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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…

Leadership is evolving dynamically from an individual endeavor to shared efforts. This paper aims to advance our understanding of shared leadership in scientific teams. We define three kinds of leaders, junior (10-15), mid (15-20), and…

物理与社会 · 物理学 2023-06-29 Huimin Xu , Meijun Liu , Yi Bu , Shujing Sun , Yi Zhang , Chenwei Zhang , Daniel E. Acuna , Steven Gray , Eric Meyer , Ying Ding

Academic fields exhibit substantial levels of gender segregation. To date, most attempts to explain this persistent global phenomenon have relied on limited cross-sections of data from specific countries, fields, or career stages. Here we…

社会与信息网络 · 计算机科学 2020-09-24 Aniko Hannak , Kenneth Joseph , Andrei Cimpian , Daniel B. Larremore

Analyzing 13,455 journals listed in the Journal Citation Report (Thomson Reuters) from 1997 through 2013, we report that the mean cited half-life of the scholarly literature is 6.5 years and growing at a rate of 0.13 years per annum.…

数字图书馆 · 计算机科学 2015-04-30 Philip M. Davis , Angela Cochran

Evaluation of students' performance for the completion of courses has been a major problem for both students and faculties during the work-from-home period in this COVID pandemic situation. To this end, this paper presents an in-depth…

机器学习 · 计算机科学 2020-09-08 Vipul Bansal , Himanshu Buckchash , Balasubramanian Raman

Do highly productive researchers have significantly higher probability to produce top cited papers? Or does the increased productivity in science only result in a sea of irrelevant papers as a perverse effect of competition and the…

数字图书馆 · 计算机科学 2015-10-08 Peter van den Besselaar , Ulf Sandstrom

Many nations are adopting higher education strategies that emphasize the development of elite universities able to compete at the international level in the attraction of skills and resources. Elite universities pursue excellence in all…

数字图书馆 · 计算机科学 2018-10-31 Giovanni Abramo , Ciriaco Andrea D'Angelo , Flavia Di Costa

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

How much is the h-index of an editor of a well ranked journal improved due to citations which occur after his or her appointment? Scientific recognition within academia is widely measured nowadays by the number of citations or h-index. Our…

数字图书馆 · 计算机科学 2017-08-25 Claudiu Herteliu , Marcel Ausloos , Bogdan Vasile Ileanu , Giulia Rotundo , Tudorel Andrei

Measuring developer productivity is a topic that has attracted attention from both academic research and industrial practice. In the age of AI coding assistants, it has become even more important for both academia and industry to understand…

软件工程 · 计算机科学 2026-02-04 Valerie Chen , Jasmyn He , Behnjamin Williams , Jason Valentino , Ameet Talwalkar

A widely used measure of scientific impact is citations. However, due to their heavy-tailed distribution, citations are fundamentally difficult to predict. Instead, to characterize scientific impact, we address two analogous questions asked…

数字图书馆 · 计算机科学 2016-11-17 Yuxiao Dong , Reid A. Johnson , Nitesh V. Chawla

Purpose: Scholars often aim to conduct high quality research and their success is judged primarily by peer reviewers. Research quality is difficult for either group to identify, however, and misunderstandings can reduce the efficiency of…

数字图书馆 · 计算机科学 2022-12-13 Mike Thelwall , Kayvan Kousha , Mahshid Abdoli , Emma Stuart , Meiko Makita , Paul Wilson , Jonathan Levitt

We have developed a method to obtain robust quantitative bibliometric indicators for several thousand scientists. This allows us to study the dependence of bibliometric indicators (such as number of publications, number of citations, Hirsch…

物理与社会 · 物理学 2008-11-26 Pablo Jensen , Jean-Baptiste Rouquier , Yves Croissant

The growing focus in research policy worldwide on top scientists makes it increasingly important to define adequate supporting measures to help identify excellent scientists. Highly cited publications have since long been associated to…

数字图书馆 · 计算机科学 2013-07-26 Nadine Rons

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

The issue of gender bias in scientific publications has been a topic of ongoing debate. One aspect of this debate concerns whether women receive equal credit for their contributions compared to men. Conventional wisdom suggests that women…

数字图书馆 · 计算机科学 2025-08-05 Keigo Kusumegi , Daniel E. Acuña , Yukie Sano

Science is a cumulative activity, which can manifest itself through the act of citing. Citations are also central to research evaluation, thus creating incentives for researchers to cite their own work. Using a dataset containing more than…

数字图书馆 · 计算机科学 2023-03-07 Philippe Vincent-Lamarre , Vincent Larivière

Accurate measurement of research productivity should take account of both the number of co-authors of every scientific work and of the different contributions of the individuals. For researchers in the life sciences, common practice is to…

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

Gender differences in research productivity are well documented, and have been mostly explained by access parental leave and child-related responsibilities. Those explanations are based on the assumption that women take on the majority of…

物理与社会 · 物理学 2021-08-13 Derrick G. E. , Chen P-Y. , van Leeuwen T. , Lariviere V. , Sugimoto C. R

Research output and impact is currently the focus of serious debate worldwide. Quantitative analyses based on a wide spectrum of indices indicate a clear advantage of US institutions as compared to institutions in Europe and the rest of the…

应用统计 · 统计学 2009-07-21 John Panaretos , Chrisovaladis Malesios