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International collaboration in science continues to grow at a remarkable rate, but little agreement exists about dynamics of growth and organization at the discipline level. Some suggest that disciplines differ in their collaborative…

数字图书馆 · 计算机科学 2016-12-22 Caroline S. Wagner , Travis Whetsell , Loet Leydesdorff

A fundamental question in the field of social studies of science is how research fields emerge, grow and decline over time and space. This study confronts this question here by developing an inductive analysis of emerging research fields…

综合经济学 · 经济学 2018-07-23 Mario Coccia

Scientific institutions play a crucial role in driving intellectual, social, and technological progress. Their capacity to innovate depends mainly on their ability to attract, retain, and nurture scientific talent and ultimately make it…

数字图书馆 · 计算机科学 2023-07-14 Marcia Ferreira , Rodrigo Costas , Vito Servedio , Stefan Thurner

Recent methodological advances are enabling better examination of speciation and extinction processes and patterns. A major open question is the origin of large discrepancies in species number between groups of the same age. Existing…

种群与进化 · 定量生物学 2015-09-01 Sacha Laurent , Marc Robinson-Rechavi , Nicolas Salamin

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

Scientific discovery is shaped by scientists' choices and thus by their career patterns. The increasing knowledge required to work at the frontier of science makes it harder for an individual to embark on unexplored paths. Yet…

物理与社会 · 物理学 2020-09-28 Giorgio Tripodi , Francesca Chiaromonte , Fabrizio Lillo

Over the last few decades, the nature of scientific research has changed in response to external influences. Firstly, powerful networked computers have become a standard tool. Secondly, society presses ever harder for research to deliver…

物理教育 · 物理学 2017-11-27 Philip G Judge , Isabel Lipartito , Roberto Casini

Guiding others through authentic scientific research outside of PhD programs has been practiced for decades in specialized secondary schools, undergraduate research programs, and independent settings. These practitioners work in the middle,…

物理教育 · 物理学 2026-04-23 Sergey V. Samsonau , Matthew Pearce

Context: The retraction of research papers, for whatever reason, is a growing phenomenon. However, although retracted paper information is publicly available via publishers, it is somewhat distributed and inconsistent. Objective: The aim is…

数字图书馆 · 计算机科学 2023-07-19 Martin Shepperd , Leila Yousefi

The mechanisms driving different types of scientific innovation through collaboration remain poorly understood. Here we develop a comprehensive framework analyzing over 14 million papers across 19 disciplines from 1960 to 2020 to unpack how…

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

The ability to activate and manage effective collaborations is becoming an increasingly important criteria in policies on academic career advancement. The rise of such policies leads to development of indicators that permit measurement of…

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

Research institutions provide the infrastructure for scientific discovery, yet their role in the production of knowledge is not well characterized. To address this gap, we analyze interactions of researchers within and between institutions…

物理与社会 · 物理学 2021-01-27 Keith A. Burghardt , Zihao He , Allon G. Percus , Kristina Lerman

In this paper, we explore how members of the scientific community leave academic science and how attrition (defined as ceasing to publish) differs across genders, academic disciplines, and over time. Our approach is cohort-based and…

物理与社会 · 物理学 2024-10-18 Marek Kwiek , Lukasz Szymula

Scientific progress is inherently sequential: collective knowledge is updated as new studies enter the literature. We propose the sequential meta-analysis research trace (SMART), which quantifies the influence of each study at the time it…

统计方法学 · 统计学 2025-11-20 Jonas M. Mikhaeil , Donald P. Green , David Blei

A Nature survey from 2023 involving 1,600 researchers shows that scientists are ``concerned, as well as excited, by the increasing use of artificial-intelligence tools in research.'' This tension frames our central question: Are researchers…

计算机与社会 · 计算机科学 2026-05-19 Angelo A. Salatino , Ansgar Scherp , Christin Katharina Kreutz , Sahar Vahdati

The exponential growth in the number of scientific papers makes it increasingly difficult for researchers to keep track of all the publications relevant to their work. Consequently, the attention that can be devoted to individual papers,…

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

Research methods constitute an indispensable tool for scholars engaged in scientific inquiry. Investigating how scholars use research methods throughout their careers can reveal distinct patterns in method adoption, providing valuable…

数字图书馆 · 计算机科学 2026-04-23 Jiayi Hao , Chengzhi Zhang

The humanities are often characterized by sociologists as having a low mutual dependence among scholars and high task uncertainty. According to Fuchs' theory of scientific change, this leads over time to intellectual and social…

数字图书馆 · 计算机科学 2018-09-21 Giovanni Colavizza

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