We are analyzing https://link.springer.com/article/10.1007/s11192-019-03187-9.

Title:
Early identification of intellectual structure based on co-word analysis from research grants | Scientometrics
Description:
From the initial idea, writing, submitting, and reviewing to the online presentation of a research paper takes a long time. The identified intellectual structure of a research paper may have a certain time lag. In view of this problem, scholars have suggested that research grants may be an alternative way to identify intellectual structure as early as possible. However, these comments are mentioned qualitatively. Few researchers have verified the research grant by early identification of the intellectual structure of a field with a quantitative method. Therefore, this paper proposes a new method framework to confirm the lead-lag relationship quantitatively between intellectual structures identified by the research grant and the research paper. In empirical analysis, Operations Research and Management Science in China was selected as a specific research area. The results show that the intellectual structure identified by the research grant leads the intellectual structure of a research paper by approximately 1–2 years. These discoveries, to some extent, confirm the early identification of intellectual structure based on the research grant. In addition, the results also indicate that there is high similarity between intellectual structure identified by the research grant and that in the research paper in the previous year.
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Keywords {🔍}

research, article, google, scholar, analysis, journal, management, intellectual, structure, coword, scientometrics, information, httpsdoiorgs, science, china, networks, international, chen, bibliometric, based, content, data, sun, paper, grant, field, evolution, network, lee, sciences, privacy, cookies, social, early, grants, leadlag, access, chinese, author, trends, human, publish, search, identification, xiaolei, identified, scientific, keywords, chang, citation,

Topics {✒️}

lead-lag relationship quantitatively month download article/chapter jianping li & xiaolei sun topical lead-lag analysis large-scale social networks lead lag lda word network-related approach lead-lag analysis detecting research fronts privacy choices/manage cookies social media research full article pdf human related factors national science foundation specific research area institutional research productivity intellectual structure based product innovation research key research program big data research research grant leads strategic management research human resource management chinese scientific research identified intellectual structure identify intellectual structure intellectual structure identified threshold citation analysis intellectual structures identified data perspective based related subjects medical tourism research word analysis based topic model approach subject heading weighting arxiv e-prints correlated text streams qyzdb-ssw-sys036 article scientometrics aims weighted citation networks research paper takes procedia computer science product innovation management author information authors soft matter physics conditions privacy policy european economic area digital library field interlayer degree correlations research funding

Questions {❓}

Underestimating or overestimating the distribution inequality of research funding?
Who are the international research collaboration partners for China?

Schema {🗺️}

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