Application Of Bibliometrics Research Articles

Environmental, Social, and Governance-Based Artificial Intelligence Governance: Digitalizing Firms’ Leadership and Human Resources Management

The integration of artificial intelligence (AI) with environmental, social, and governance (ESG) factors is impacting the direction of enterprises and society in our swiftly expanding world. This collaboration has significant potential to tackle critical issues such as reducing the impact of climate change, fostering social integration, and improving corporate governance. Nevertheless, the implementation of AI gives rise to intricate matters and apprehensions, as it brings out a distinct array of hazards and ethical quandaries for ESG performance. The objective of the present research is to fill this gap by gathering and offering a contemporary evaluation of the influence of advancing technologies on the strategic leadership’s role in fulfilling the business goal within the context of ESG considerations. We used bibliometric analysis to investigate the study subject using R Studio version 4.2.0 and the bibliometric applications VOSviewer version 1.6.20 and Biblioshiny version 4.2.0. We obtained data from the Scopus database and used the PRISMA approach to suitably choose 205 research publications. The results suggest that it is essential to use AI and ESG to digitize the boardroom. Additionally, it is crucial to guarantee its security using an advanced detection system. Therefore, chief executive officers (CEOs) must give priority to the issues of transparency and cybersecurity to reduce risks and successfully inspire trust in business activities.

Influence and progress of tea pigment research: A comprehensive analysis of application of bibliometrics

Tea pigment, as a natural pigment component in tea, has attracted much attention because of its unique health benefits. In recent years, with the deepening of scientific research, the research on biological activity, extraction technology and application of tea pigment has made remarkable progress. Through systematic bibliometrics analysis, this paper comprehensively combs and evaluates the research status of tea pigment. The propose is to provide valuable reference for future research and application. In this paper, the chemical structure of tea pigment is firstly summarized, and then its diverse biological activities, such as antioxidant, anti-inflammatory and anti-tumor, are deeply discussed, especially its potential application in the treatment of cardiovascular diseases and diabetes. In addition, the application prospect of tea pigment in food coloring, textile dyeing and other industrial fields is also discussed in detail. Through the collection and arrangement of a large number of research literatures, this paper analyzes the development trend, research methods and main achievements of tea pigment research, and pays special attention to the dosage and effect of tea pigment in practical application. These analyses not only contribute to a more comprehensive understanding of the characteristics and functions of tea pigments, but also provide scientific basis for the further development and application of tea pigments.

Innovations in science education: A bibliometric exploration of trends and future directions

This article carries out a bibliometric research review to present the evolving landscape of innovations in science education. The study acknowledges the dynamism of the contemporary educational practices and uses the bibliometric analyses for identification of trends, assessment of impacts of scholarly outputs, and mapping the future directions in the field of science education innovation. Starting with a review of the standard bibliometric indicators, e.g., citation analysis and co-authorship, the review lays down the theoretical basis for the understanding of the scientific impact of the innovations in science education. The analysis, moreover, consists of identifying thematic foci and emerging topics through keyword mapping, which together present a holistic picture of the intellectual map of the field. The review points to seminal works and trends, demonstrating the nature of interdisciplinarity in research in science education innovation. By the analysis of collaborative networks and research hotspots the research not only demonstrates the present status of the field, but also predicts its future directions, which could help researchers and educators at the same time. Also, as a retrospective tool, the article explores the general relevance of bibliometric insights for educators, administrators, and other researchers. It highlights the application of bibliometrics in evidence-based decision-making, curricula design and international collaboration, because it is common knowledge that it can trigger the great revolution in innovative science education. This bibliometric review generates useful outcomes, which are beneficial to academic discussions and provide guidelines for future research efforts as a key reference for researchers who would like to have a deep, general overview of the innovations in science education.

