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Incorporating fresh members in teams is considered a pathway to team creativity. However, whether freshness improves team performance or not remains unclear, as well as the optimal involvement of fresh members for team performance. This…

数字图书馆 · 计算机科学 2022-05-19 Meijun Liu , Ajay Jaiswal , Yi Bu , Chao Min , Sijie Yang , Zhibo Liu , Daniel Daniel Acuña , Ying Ding

How nations shape the scientific frontier matters for technological competition, but standard metrics, including publication counts, citations, and disruption indices, look backward and fail to distinguish between fundamentally different…

数字图书馆 · 计算机科学 2026-03-03 Jeffrey W. Lockhart , Jamshid Sourati , Feng Shi , James Evans

Theories of innovation emphasize the role of social networks and teams as facilitators of breakthrough discoveries. Around the world, scientists and inventors today are more plentiful and interconnected than ever before. But while there are…

计算机与社会 · 计算机科学 2023-10-27 Yiling Lin , Carl Benedikt Frey , Lingfei Wu

Using data retrieved from the INSPEC database we have quantitatively discussed a few syndromes of the publish-or-perish phenomenon, including continuous growth of rate of scientific productivity, and continuously decreasing percentage of…

物理与社会 · 物理学 2013-05-29 Piotr Fronczak , Agata Fronczak , Janusz A. Holyst

A common expectation is that career productivity peaks rather early and then gradually declines with seniority. But whether this holds true is still an open question. Here we investigate the productivity trajectories of almost 8,500…

物理与社会 · 物理学 2024-08-14 Andre S. Sunahara , Matjaz Perc , Haroldo V. Ribeiro

Scientists in some fields are concerned that many, or even most, published results are false. A high rate of false positives might arise accidentally, from shoddy research practices. Or it might be the inevitable result of institutional…

物理与社会 · 物理学 2020-03-03 Alexander J. Stewart , Joshua B. Plotkin

In this paper, we focus on a rare scholarly theme of highly productive academics, statistically confirming their pivotal role in knowledge production across 11 systems studied. The upper 10 % of highly productive academics in 11 European…

物理与社会 · 物理学 2025-03-25 Marek Kwiek

Many published research results are false, and controversy continues over the roles of replication and publication policy in improving the reliability of research. Addressing these problems is frustrated by the lack of a formal framework…

其他统计学 · 统计学 2015-08-27 Richard McElreath , Paul E. Smaldino

Understanding the qualitative patterns of research endeavor of scientific authors in terms of publication count and their impact (citation) is important in order to quantify success trajectories. Here, we examine the career profile of…

数字图书馆 · 计算机科学 2016-02-08 Dinesh Pradhan , Tanmoy Chakraborty , Saswata Pandit , Subrata Nandi

Academic success is distributed unequally; a few top scientists receive the bulk of attention, citations, and resources. However, do these ``superstars" foster leadership in scientific innovation? We introduce three information-theoretic…

数字图书馆 · 计算机科学 2023-01-09 Sean Kelty , Raiyan Abdul Baten , Adiba Mahbub Proma , Ehsan Hoque , Johan Bollen , Gourab Ghoshal

This article aims to show the weakness of the current scientific assessments, based on a set of contradictory pseudo-axioms. The six pseudo-axioms are deeply analysed. From the analysis are derived several conclusions. In spite of the…

物理与社会 · 物理学 2007-05-23 Jose Carlos Bermejo Barrera

It is a matter of debate whether a shrinking proportion of scholarly literature is getting most of the references over time. It is also less well understood how a narrowing literature usage would affect the circulation of ideas in the…

数字图书馆 · 计算机科学 2022-05-02 Attila Varga

Unlike competitive higher education systems, non-competitive systems show relatively uniform distributions of top professors and low performers among universities. In this study, we examine the impact of unproductive and top faculty members…

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

High skill labour is an important factor underpinning the competitive advantage of modern economies. Therefore, attracting and retaining scientists has become a major concern for migration policy. In this work, we study the migration of…

物理与社会 · 物理学 2022-02-15 Giacomo Vaccario , Luca Verginer , Frank Schweitzer

National science systems have become embedded in global science and countries do everything they can to harness global knowledge to national economic needs. However, accessing and using the riches of global knowledge can occur only through…

物理与社会 · 物理学 2026-05-11 Marek Kwiek

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

Misconduct accounts for the majority of retracted scientific publications and this database reveals the disturbing trend in science~\citep{fang2012misconduct, brainard2018massive}. The objective of the study is to find the association among…

数字图书馆 · 计算机科学 2020-11-30 Kiran Sharma

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

Globalization and the world wide web has resulted in academia and science being an international and multicultural community forged by researchers and scientists with different ethnicities. How ethnicity shapes the evolution of membership,…

数字图书馆 · 计算机科学 2014-11-06 Zhaohui Wu , Dayu Yuan , Pucktada Treeratpituk , C. Lee Giles

With teams growing in all areas of scientific and scholarly research, we explore the relationship between team structure and the character of knowledge they produce. Drawing on 89,575 self-reports of team member research activity underlying…

数字图书馆 · 计算机科学 2022-10-12 Fengli Xu , Lingfei Wu , James Evans