Data, measurement and empirical methods in the science of science

L Liu, BF Jones, B Uzzi, D Wang - Nature human behaviour, 2023 - nature.com
The advent of large-scale datasets that trace the workings of science has encouraged
researchers from many different disciplinary backgrounds to turn scientific methods into …

The science of science: From the perspective of complex systems

A Zeng, Z Shen, J Zhou, J Wu, Y Fan, Y Wang… - Physics reports, 2017 - Elsevier
The science of science (SOS) is a rapidly develo** field which aims to understand,
quantify and predict scientific research and the resulting outcomes. The problem is …

Papers and patents are becoming less disruptive over time

M Park, E Leahey, RJ Funk - Nature, 2023 - nature.com
Theories of scientific and technological change view discovery and invention as
endogenous processes,, wherein previous accumulated knowledge enables future progress …

[LIBRO][B] The science of science

D Wang, AL Barabási - 2021 - books.google.com
This is the first comprehensive overview of the'science of science,'an emerging
interdisciplinary field that relies on big data to unveil the reproducible patterns that govern …

The preeminence of ethnic diversity in scientific collaboration

BK AlShebli, T Rahwan, WL Woon - Nature communications, 2018 - nature.com
Inspired by the social and economic benefits of diversity, we analyze over 9 million papers
and 6 million scientists to study the relationship between research impact and five classes of …

SciSciNet: A large-scale open data lake for the science of science research

Z Lin, Y Yin, L Liu, D Wang - Scientific Data, 2023 - nature.com
The science of science has attracted growing research interests, partly due to the increasing
availability of large-scale datasets capturing the innerworkings of science. These datasets …

Quantifying the evolution of individual scientific impact

R Sinatra, D Wang, P Deville, C Song, AL Barabási - Science, 2016 - science.org
INTRODUCTION In most areas of human performance, from sport to engineering, the path to
a major accomplishment requires a steep learning curve and long practice. Science is not …

Taxation and innovation in the twentieth century

U Akcigit, J Grigsby, T Nicholas… - The Quarterly Journal …, 2022 - academic.oup.com
This article studies the effect of corporate and personal taxes on innovation in the United
States over the twentieth century. We build a panel of the universe of inventors who patented …

The contribution of high-skilled immigrants to innovation in the United States

S Bernstein, R Diamond, A Jiranaphawiboon… - 2022 - nber.org
We characterize the contribution of immigrants to US innovation, both through their direct
productivity as well as through their indirect spillover effects on their native collaborators. To …

Data-driven predictions in the science of science

A Clauset, DB Larremore, R Sinatra - Science, 2017 - science.org
The desire to predict discoveries—to have some idea, in advance, of what will be
discovered, by whom, when, and where—pervades nearly all aspects of modern science …