The role of pre-service physical education teachers in physical education – A bibliometric and systematic review

Pre-service physical education teachers (PSPTs) have long been an important area of specific development in physical education and have become a significant force in the field of physical education and research over the past two decades. However, exploratory research on pre-service teachers remains relatively scarce, and lack a comprehensive scientific exploration of the scope of their role. Therefore, this study provides a comprehensive overview of pre-service physical education teacher education (PETE) from both a broad and specific perspective. Specifically, it includes the current state of PETE, the most influential authors, countries, journals, and literature, as well as specific research topics and future directions within PETE. Following the preferred reporting items for systematic reviews and meta-analyses (PRISMA) guidelines, a total of 340 articles were included, with 84 of them being empirical studies. The findings reveal that teacher training, diversity, equity, and inclusion in education, educational attitudes and beliefs, educational quality, educational methods and technology, career motivation, teaching models and strategies, and teacher assessment and reflection are major research themes. Visual analysis of the application of pre-service physical education teacher research highlights teacher training, diversity, equity, and inclusion in education, as well as instructional technology, as key areas of future focus. These insights contribute to the reasonable application of bibliometrics in the field of pre-service physical education teacher research.

Tracing the evolving dynamics and research hotspots of microbiota and immune microenvironment from the past to the new era.

Gut microbiota can regulate many physiological processes within gastrointestinal tract and other distal sites. Dysbiosis may not only influence chronic diseases like the inflammatory bowel disease (IBD), metabolic disease, tumor and its therapeutic efficacy, but also deteriorate acute injuries. This article aims to review the documents in this field and summarize the research hotspots as well as developing processes. Gut microbiota and immune microenvironment-related documents from 1976 to 2022 were obtained from the Web of Science Core Collection database. Bibliometrics was used to assess the core authors and journals, most contributive countries and affiliations together with hotspots in this field and keyword co-occurrence analysis. Data were visualized to help comprehension. Nine hundred and twelve documents about gut microbiota and immune microenvironment were retrieved, and the annual publications increased gradually. The most productive author, country, and affiliation were "Zitvogel L," USA and "UNIV TEXAS MD ANDERSON CANC CTR," respectively. FRONTIERS IN IMMUNOLOGY, CANCERS, and INTERNATIONAL JOURNAL OF MOLECULAR SCIENCE were the periodicals with most publications. Keyword co-occurrence analysis identified three clusters, including gut microbiota, inflammation, and IBD. Combined with the visualized analysis of documents and keyword co-occurrence as well as literature reading, we recognized three key topics of gut microbiota: cancer and therapy; immunity, inflammation and IBD; acute injuries and metabolic diseases. This article revealed researches on gut microbiota and immune microenvironment were growing. More attention should be given to the latest hotspots like gut microbiota, inflammation, IBD, cancer and immunotherapy, acute traumas, and metabolic diseases.IMPORTANCEGut microbiota can regulate many physiological processes within gastrointestinal tract and other distal sites. Dysbiosis may not only influence chronic diseases like inflammatory bowel disease (IBD), metabolic disease, tumor and its therapeutic efficacy, but also deteriorate acute injuries. While the application of bibliometrics in the field of gut microbiota and immune microenvironment still remains blank, which focused more on the regulation of the gut microbiota on the immune microenvironment of different kinds of diseases. Here, we intended to review and summarize the presented documents in gut microbiota and immune microenvironment field by bibliometrics. And we revealed researches on gut microbiota and immune microenvironment were growing. More attention should be given to the latest hotspots like gut microbiota, inflammation, IBD, cancer and immunotherapy, acute traumas, and metabolic diseases.

Foundations and knowledge clusters in TikTok (Douyin) research: evidence from bibliometric and topic modelling analyses

The goal of this study is to comprehensively analyze the dynamics and structure of TikTok research since its initial development. The scholarly composition of articles dealing with TikTok was dissected via a bibliometric study based on a corpus of 542 journal articles from the Scopus database. The results show that TikTok research has flourished in recent years and also demonstrate that the authors’ collaboration networks are disjointed, indicating a lack of cooperation among TikTok researchers. Furthermore, the analysis reveals that research collaboration among academic institutions reflects the North-South divide, also highlighting a limited research collaboration between institutions in developed and developing countries. Based on the keyword co-occurrence network and topic modeling, TikTok research revolves mainly around five thematic areas, including public health, health communication and education, platform governance, body image, and its impact on children and students. Based on these findings, numerous suggestions for further research are offered. As far as the authors are aware, this is the first application of bibliometrics and topic modeling to assess the growth of TikTok research and reveal the intellectual base of this knowledge domain.

