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Quantification of the spatial-temporal patterns of great ideas
Xiaokai Li1, Peng Zhang1, An Zeng2
1School of Science, Beijing University of Posts and Telecommunications, Beijing 100876, China.
PNAS Nexus
|March 27, 2023
Summary
Great ideas are geographically concentrated, with a significant transformation around the 1870s possibly linked to the rise of the United States in academia. This study analyzes historical magnum opuses to understand the birth of influential scientific concepts.
Area of Science:
- Science and Technology Studies
- History of Science
- Bibliometrics
Background:
- Understanding knowledge creation is vital for scientific advancement.
- Previous research focused on modern scientific publications.
- The origins of historical 'great ideas' remain largely unstudied.
Purpose of the Study:
- To investigate the geographical and temporal patterns of historical great ideas.
- To identify key periods and locations in the genesis of influential intellectual achievements.
- To explore potential shifts in the landscape of idea production.
Main Methods:
- Compilation of 2001 magnum opuses across nine disciplines from Wikipedia and academic history.
- Analysis of publication year and place to map geographical concentration.
- Construction of a spatial-temporal bipartite network to assess historical output similarity.
- Application of an iterative approach for re-ranking cities and historical periods.
Main Results:
- The birth of great ideas is highly geographically concentrated, exceeding contemporary knowledge production.
- A 'Great Transformation' was identified around the 1870s, potentially correlating with the US academic rise.
- Cities and historical periods were re-ranked based on their leadership and prosperity in idea generation.
Conclusions:
- Historical great ideas exhibit distinct geographical and temporal clustering.
- The 1870s marked a significant shift in the production of influential intellectual achievements.
- Geospatial and temporal network analysis offers insights into the dynamics of scientific idea evolution.
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