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There are known gender imbalances in participation in scientific fields, from female dominance of nursing to male dominance of mathematics. It is not clear whether there is also a citation imbalance, with some claiming that male-authored…

数字图书馆 · 计算机科学 2018-08-13 Mike Thelwall

Scientists are increasingly overwhelmed by the volume of articles being published. Total articles indexed in Scopus and Web of Science have grown exponentially in recent years; in 2022 the article total was approximately ~47% higher than in…

数字图书馆 · 计算机科学 2024-12-12 Mark A. Hanson , Pablo Gómez Barreiro , Paolo Crosetto , Dan Brockington

Diversity with respect to ethnicity and gender has been studied in open-source and industrial settings for software development. Publication avenues such as academic conferences and journals contribute to the growing technology industry.…

软件工程 · 计算机科学 2023-10-26 Aditya Shankar Narayanan , Dheeraj Vagavolu , Nancy A Day , Meiyappan Nagappan

Understanding the relationship between the composition of a research team and the potential impact of their research papers is crucial as it can steer the development of new science policies for improving the research enterprise. Numerous…

数字图书馆 · 计算机科学 2023-07-03 Angelo Salatino , Simone Angioni , Francesco Osborne , Diego Reforgiato Recupero , Enrico Motta

The pursuit of knowledge is the permanent goal of human beings. Scientific literature, as the major medium that carries knowledge between scientists, exhibits explosive growth during the last century. Despite the frequent use of many…

数字图书馆 · 计算机科学 2021-06-10 Luoyi Fu , Huquan Kang , Jianghao Wang , Ling Yao , Xinbing Wang , Chenghu Zhou

Language is a major source of systemic inequities in science, particularly among scholars whose first language is not English. Studies have examined scientists' linguistic practices in specific contexts; few, however, have provided a global…

数字图书馆 · 计算机科学 2025-05-01 Carolina Pradier , Lucía Céspedes , Vincent Larivière

We analyze the publication records of individual scientists, aiming to quantify the topic switching dynamics of scientists and its influence. For each scientist, the relations among her publications are characterized via shared references.…

物理与社会 · 物理学 2019-09-11 An Zeng , Zhesi Shen , Jianlin Zhou , Ying Fan , Zengru Di , Yougui Wang , H. Eugene Stanley , Shlomo Havlin

This article has a dual objective. Firstly, it aims to investigate whether gender diversity in publications reviewed on Pubpeer has an impact on the (non)retraction of those publications. Secondly, it seeks to analyze the reasons for…

物理与社会 · 物理学 2023-10-26 Abdelghani Maddi , Emmanuel Monneau , Catherine Guaspare , Floriana Gargiulo , Michel Dubois

Development in Artificial Intelligence (AI) has accelerated scientific discovery. Alongside recent AI-oriented Nobel prizes, these trends establish the role of AI tools in science. This advancement raises questions about the potential…

计算机与社会 · 计算机科学 2025-12-02 Qianyue Hao , Fengli Xu , Yong Li , James Evans

Academic and scientific publishing practices have changed significantly in recent years. This paper presents an analysis of 17 million research papers published since 2000 to explore changes in authorship and content practices. It shows a…

数字图书馆 · 计算机科学 2025-10-28 Padraig Cunningham , Padhraic Smyth , Barry Smyth

Knowledge of how science is consumed in public domains is essential for a deeper understanding of the role of science in human society. While science is heavily supported by public funding, common depictions suggest that scientific research…

数字图书馆 · 计算机科学 2021-05-04 Yian Yin , Yuxiao Dong , Kuansan Wang , Dashun Wang , Benjamin F. Jones

Authorship of scientific articles has profoundly changed from early science until now. While once upon a time a paper was authored by a handful of authors, scientific collaborations are much more prominent on average nowadays. As authorship…

数字图书馆 · 计算机科学 2022-09-16 Andrea Mannocci , Ornella Irrera , Paolo Manghi

Women make up a shrinking portion of physics faculty in senior positions, a phenomenon known as a "leaky pipeline." While fixing this problem has been a priority in academic institutions, efforts have been stymied by the diverse sources of…

物理与社会 · 物理学 2020-10-20 Clara O Ross , Aditya Gupta , Ninareh Mehrabi , Goran Muric , Kristina Lerman

Reputation is an important social construct in science, which enables informed quality assessments of both publications and careers of scientists in the absence of complete systemic information. However, the relation between reputation and…

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

Reflexive metrics is a branch of science studies which explores how the demand for accountability and performance measurement in science has shaped the research culture in recent decades. Hypercompetition and publication pressure are part…

物理与社会 · 物理学 2023-11-07 Julia Heuritsch

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

Despite the growing importance of teams in producing innovative and high-impact science and technology, it remains unclear how expertise diversity among team members relates to the originality and impact of the work they produce. Here, we…

物理与社会 · 物理学 2025-03-25 Weihua Li , Hongwei Zheng

Human creativity is the ultimate driving force behind scientific progress. While the building blocks of innovations are often embodied in existing knowledge, it is creativity that blends seemingly disparate ideas. Existing studies have made…

社会与信息网络 · 计算机科学 2016-12-06 Xinyang Zhang , Dashun Wang , Ting Wang

Despite significant improvements over the last few generations, the discipline of mathematics still counts a disproportionately small number of women among its practitioners. These women are underrepresented as conference speakers, even…

历史与综述 · 数学 2015-02-24 Greg Martin