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Despite persistent efforts to understand the dynamics of creativity of scientists over careers in terms of productivity, impact, and prize, little is known about the dynamics of scientists' disruptive efforts that affect individual academic…

物理与社会 · 物理学 2024-05-28 Shuang Zhang , Feifan Liu , Haoxiang Xia

Correctly assessing a scientist's past research impact and potential for future impact is key in recruitment decisions and other evaluation processes. While a candidate's future impact is the main concern for these decisions, most measures…

物理与社会 · 物理学 2013-10-30 Orion Penner , Raj Kumar Pan , Alexander M. Petersen , Kimmo Kaski , Santo Fortunato

We study how delays in NIH grant funding affect the career outcomes of research personnel. Using comprehensive earnings and tax records linked to university transaction data along with a difference-in-differences design, we find that a…

综合经济学 · 经济学 2024-02-13 Wei Yang Tham , Joseph Staudt , Elisabeth Ruth Perlman , Stephanie D. Cheng

Are the sciences not advancing at an ever increasing speed? We contrast this popular perspective with the view that science funding may actually see diminishing returns, at least regarding established fields. In order to stimulate a larger…

物理与社会 · 物理学 2013-01-30 Claudius Gros

Analyzing a large data set of publications drawn from the most competitive journals in the natural and social sciences we show that research careers exhibit the broad distributions of individual achievement characteristic of systems in…

物理与社会 · 物理学 2014-11-24 Alexander M. Petersen , Orion Penner

Early Career Researcher (ECR) development is a dynamic challenge that tensions the urge to perform ground-breaking research against an ultimate practical aspiration of establishing an acceptable level of job security. There is no typical…

物理教育 · 物理学 2022-07-20 Mark C Leake

We quantify the long term impact that the coauthorship with established top-cited scientists has on the career of junior researchers in four different scientific disciplines. Through matched pair analysis, we find that junior researchers…

物理与社会 · 物理学 2019-11-27 Weihua Li , Tomaso Aste , Fabio Caccioli , Giacomo Livan

Scientific innovation often comes from researchers who pivot across disciplines. However, prior work found that established researchers face productivity penalties when pivoting. Here, we investigate the consequences of pivoting at the…

综合经济学 · 经济学 2026-03-26 Sidney Xiang , Nicholas David , Dallas Card , Wenhao Sun , Daniel M Romero , Misha Teplitskiy

The creativity of scientists often manifests as localized hot streaks of significant success. Understanding the underlying mechanisms of these influential phases can enhance the effectiveness of support systems and funding allocation,…

社会与信息网络 · 计算机科学 2024-03-12 Noriyuki Higashide , Takahiro Miura , Yuta Tomokiyo , Kimitaka Asatani , Ichiro Sakata

Understanding how institutional changes within academia may affect the overall potential of science requires a better quantitative representation of how careers evolve over time. Since knowledge spillovers, cumulative advantage,…

物理与社会 · 物理学 2012-04-04 Alexander M. Petersen , Massimo Riccaboni , H. Eugene Stanley , Fabio Pammolli

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

Changing institutions is an integral part of an academic life. Yet little is known about the mobility patterns of scientists at an institutional level and how these career choices affect scientific outcomes. Here, we examine over 420,000…

Interdisciplinary research is fundamental when it comes to tackling complex problems in our highly interlinked world, and is on the rise globally. Yet, it is unclear why--in an increasingly competitive academic environment--one should…

数字图书馆 · 计算机科学 2021-04-28 Ye Sun , Giacomo Livan , Athen Ma , Vito Latora

In science as elsewhere, attention is a limited resource and scientists compete with one another to produce the most exciting, novel and impactful results. We develop a game-theoretic model to explore how such competition influences the…

物理与社会 · 物理学 2025-09-09 Kevin Gross , Carl T. Bergstrom

Scientists are frequently faced with the important decision to start or terminate a creative partnership. This process can be influenced by strategic motivations, as early career researchers are pursuers, whereas senior researchers are…

物理与社会 · 物理学 2015-09-08 Alexander Michael Petersen

This document supports a proposed APS statement that encourages academic, research, and other institutions to add the participation in informal science education activities to the criteria they use for hiring and career advancement…

Scientific and technological progress has historically been very beneficial to humanity but this does not always need to be true. Going forward, science may enable bad actors to cause genetically engineered pandemics that are more frequent…

综合经济学 · 经济学 2024-05-13 Matt Clancy

The present study focuses on persistence in research productivity over the course of an individual's entire scientific career. We track 'late-career' scientists - scientists with at least 25 years of publishing experience (N=320,564) - in…

数字图书馆 · 计算机科学 2026-05-11 Marek Kwiek , Lukasz Szymula

It is important to explore how scientists decide their research agenda and the corresponding consequences, as their decisions collectively shape contemporary science. There are studies focusing on the overall performance of individuals with…

物理与社会 · 物理学 2025-04-15 Xiaoyao Yu , Boleslaw K. Szymanski , Tao Jia

Demand for technology focused STEM professionals will increase globally over the coming decade, with many countries finding it difficult to meet growing demand. Compounding this are difficulties in attracting and retaining female…

计算机与社会 · 计算机科学 2025-10-28 Shondell Williams , Karen Blackmore , Regina Berretta , Michelle Mansfield
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