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Comparing Bibliometric Analysis Using PubMed, Scopus, and Web of Science Databases
Published on: October 24, 2019
Knowledge evolution in physics research: An analysis of bibliographic coupling networks
Wenyuan Liu1,2, Andrea Nanetti3,2, Siew Ann Cheong1,2
1School of Physical and Mathematical Sciences, Nanyang Technological University, 21 Nanyang Link, Singapore 637371, Republic of Singapore.
This study analyzes physics knowledge evolution using American Physical Society data. It reveals how research fields merge and split, with most undergoing gradual change, impacting scientific breakthroughs.
Area of Science:
- Physics
- Bibliometrics
- Science of Science
Background:
- Current understanding of scientific knowledge evolution relies on descriptive models (Popper, Kuhn).
- The dynamic interplay between established and emerging research fields requires quantitative analysis.
Purpose of the Study:
- To quantitatively investigate how new physics knowledge builds upon existing knowledge.
- To model the evolutionary relationships and dynamics of research fields.
Main Methods:
- Construction of year-to-year bibliographic coupling networks from American Physical Society (APS) publications.
- Identification and visualization of research field communities using alluvial diagrams.
- Quantitative analysis of field merging, splitting, and citation patterns.
Main Results:
- Most research fields exhibit weak 'Popperian mixing' with rare isolation or strong mixing.
- Field sizes demonstrate linear growth correlated with recombination.
- Merging of fields is predictable, while splitting is more complex.
- Kuhnian events, like field merging/splitting, correlate with major breakthroughs (e.g., Bose-Einstein condensation).
Conclusions:
- Scientific knowledge evolves through predictable patterns of field interaction and growth.
- Bibliographic coupling networks offer a robust method for tracking field dynamics.
- Major scientific advancements are linked to specific evolutionary events within research fields.
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