Exploring the topic structure and evolutionary trends of health informatics research in library and information science

PurposeThis study aims to reveal the topic structure and evolutionary trends of health informatics research in library and information science.Design/methodology/approachUsing publications in Web of Science core collection, this study combines informetrics and content analysis to reveal the topic structure and evolutionary trends of health informatics research in library and information science. The analyses are conducted by Pajek, VOSviewer and Gephi.FindingsThe health informatics research in library and information science can be divided into five subcommunities: health information needs and seeking behavior, application of bibliometrics in medicine, health information literacy, health information in social media and electronic health records. Research on health information literacy and health information in social media is the core of research. Most topics had a clear and continuous evolutionary venation. In the future, health information literacy and health information in social media will tend to be the mainstream. There is room for systematic development of research on health information needs and seeking behavior.Originality/valueTo the best of the authors’ knowledge, this is the first study to analyze the topic structure and evolutionary trends of health informatics research based on the perspective of library and information science. This study helps identify the concerns and contributions of library and information science to health informatics research and provides compelling evidence for researchers to understand the current state of research.

Characterizing Peer Review Comments of Academic Articles in Multiple Rounds

AbstractPeer review can evaluate the quality of academic articles involving the evaluation of some aspects, e.g., methodology, experiment, and aspects are usually the critical sections, substance and properties of the article concerned by reviewers. Previous research on content mining of peer review did not distinguish the round of reviews. Detecting differences peer review comments among different rounds can help us to understand the focus change of the reviewers in the different rounds. This paper takes the Nature Communications as an example to build the corpora of peer reviews in multiple rounds. We correlate review rounds and citations and extract aspects from the corpora to analyze the round characteristics of review comments. We find that there is no significant correlation between the review rounds and the citations frequency, but when the number of rounds is within 1–3, there is a weak positive correlation between the review rounds and citations. Additionally, the reviewers tend to pay more attention to the results analysis and the significance of the work firstly, and then they will focus on the details of the article, such as diagrams. This study can provide new ideas for peer review mining and the application of bibliometrics.

A Retrospective Literature Review of Eating Disorder Research (1990-2021): Application of Bibliometrics and Topical Trends.

Despite the growing importance of eating disorders in society and academic literature, only a few bibliometric review studies using bibliometric analysis were available. Hence, this study aimed to explore and uncover hidden research topics and patterns in articles in terms of eating disorders over the last 30 years. In total, 4111 articles on eating disorders were analyzed using bibliometrics, network analyses, and structural topic modeling as the basis of mixed methods. In addition to general statistics about the journal, several key research topics, such as eating disorder (ED) treatment, ED symptoms, factors triggering ED, family related factors, eating behaviors, and social factors, were found based on topic correlations. This study found the key research variables that are frequently studied with EDs, such as AN, BN, BED, and ARFID. This study may help clinicians comprehend important risk factors associated with EDs. Moreover, the findings about key ED research topics and their association can be helpful for future studies to construct a comprehensive ED research framework. To our knowledge, this is the first study to use topic modeling in an academic journal on EDs and examine the diversity in ED research over 30 years of published research.

Analysis and global research trends on nautical tourism and green coastal infrastructures: the case of coral reefs and seagrass meadows

BackgroundThis article aims to analyse the scientific production related to the impact worldwide of recreational and sports tourism on the conservation and management of coast and marine green infrastructures. To this end, the research focuses on two of the ecosystems, where this type of tourism exerts pressure on a global scale: seagrass meadows and coral reefs. Based on Scopus and WoS databases, different levels of analysis have been carried through the application of bibliometrics to identify the most prevalent topics and future research trends.ResultsThe main results are summarised as follows. On the one hand, many publications in the scientific sector analyse how tourism and recreational activity affect specific marine ecosystems, especially coral reefs. On the other hand, the phenomenon of Global Change and the social and environmental effects on marine ecosystems with significant tourism potential have been identified as one of the most studied research topics. Finally, emerging research trends have been identified, including environmental monitoring and tracking programs aimed at controlling tourism, aspects related to the participation of the population and local tourism sectors, and the role of ecotourism in marine protected areas.ConclusionsIn conclusion, a greater commitment from the public administration and a greater social awareness of the ecosystem services it generates is needed. If the species and the natural environment are not conserved and protected, the tourist attractiveness of these areas would be lost and, ultimately, the tourism of the area would change, with the consequent loss of well-being for the whole community.

