In-depth bibliometric analysis and current scientific mapping research in the context of rheumatoid arthritis pharmacotherapy

Radu, Andrei-Flavius; Bungău, Simona; Negru, Paul Andrei; Marcu, Florin; Andronie‐Cioara, Felicia Liana

doi:10.1016/j.biopha.2022.113614

Cited by 51 publications

(37 citation statements)

References 48 publications

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“…The frequency with which a keyword appears indicates its significance in the study domain. The more the keyword appears among the 3701 publications, the greater the attention placed on the research area based on the keyword, and this would also create a map with high clarity for better analysis [ 36 , 37 , 38 ]. Therefore, the keyword co-occurrence map in Figure 3 considers only keywords that have appeared more than 30 times, with 148 keywords matching the threshold and relevant to the information theoretic studies.…”

Section: Resultsmentioning

confidence: 99%

Bibliometric Analysis of Information Theoretic Studies

Lam

Siew

Jaaman

et al. 2022

Entropy

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Statistical information theory is a method for quantifying the amount of stochastic uncertainty in a system. This theory originated in communication theory. The application of information theoretic approaches has been extended to different fields. This paper aims to perform a bibliometric analysis of information theoretic publications listed on the Scopus database. The data of 3701 documents were extracted from the Scopus database. The software used for analysis includes Harzing’s Publish or Perish and VOSviewer. Results including publication growth, subject areas, geographical contributions, country co-authorship, most cited publications, keyword co-occurrence analysis, and citation metrics are presented in this paper. Publication growth has been steady since 2003. The United States has the highest number of publications and received more than half of the total citations from all 3701 publications. Most of the publications are in computer science, engineering, and mathematics. The United States, the United Kingdom, and China have the highest collaboration across countries. The focus on information theoretic is slowly shifting from mathematical models to technology-driven applications such as machine learning and robotics. This study highlights the trends and developments of information theoretic publications, which helps researchers to understand the state of the art of information theoretic approaches for future contributions in this research domain.

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Section: Resultsmentioning

confidence: 99%

Bibliometric Analysis of Information Theoretic Studies

Lam

Siew

Jaaman

et al. 2022

Entropy

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“…6 and 7 ). There were 3 features that were illustrated in this study: the 4-quadrant radar plot allows condensing the information of bibliographic data (e.g., authors, journals, countries, and institutes) with a glance rather than having many tables and graphs as in many traditional bibliographical studies [ 15 , 27 ] (e.g., the one [ 27 ] with 15 tables and 27 figures in an article); Y-index and CJAL scores are successfully combined on a radar plot (e.g., Figs. 3 and 4 ); and the enhanced TBG was applied to citation trends of keywords and articles (Figs.…”

Section: Discussionmentioning

confidence: 99%

“…Instead, TBG can be used as a starting point to explore bibliographic data using bibliometric methods, such as predicting citations in future articles. Therefore, a bibliographic study should use more sophisticated, multivariate statistical analyses (e.g., cocitation analysis) to derive results instead of simple article and citation counts in tables, as in those 100 top-cited studies [23][24][25][26] or the one [27] with 15 tables and 27 figures in an article. An example of an article that follows this approach is those [28][29][30][31][32][33] that identify a relevant and interesting "story" supported by their bibliographic data and bibliometric analysis on trend analysis.…”

Section: Improved Temporal Bar Graph (Tbg) Required In Bibliometricsmentioning

confidence: 99%

Citation trends in ophthalmology articles and keywords in mainland China, Hong Kong, and Taiwan since 2013 using temporal bar graphs (TBGs): Bibliometric analysis

et al. 2022

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Background: We selected authors from mainland China, Hong Kong, and Taiwan (CHT) to examine citation trends on articles and keywords. The existence of suitable temporal bar graphs (TBGs) for displaying citation trends is unknown. It is necessary to enhance the traditional TBGs to provide readers with more information about the citation trend. The purpose of this study was to propose an advanced TBG that can be applied to understand the most worth-reading articles by ophthalmology authors in the CHT. Methods: Using the search engine of the Web of Science core collection, we conducted bibliometric analyses to examine the article citation trends of ophthalmology authors in CHT since 2013. A total of 6695 metadata was collected from articles and review articles. Using radar plots, the Y-index, and the combining the Y-index with the CJAL scores (CJAL) scores, we could determine the dominance of publications by year, region, institute, journal, department, and author. A choropleth map, a dot plot, and a 4-quadrant radar plot were used to visualize the results. A TBG was designed and provided for readers to display citation trends on articles and keywords. Results: We found that the majority of publications were published in 2017 (2275), Shanghai city (935), Sun Yat-Sen University (China) (689), the international journal Ophthalmology (1399), the Department of Ophthalmology (3035), and the author Peizeng Yang (Chongqing) (65); the highest CAJL scores were also from Guangdong (2767.22), Sun Yat-Sen University (China) (2147.35), and the Ophthalmology Department (7130.96); the author Peizeng Yang (Chongqing) (170.16) had the highest CAJL; and the enhanced TBG features maximum counts and recent growth trends that are not included in traditional TBGs. Conclusion: Using the Y-index and the CJAL score compared with research achievements of ophthalmology authors in CHT, a 4-quadrant radar plot was provided. The enhanced TBGs and the CJAL scores are recommended for future bibliographical studies.

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“…The node size represents the weight of analysis items, the links between the nodes reflect the relationship between the items, and the colors of nodes represent clustering. Usually, items that are in the same cluster show a stronger collaborative relationship [ 11 ]. CiteSpace 5.8.R3 is another application for analyzing and visualizing co-citation networks.…”

Section: Methodsmentioning

confidence: 99%

Bibliometric Analysis of Research Relating to IgA Nephropathy from 2010 to 2021

Gao

2022

Med Sci Monit

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Background IgA nephropathy (IgAN), characterized by the deposition of IgA, is one of the most common forms of primary glomerulonephritis. Although bibliometrics has been popular in the field of medicine, the bibliometric analysis of research related to IgAN has not been reported in the past 10 years. Therefore, the purpose of this study was to analyze the evolution trend and hotspots of IgAN over the last 10 years. Material/Methods The literature data related to IgAN between 2010 and 2021 were retrieved from the Web of Science Core Collection database, a high-quality digital database that has been broadly accepted among researchers and has become a common tool for retrieving and evaluating different types of publications. VOSviewer 1.6.18 was used to analyze co-authorship, co-occurrence, citation, and co-citation. CiteSpace 5.8.R3 was used to analyze burst keywords. Results According to the inclusion and exclusion criteria, 3664 papers were gathered. The country with the largest number of publications was China. Peking University was the most productive institution. The journal with the highest publications was Nephrology Dialysis Transplantation . The most prolific author was Zhang Hong. The highly cited references mainly investigated the pathology and pathogenesis of IgAN. The most frequent keywords were “IgA nephropathy”, “glomerulonephritis”, and “Oxford classification”. Conclusions Our study provided a comprehensive overview of IgAN research and showed the development status and scientific trend of IgAN through bibliometric analysis from 2010 to 2021. Our results will allow researchers to understand the existing research quickly and get direction for future research.

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In-depth bibliometric analysis and current scientific mapping research in the context of rheumatoid arthritis pharmacotherapy

Cited by 51 publications

References 48 publications

Bibliometric Analysis of Information Theoretic Studies

Bibliometric Analysis of Information Theoretic Studies

Citation trends in ophthalmology articles and keywords in mainland China, Hong Kong, and Taiwan since 2013 using temporal bar graphs (TBGs): Bibliometric analysis

Bibliometric Analysis of Research Relating to IgA Nephropathy from 2010 to 2021

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