TY - JOUR
T1 - Scientific prize network predicts who pushes the boundaries of science
AU - Ma, Yifang
AU - Uzzi, Brian
N1 - Funding Information:
We thank the Clarivate Analytics (the owner of the WoS database), the Mathematics Genealogy Project, AFT, and Wikipedia for making their data available for analysis. This material is based upon work supported by, or in part by, the US Army Research Laboratory and the US Army Research Office under Grant W911NF-15-1-0577, QUANTA: Quantitative Network-Based Models of Adaptive Team Behavior, Army Research Laboratory (Grant W911NF-09-2-0053), the NIH (Grant R01GM112938), Kellogg School of Management, and the Northwestern Institution on Complex Systems, which provided generous funding for this project.
Publisher Copyright:
© 2018 National Academy of Sciences. All Rights Reserved.
PY - 2018/12/11
Y1 - 2018/12/11
N2 - Scientific prizes confer credibility to persons, ideas, and disciplines, provide financial incentives, and promote community-building celebrations. We examine the growth dynamics and interlocking relationships found in the worldwide scientific prize network. We focus on understanding how the knowledge linkages among prizes and scientists’ propensities for prizewinning relate to knowledge pathways between disciplines and stratification within disciplines. Our data cover more than 3,000 different scientific prizes in diverse disciplines and the career histories of 10,455 prizewinners worldwide for over 100 years. We find several key links between prizes and scientific advances. First, despite an explosive proliferation of prizes over time and across the globe, prizes are more concentrated within a relatively small group of scientific elites, and ties among elites are highly clustered, suggesting that a relatively constrained number of ideas and scholars push the boundaries of science. For example, 64.1% of prizewinners have won two prizes and 13.7% have won five or more prizes. Second, certain prizes strongly interlock disciplines and subdisciplines, creating key pathways by which knowledge spreads and is recognized across science. Third, genealogical and coauthorship networks predict who wins multiple prizes, which helps to explain the interconnectedness among celebrated scientists and their pathbreaking ideas.
AB - Scientific prizes confer credibility to persons, ideas, and disciplines, provide financial incentives, and promote community-building celebrations. We examine the growth dynamics and interlocking relationships found in the worldwide scientific prize network. We focus on understanding how the knowledge linkages among prizes and scientists’ propensities for prizewinning relate to knowledge pathways between disciplines and stratification within disciplines. Our data cover more than 3,000 different scientific prizes in diverse disciplines and the career histories of 10,455 prizewinners worldwide for over 100 years. We find several key links between prizes and scientific advances. First, despite an explosive proliferation of prizes over time and across the globe, prizes are more concentrated within a relatively small group of scientific elites, and ties among elites are highly clustered, suggesting that a relatively constrained number of ideas and scholars push the boundaries of science. For example, 64.1% of prizewinners have won two prizes and 13.7% have won five or more prizes. Second, certain prizes strongly interlock disciplines and subdisciplines, creating key pathways by which knowledge spreads and is recognized across science. Third, genealogical and coauthorship networks predict who wins multiple prizes, which helps to explain the interconnectedness among celebrated scientists and their pathbreaking ideas.
KW - Computational
KW - Genealogy
KW - Nobel
KW - Science of science
KW - Social networks
KW - Social science
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U2 - 10.1073/pnas.1800485115
DO - 10.1073/pnas.1800485115
M3 - Article
C2 - 30530666
AN - SCOPUS:85058373519
SN - 0027-8424
VL - 115
SP - 12608
EP - 12615
JO - Proceedings of the National Academy of Sciences of the United States of America
JF - Proceedings of the National Academy of Sciences of the United States of America
IS - 50
ER -