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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

An original cross sectional dataset referring to a medium sized Italian university is implemented in order to analyze the determinants of scientific research production at individual level. The dataset includes 942 permanent researchers of…

物理与社会 · 物理学 2014-07-29 Alberto Baccini , Lucio Barabesi , Martina Cioni , Caterina Pisani

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

Publication statistics are ubiquitous in the ratings of scientific achievement, with citation counts and paper tallies factoring into an individual's consideration for postdoctoral positions, junior faculty, tenure, and even visa status for…

物理与社会 · 物理学 2010-03-29 Alexander M. Petersen , Fengzhong Wang , H. Eugene Stanley

Teams are the fundamental units propelling innovation and advancing modern science. A rich literature links the fundamental features of teams, such as their size and diversity, to academic success. However, such analyses fail to capture…

物理与社会 · 物理学 2024-07-18 Sandeep Chowdhary , Luca Gallo , Federico Musciotto , Federico Battiston

Many studies demonstrate that there is still a significant gender bias, especially at higher career levels, in many areas including science, technology, engineering, and mathematics (STEM). We investigated field-dependent, gender-specific…

Gender inequality in scientific careers has been extensively documented through aggregate measures such as total publications and cumulative citations, yet the temporal dynamics underlying these disparities remain largely unexplored. Here…

数字图书馆 · 计算机科学 2025-09-09 Bili Zheng , Chenyi Yang , Jianhua Hou

Elite economics PhD programs aim to train graduate students for a lifetime of academic research. This paper asks how advising affects graduate students' post-PhD research productivity. Advising is highly concentrated: at the eight…

综合经济学 · 经济学 2025-02-18 Joshua Angrist , Marc Diederichs

Tenure is a cornerstone of the US academic system, yet its relationship to faculty research trajectories remains poorly understood. Conceptually, tenure systems may act as a selection mechanism, screening in high-output researchers; a…

物理与社会 · 物理学 2025-07-03 Giorgio Tripodi , Xiang Zheng , Yifan Qian , Dakota Murray , Benjamin F. Jones , Chaoqun Ni , Dashun Wang

Women are dramatically underrepresented in computer science at all levels in academia and account for just 15% of tenure-track faculty. Understanding the causes of this gender imbalance would inform both policies intended to rectify it and…

社会与信息网络 · 计算机科学 2016-06-17 Samuel F. Way , Daniel B. Larremore , Aaron Clauset

In this work we examine the relationship between research performance, age, and seniority in academic rank of full professors in the Italian academic system. Differently from a large part of the previous literature, our results generally…

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

We studied gender differences among Polish top performers (the upper 10% of scientists in terms of research productivity) in international research collaborations in 15 STEMM disciplines and over time. We examined five 6-year periods from…

数字图书馆 · 计算机科学 2025-12-30 Marek Kwiek , Wojciech Roszka

In this study, the global scientific workforce is explored through large-scale, generational, cross-sectional, and longitudinal approaches. We examine 4.3 million nonoccasional scientists from 38 OECD countries publishing in 1990-2021. Our…

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

Ever more frequently, governments have decided to implement policy measures intended to foster and reward excellence in scientific research. This is in fact the intended purpose of national research assessment exercises. These are typically…

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

Biological age is an important sociodemographic factor in studies on academic careers (research productivity, scholarly impact, and collaboration patterns). It is assumed that the academic age, or the time elapsed from the first…

数字图书馆 · 计算机科学 2023-05-09 Marek Kwiek , Wojciech Roszka

The association between productivity and impact of scientific production is a long-standing debate in science that remains controversial and poorly understood. Here we present a large-scale analysis of the association between yearly…

数字图书馆 · 计算机科学 2021-08-17 Andre S. Sunahara , Matjaz Perc , Haroldo V. Ribeiro

This contribution examines the current controversy over research productivity. There are two sides in this controversy. Using extensive data from several industries and areas of research, one side argues that research productivity is…

综合经济学 · 经济学 2022-03-03 Gennady Shkliarevsky

The literature dedicated to analysis of the difference in research productivity between the sexes tends to agree in indicating better performance for men. This study enters in the vein of work on the subject. Through bibliometric…

数字图书馆 · 计算机科学 2018-12-20 Giovanni Abramo , Ciriaco Andrea D'Angelo , Alessandro Caprasecca

Current practices of quantifying performance by productivity leads serious concerns for psychological well-being of doctoral students and influence of research environment is often neglected in research evaluations. Acknowledgements in…

计算机与社会 · 计算机科学 2022-03-08 Ozgur Can Seckin , Onur Varol

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