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Disciplinary Knowledge Production and Diffusion in Science

机译:科学中的学科知识产生与扩散

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摘要

This study examines patterns of dynamic disciplinary knowledge production and diffusion. It uses a citation data set of Scopus-indexed journals and proceedings. The journal-level citation data set is aggregated into 27 subject areas and these subjects are selected as the unit of analysis. A 3-step approach is employed: the first step examines disciplines' citation characteristics through scientific trading dimensions; the second step analyzes citation flows between pairs of disciplines; and the third step uses egocentric citation networks to assess individual disciplines' citation flow diversity through Shannon entropy. The results show that measured by scientific impact, the subjects of Chemical Engineering, Energy, and Environmental Science have the fastest growth. Furthermore, most subjects are carrying out more diversified knowledge trading practices by importing higher volumes of knowledge from a greater number of subjects. The study also finds that the growth rates of disciplinary citations align with the growth rates of global research and development (R&D) expenditures, thus providing evidence to support the impact of R&D expenditures on knowledge production.
机译:本研究考察了动态学科知识产生和传播的模式。它使用Scopus索引期刊和论文集的引文数据集。期刊级引文数据集被汇总到27个主题领域中,并选择这些主题作为分析单位。采用三步法:第一步通过科学的交易维度检查学科的引文特征;第二步分析学科之间的引文流;第三步,使用以自我为中心的引文网络通过Shannon熵评估各个学科的引文流多样性。结果表明,以科学影响力衡量,化学工程,能源和环境科学学科的增长最快。此外,大多数科目通过从更多科目中导入更大数量的知识来实施更加多样化的知识交易实践。研究还发现,学科引用的增长率与全球研发支出的增长率一致,从而提供了证据来支持研发支出对知识生产的影响。

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