Simulation of the h index use at university departments within the bibliometrics-based heuristics framework: Can the indicator be used to compare individual researchers?

• Bibliometrics-based heuristics (BBHs) are simple decision strategies for evaluative purposes based on bibliometric indicators. • One aim of the heuristics research program is to develop methods for studying the use of BBHs in research evaluation. • We developed the Stata command h_index and R package hindex. • The command and package can be used to decide whether the h index can be used to compare all researchers in a university department. • If the visualizations show great differences in the citation cultures between sub-groups in the department, the h index should not be used. Bornmann and Marewski (2019) have adapted the concept of fast-and-frugal heuristics to scientometrics in order to study and guide the application of bibliometrics in research evaluation. Bibliometrics-based heuristics (BBHs) are simple decision strategies for evaluative purposes based on bibliometric indicators. One aim of the heuristics research program is to develop methods for studying the use of BBHs in research evaluation. Many deans probably evaluate rough performance differences between researchers in their departments based on h index values. Bornmann, Ganser, Tekles, and Leydesdorff (2020) developed the Stata command h_index and R package hindex which can be deployed in a fast and frugal way to decide on the following question: can the h index be used to compare all researchers in a university department, or are the citation cultures so different between sub-groups in the department that not all researchers can be compared with one another? The command and package can be used for simulations that might answer the question before extensive processes of data collection start. If the citation cultures are very different in the sub-groups, the researchers should be compared with field-normalized indicators (instead of the h index). This paper shows how the h_index command and hindex package can be employed for the decision on the h index use in the BBH.

The AIDA Dashboard: A Web Application for Assessing and Comparing Scientific Conferences

Scientific conferences are essential for developing active research communities, promoting the cross-pollination of ideas and technologies, bridging between academia and industry, and disseminating new findings. Analyzing and monitoring scientific conferences is thus crucial for all users who need to take informed decisions in this space. However, scholarly search engines and bibliometric applications only provide a limited set of analytics for assessing research conferences, preventing us from performing a comprehensive analysis of these events. In this paper, we introduce the AIDA Dashboard, a novel web application, developed in collaboration with Springer Nature, for analyzing and comparing scientific conferences. This tool introduces three major new features: 1) it enables users to easily compare conferences within specific fields (e.g., Digital Libraries) and time-frames (e.g., the last five years); 2) it characterises conferences according to a 14K research topics from the Computer Science Ontology (CSO); and 3) it provides several functionalities for assessing the involvement of commercial organizations, including the ability to characterize industrial contributions according to 66 industrial sectors (e.g., automotive, financial, energy, electronics) from the Industrial Sectors Ontology (INDUSO). We evaluated the AIDA Dashboard by performing both a quantitative evaluation and a user study, obtaining excellent results in terms of quality of the analytics and usability.

Exploring Topics in Bibliometric Research Through Citation Networks and Semantic Analysis.

This article surveys topic distributions of the academic literature that employs the terms bibliometrics, scientometrics, and informetrics. This exploration allows informing on the adoption of those terms and publication patterns of the authors acknowledging their work to be part of bibliometric research. We retrieved 20,268 articles related to bibliometrics and applied methodologies that exploit various features of the dataset to surface different topic representations. Across them, we observe major trends including discussions on theory, regional publication patterns, databases, and tools. There is a great increase in the application of bibliometrics as science mapping and decision-making tools in management, public health, sustainability, and medical fields. It is also observed that the term bibliometrics has reached an overall generality, while the terms scientometrics and informetrics may be more accurate in representing the core of bibliometric research as understood by the information and library science field. This article contributes by providing multiple snapshots of a field that has grown too quickly beyond the confines of library science.

Growth of science in activated sludge modelling - a critical bibliometric review.

