and future career impact

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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

Throughout history, a relatively small number of individuals have made a profound and lasting impact on science and society. Despite long-standing, multi-disciplinary interests in understanding careers of elite scientists, there have been…

数字图书馆 · 计算机科学 2020-05-26 Jichao Li , Yian Yin , Santo Fortunato , Dashun Wang

Bias in grant allocation is a critical issue, as the expectation is that grants are given to the best researchers, and not to applicants that are socially, organizationally, or topic-wise near-by the decision-makers. In this paper, we…

物理与社会 · 物理学 2022-06-08 Charlie Mom , Peter van den Besselaar

The growing adoption of artificial intelligence (AI) technologies has heightened interest in the labor market value of AI related skills, yet causal evidence on their role in hiring decisions remains scarce. This study examines whether AI…

综合经济学 · 经济学 2026-03-05 Fabian Stephany , Ole Teutloff , Angelo Leone

Postdoctoral training is a career stage often described as a demanding and anxiety-laden time when many promising PhDs see their academic dreams slip away due to circumstances beyond their control. We use a unique data set of academic…

计算机与社会 · 计算机科学 2025-01-23 Yueran Duan , Shahan Ali Memon , Bedoor AlShebli , Qing Guan , Petter Holme , Talal Rahwan

How do socioeconomically unequal screening practices impact access to elite firms and what policies might reduce inequality? Using personnel data from elite U.S. and European multinational corporations recruiting from an elite Indian…

综合经济学 · 经济学 2024-05-24 Soumitra Shukla

Socio-demographic disparities in STEM degree outcomes impact the diversity of the UK's future workforce, particularly in fields essential for innovation and growth. Despite the importance of institution-level, longitudinal analyses in…

物理教育 · 物理学 2024-11-05 Andrew M. Low , Z. Yasemin Kalender

After completing their undergraduate studies, many computer science (CS) students apply for competitive graduate programs in North America. Their long-term goal is often to be hired by one of the big five tech companies or to become a…

计算机与社会 · 计算机科学 2024-08-06 Ghazal Kalhor , Behnam Bahrak

Mathematical models of the scientific citation process predict a strong "first-mover" effect under which the first papers in a field will, essentially regardless of content, receive citations at a rate enormously higher than papers…

物理与社会 · 物理学 2013-10-31 M. E. J. Newman

Same-race mentorship preference refers to mentors or mentees forming connections significantly influenced by a shared race. Although racial diversity in science has been well-studied and linked to favorable outcomes, the extent and effects…

社会与信息网络 · 计算机科学 2024-05-07 Meijun Liu , Yi Bu , Daifeng Li , Ying Ding , Daniel E. Acuna

The hot streak, loosely defined as winning begets more winnings, highlights a specific period during which an individual's performance is substantially higher than her typical performance. While widely debated in sports, gambling, and…

物理与社会 · 物理学 2018-09-05 Lu Liu , Yang Wang , Roberta Sinatra , C. Lee Giles , Chaoming Song , Dashun Wang

Women comprise the majority of students and early-career scholars in psychology, yet they are less likely to remain active in research over time. This pattern raises a central question: At what stages of academic careers do women…

社会与信息网络 · 计算机科学 2026-05-27 Xinyi Zhao , Anna I. Thoma , Ralph Hertwig , Dirk U. Wulff

The field of Artificial Intelligence (AI) is going through a period of great expectations, introducing a certain level of anxiety in research, business and also policy. This anxiety is further energised by an AI race narrative that makes…

人工智能 · 计算机科学 2021-06-09 The Anh Han , Luis Moniz Pereira , Tom Lenaerts , Francisco C. Santos

We study the influence that research environments have in shaping careers of early-career faculty in terms of their research portfolio. We find that departments exert an attractive force over early-career newcomer faculty, who after their…

物理与社会 · 物理学 2024-07-30 Lluis Danus , Robert H. Davis , Roger Guimera , Marta Sales-Pardo

Historically, non-disabled individuals have viewed disability as a personal deficit requiring change to the disabled individual. However, models have emerged from disability activists and disabled intellectuals that emphasize the role of…

We examine the innovation of researchers with long-lived careers in Computer Science and Physics. Despite the epistemological differences between such disciplines, we consistently find that a researcher's most innovative publication occurs…

数字图书馆 · 计算机科学 2023-01-18 Mingtang Li , Giacomo Livan , Simone Righi

In decision-making, individuals often rely on intuition, which can occasionally yield suboptimal outcomes. This study examines the impact of intuitive decision-making on individuals who are confronted with limited position information in…

物理与社会 · 物理学 2024-05-07 Fanyuan Meng , Hui Xiao , Xinlin Wu , Xiaojun Hu , Xiaojie Niu , Sheng Chen , Yu Liu

Geographic constraints have long structured access to high-growth career opportunities, concentrating upward mobility within a limited set of cities and organizations. The expansion of remote work potentially alters this opportunity…

综合经济学 · 经济学 2026-05-05 Yunhan Zheng , Jinhua Zhao

Scientists and inventors set the direction of their work amidst an evolving landscape of questions, opportunities, and challenges. This paper introduces a measurement framework to quantify how far researchers move from their existing…

数字图书馆 · 计算机科学 2024-08-26 Ryan Hill , Yian Yin , Carolyn Stein , Xizhao Wang , Dashun Wang , Benjamin F. Jones

We conducted a large-scale resume audit of 36,880 applications to 9,220 job advertisements for new college graduates across the United States. Firms express task preferences through job-advertisement text, which we link to occupation-level…