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Data, measurement and empirical methods in the science of science
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 …
researchers from many different disciplinary backgrounds to turn scientific methods into …
Science of science
BACKGROUND The increasing availability of digital data on scholarly inputs and outputs—
from research funding, productivity, and collaboration to paper citations and scientist mobility …
from research funding, productivity, and collaboration to paper citations and scientist mobility …
Papers and patents are becoming less disruptive over time
Theories of scientific and technological change view discovery and invention as
endogenous processes,, wherein previous accumulated knowledge enables future progress …
endogenous processes,, wherein previous accumulated knowledge enables future progress …
Gender-diverse teams produce more novel and higher-impact scientific ideas
Science's changing demographics raise new questions about research team diversity and
research outcomes. We study mixed-gender research teams, examining 6.6 million papers …
research outcomes. We study mixed-gender research teams, examining 6.6 million papers …
Can Generative AI improve social science?
CA Bail - Proceedings of the National Academy of Sciences, 2024 - National Acad Sciences
Generative AI that can produce realistic text, images, and other human-like outputs is
currently transforming many different industries. Yet it is not yet known how such tools might …
currently transforming many different industries. Yet it is not yet known how such tools might …
The diversity–innovation paradox in science
Prior work finds a diversity paradox: Diversity breeds innovation, yet underrepresented
groups that diversify organizations have less successful careers within them. Does the …
groups that diversify organizations have less successful careers within them. Does the …
Potentially long-lasting effects of the pandemic on scientists
Two surveys of principal investigators conducted between April 2020 and January 2021
reveal that while the COVID-19 pandemic's initial impacts on scientists' research time seem …
reveal that while the COVID-19 pandemic's initial impacts on scientists' research time seem …
A discipline-wide investigation of the replicability of Psychology papers over the past two decades
Conjecture about the weak replicability in social sciences has made scholars eager to
quantify the scale and scope of replication failure for a discipline. Yet small-scale manual …
quantify the scale and scope of replication failure for a discipline. Yet small-scale manual …
Large teams develop and small teams disrupt science and technology
One of the most universal trends in science and technology today is the growth of large
teams in all areas, as solitary researchers and small teams diminish in prevalence …
teams in all areas, as solitary researchers and small teams diminish in prevalence …
Topic modeling in management research: Rendering new theory from textual data
Increasingly, management researchers are using topic modeling, a new method borrowed
from computer science, to reveal phenomenon-based constructs and grounded conceptual …
from computer science, to reveal phenomenon-based constructs and grounded conceptual …