In this paper, the tool of bibliometric analysis is applied to the field of activated sludge modelling and its suitability as a first step of a literature analysis is assessed. The analysis is applied to the total dataset considered as well as a time-based classification. It can be shown that this tool is very well suited to filtering the relevant authors and publications, thus enabling a subsequent visual review. The methodology presented can also be applied to sub-disciplines or other subject areas. However, the sole use of the multiple statistical and visual tools is critically questioned. Thus, misinterpretations and apparent findings can result from structural problems in the data or parameters used. Not all of the metrics used are suitable for finding relevant publications, but rather for ranking the criteria studied. However, the latter represents the most widespread application of bibliometrics. From the analysis of the keywords, it could be deduced that there has been a temporal shift from fundamental model aspects to detailed questions such as the integration of sorption and adsorption processes or anaerobic digestion. The modelling of biological phosphorus removal has also surprisingly lost a great amount of importance in the scientific literature.

Bibliometrics versus altmetrics: Researchers’ attitudes in Slovakia

Objective. The paper presents principal theoretical starting points and an overview of attitudes to altmetrics-based research evaluation among scientists of various disciplines in Slovakia, more specifically in comparison with traditional, bibliometric approaches.
 Design/Methodology/Approach. We used a questionnaire and asked researchers from various disciplines about their knowledge of principle characteristics defining the altmetrics and about their attitudes towards the application of bibliometrics and altmetrics approaches in the processes of research evaluation. The questionnaire covered a wide range of issues, predominantly associated with interpretation and perception of the importance of alternative indicators, including the factors influencing the interpretation. In this analysis, we concentrate on those parts of research reflecting the willingness of respondents to accept alternative indicators as part of research/science assessment.
 Results/Discussion. The attitude to the application of alternative indicators in research assessment is not significantly more negative among Slovak scientists if we compare it to other countries. The citations are still a respected indicator perceived as a tool for creating bonds within science. If they are perceived as obsolete or insufficient, it relates to the experience of researchers whose results are predominantly aimed at non-academic target group or if they are active in the research of social phenomena and problems. Due to pragmatic reasons connected with research financing, however, registering the citations is a generally accepted priority. Familiarity and practical experience with social media were identified as one of the factors influencing the interpretation of alternative indicators in the environment of both public and academic media.
 Conclusions. Traditional bibliometric methods, especially in the area of research evaluation, are still preferred over the altmetrics. The scientists realize that the kind of attention captured by the indicators based on social media is not comparable with the citation-based impact. Or, more precisely, that altmetrics reflects a different kind of impact whose correspondence with a traditional world of bibliographic citations remains to be explored.
 Originality/Value. The article presents the results of original research carried out in the community of scientists in Slovakia, applying quantitative research methods. It contributes to the results of previous studies on the attitudes and acceptance of altmetrics in the research community, with a special focus on research assessment.

BIBLIOMETRIC ANALYSIS OF FINANCIAL CRISIS RESEARCH

The global financial crisis that followed Lehman Brothers’ declaration of bankruptcy in September 2008 critically highlighted the significance of research on systemic risk and macro-prudential supervision. Accordingly, this paper mainly analyzed the relationship between financial crises and the article output in financial crisis research through the application of bibliometrics. The occurrence of a financial crisis leads to changes in the output of articles on crisis and risks. Hence, we focused on bibliographic coupling (e.g., co-authorship, co-occurrence), data classification by risk type in this study (e.g., market risk, credit risk) and citation analysis (e.g., top 1% cited paper). Meanwhile, the analysis indicated the most relevant disciplines in financial crisis research. For example, the number of top 1% cited articles and citations, MARKET RISK documents and citations published the most papers. In other words, the market risk is valued in the financial risk literature.

A expressão "Tratamento Temático da Informação" em artigos de periódicos nacionais: análise da ocorrência e de suas variantes designativas

