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Paper · arXiv

Structural Diversity Drives Disruptive Scientific Innovation

Scientific innovation increasingly depends on collaboration, yet the organizational structure that fosters breakthrough ideas remains poorly understood. Existing metrics - such as team size or compositional diversity - capture readily observable characteristics but not the deeper architecture of collaboration. We introduce Structural Diversity (SD): the extent to which a team bridges multiple distinct knowledge communities within its prior collaboration network. Using a century-scale dataset of 260 million scientific publications (1900-2025) and combining causal inference with a quasi-natural experiment based on a U.S. National Science Foundation policy change in 2012, we show that SD is ...

AuthorsYichun Peng, Saike He, Peijie Zhang et al.
Primary categorycs.SI
Published2 April 2026
Last updated at source2 April 2026
cs.SIcs.CVcs.CYcs.DLstat.AP
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