Introdução: Aborda o Tratamento Temático da Informação em sua perspectiva teórica, entendido enquanto dimensão fundamental em Organização da Informação, detida à representação de atributos relativos ao conteúdo, essenciais para viabilizar a busca e recuperação por assunto. Objetiva analisar a ocorrência da expressão “Tratamento Temático da Informação” e de suas variantes designativas em artigos de periódicos brasileiros da Ciência da Informação, versados no tema, como forma de aclarar o assunto em sua perspectiva terminológica e perscrutar seu lastro teórico na literatura. Método: Constitui estudo descritivo de natureza quantitativa, na forma de pesquisa bibliográfica, com aplicação da bibliometria sobre artigos de periódicos obtidos na Base de Dados Referencial de Artigos de Periódicos em Ciência da Informação, mediante busca pela expressão “Tratamento Temático da Informação”. Congrega um corpus de 23 artigos, analisados individualmente com apoio do registro dos dados via Planilha do Excel e geração de gráficos e tabelas. Resultados: Demonstra a recorrência do termo “Tratamento Temático da Informação” nos artigos que versam sobre o tema, com predomínio da expressão na revisão de literatura. Insurge também, no título, no resumo e nas palavras-chave. Evidencia, entre as variantes designativas, as nomenclaturas “descrição” e “representação temática”. Conclusão: O Tratamento Temático da Informação vem se afirmando na literatura brasileira, na medida em que se estabelece como designação padrão da dimensão temático-organizativa nas publicações desse entorno.

Application of bibliometrics in medicine: a historical bibliometrics analysis

The application of bibliometrics in medicine enables one to analyse vast amounts of publications and their production patterns on macroscopic and microscopic levels. The aim of the study was to analyse the historical perspective of research literature production regarding application of bibliometrics in medicine. Publications related to application of bibliometrics in medicine from 1970 to 2018 were harvested from the Scopus bibliographic database. Reference Publication Year Spectroscopy was triangulated with the VOSViewer to identify historical roots and evolution of topics and clinical areas. The search resulted in 6557 publications. The literature production trend was positive. Historical roots analysis identified 33 historical roots and 16 clinical areas where bibliometrics was applied. The increase in productivity in application of bibliometrics in medicine might be attributed to increased use of quantitative metrics in research evaluation, publish or perish phenomenon and the increased use of evidence-based medicine. The trend of the literature production was positive. Medicine was in the forefront of knowledge development in bibliometrics. reference publication year spectroscopy proved to be an accurate method which was able to identify most of the historical roots.

The impact of physical activity to the child’s quality of life: a bibliometric study

Background: The application of bibliometrics in healthcare research is becoming popular, however at present it is still an under-researched area. Methods: In our study we used a bibliometric technique called bibliometric mapping to visualize the published research regarding the influence of physical activity to children’s quality of life. The research was visualized in the form of both chronological and cluster science landscapes. Science landscapes, contrary to conventional reviews, capture the relationships between multiple topics and concepts, enabling the generation of “synthetic reviews”. Results: Evolutionarily, three distinct research phases appeared, namely research on influence of physical activity on various chronic non-communicable diseases; research on quality of life and childhood diseases related to physical activity; and outcome-related research. The research consists of six main topics: asthmatic child and exercising, blood diseases, health-related quality of life, obesity and chronic diseases, childhood obesity and behaviour, and depression and health outcomes. Conclusions: The study identified some research that may be helpful to general paediatricians whose everyday practice or research is not focused on physical activity and child’s quality of life, but wants to learn about the taxonomy of the topics, the most interesting discoveries, guidelines and practices and the state of the art in the field. It also revealed some hidden association, otherwise not easily identified, even by informed researchers and clinicians.

The impact of physical activity to the child's quality of life: a bibliometric study.

Background: The application of bibliometrics in healthcare research is becoming popular, however at present it is still an under-researched area. Methods: In our study we used a bibliometric technique called bibliometric mapping to visualize the published research regarding the influence of physical activity to children's quality of life. The research was visualized in the form of both chronological and cluster science landscapes. Science landscapes, contrary to conventional reviews, capture the relationships between multiple topics and concepts, enabling the generation of "synthetic reviews". Results: Evolutionarily, three distinct research phases appeared, namely research on influence of physical activity on various chronic non-communicable diseases; research on quality of life and childhood diseases related to physical activity; and outcome-related research. The research consists of six main topics: asthmatic child and exercising, blood diseases, health-related quality of life, obesity and chronic diseases, childhood obesity and behaviour, and depression and health outcomes. Conclusions: The study identified some research that may be helpful to general paediatricians whose everyday practice or research is not focused on physical activity and child's quality of life, but wants to learn about the taxonomy of the topics, the most interesting discoveries, guidelines and practices and the state of the art in the field. It also revealed some hidden association, otherwise not easily identified, even by informed researchers and clinicians.