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1
Yu, Weidong. "Using author tri-citation analysis to map knowledge domains in knowledge representations." Electronic Library 35, no. 6 (November 6, 2017): 1215–24. http://dx.doi.org/10.1108/el-11-2016-0240.
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Purpose Previous commonly used author co-citation analysis (ACA) methods have limited the ability to deal with accidental co-citation in constructing a raw co-citation matrix. Therefore, the purpose of this paper is to propose a new method, called author tri-citation analysis (ATA), to better map knowledge domains and depict scientific intellectual structures. Design/methodology/approach Different from the previous method of using ACA that captures author co-citation relationships, the ATA method seeks tri-citation relationships among authors. Compared with ACA, ATA can ignore some accidental co-citation relationships between authors and can improve the accuracy of mapping knowledge domains. Findings Although ATA does not mine more sub-fields than ACA does, the results of the empirical studies show that ATA, the newly proposed method, performs better in knowledge domain maps based on publications in the field of computer science. Research limitations/implications The definition of ATA in this article is simple and still insufficiently informative. Many other pieces of information can be involved; for example, all authors’ information, authors’ sequence in the author list, reference published time and similar. These can be enhanced in future studies. Practical implications This research will enrich the methods of mapping knowledge domains due to its new perspective. Social implications Knowledge domain mapping is important to understand a discipline, and this research provides more potential methods for this, which benefits the performance of the maps. Originality/value ATA can provide a methodological awareness for mapping knowledge domains. This value lies in not only a tri-citation perspective, but also author bibliographic tripling and author tri-operation perspectives (“tri-” perspectives).
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Wang, Binglu, Yi Bu, and Win-bin Huang. "Document- and Keyword-based Author Co-citation Analysis." Data and Information Management 2, no. 2 (August 14, 2018): 70–82. http://dx.doi.org/10.2478/dim-2018-0009.
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AbstractIn the field of scientometrics, the principal purpose for author co-citation analysis (ACA) is to map knowledge domains by quantifying the relationship between co-cited author pairs. However, traditional ACA has been criticized since its input is insufficiently informative by simply counting authors’ co-citation frequencies. To address this issue, this paper introduces a new method that reconstructs the raw co-citation matrices by regarding document unit counts and keywords of references, named as Document- and Keyword-Based Author Co-Citation Analysis (DKACA). Based on the traditional ACA, DKACA counted co-citation pairs by document units instead of authors from the global network perspective. Moreover, by incorporating the information of keywords from cited papers, DKACA captured their semantic similarity between co-cited papers. In the method validation part, we implemented network visualization and MDS measurement to evaluate the effectiveness of DKACA. Results suggest that the proposed DKACA method not only reveals more insights that are previously unknown but also improves the performance and accuracy of knowledge domain mapping, representing a new basis for further studies.
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Gunawan, Budi, Barito Mulyo Ratmono, Ade Gafar Abdullah, Nada Sadida, and Hendra Kaprisma. "Research Mapping in the Use of Technology for Fake News Detection: Bibliometric Analysis from 2011 to 2021." Indonesian Journal of Science and Technology 7, no. 3 (October 10, 2022): 471–96. http://dx.doi.org/10.17509/ijost.v7i3.51449.
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This study aims to (1) determine research developments, (2) produce research distribution maps based on co-authorship analysis, (3) produce research distribution maps based on citation analysis, (4) produce research distribution maps based on co-citation analysis, (5) produce a research distribution map based on co-occurrence analysis, and (6) find out the state-of-the-art research in the use of technology for fake news detection. This study uses a quantitative method with a descriptive approach in bibliometric analysis from 2011 to 2021. From the research results obtained (1) the development of research publications in the field of the use of technology for fake news detection shows an increase, (2) the interrelationships between countries of authors, organizations affiliated with the authors, and among authors, (3) distribution map of citation analysis based on units of countries, sources, and authors, (4) distribution map of co-citation analysis based on unit cited sources and cited authors, (5) connection of keyword in the use of technology for fake news detection publications is related to literacy skills such as media literacy and information literacy, and (6) several research trends that researchers have widely used in the last 2 years including COVID-19, media literacy, and cyber deception. The research results can be used to determine the development of research o in the use of technology for fake news detection and as a reference for developing further research in the use of technology for fake news detection.
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Lou, Yan, Shang Zhang, and Lu Cheng Huang. "Research on Identifying Experts in Biomaterials Field Based on CiteSpaceII." Applied Mechanics and Materials 577 (July 2014): 1231–35. http://dx.doi.org/10.4028/www.scientific.net/amm.577.1231.
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Based on the original literature on biomaterials included in Web of Science between the year 1985 and 2012, this paper conducts the author co-occurrence and co-citation analysis, makes the high-frequency co-authors map and co-citation map, and shows the researchers distribution, with the information visualization software CiteSpaceII. By detecting the leading researchers in the biomaterials field, it helps the researchers to comprehend the research fronts and hot research topics quickly, identify classic literature efficiently, and write the literature review in their research activities easily. It provides the experts research direction to view related documents in the vast amounts of data. Moreover, the research result of this paper can provide a basis for relevant government departments to establish the expert database in the biomaterials field.
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Pinto, Adilson Luiz, Preiddy Efrain-García, Beatriz Ainhize Rodríguez Barquín, and José Antonio Moreiro González. "Scientific indicators on literature in Bibliometry and Scientometry through social networks." Brazilian Journal of Information Science 1, no. 1 (November 27, 2007): 58–76. http://dx.doi.org/10.36311/1981-1640.2007.v1n1.04.p58.
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This work explores Social Networks map generation in the area of the Metric Studies, Bibliometry and Scientometry. This kind of map show (i) index of co-authors by area ISI, (ii) comparative of the documentary typology of registries source by citation, (iii) which authors have made the biggest scientific contribution, (iv) authors which have the biggest citation, (v) the documents more mentioned and (vi) the more relevant magazines related to the information consumption. The evaluation had been modeled by centrality and frequency, inquired amongst 635 registers rescued on the thematic. The main registers source has been the packages of the Institute for Scientific Information (Science Citation Index, Social Science Citation Index and Arts & Humanities), and the studied period goes from 1975 to 2005. To realize the data treatment we used CiteSpace application, which has given the relation maps, a methodology of documentary control, developed by Efrain-García.
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Zhong, Botao, Yongjian Hei, Li Jiao, Hanbin Luo, and Junqing Tang. "Technology Frontiers of Building-integrated Photovoltaics (BIPV): A Patent Co-citation Analysis." International Journal of Low-Carbon Technologies 15, no. 2 (December 23, 2019): 241–52. http://dx.doi.org/10.1093/ijlct/ctz068.
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Abstract Recently, greater research attention has focused on the application of solar power generation technology in building construction to reduce building energy consumption and encourage increased sustainable development. An emerging solar power generation technology is in the use of Building-integrated Photovoltaics (BIPVs), where photovoltaic materials are used to replace conventional building materials. In order to map the development of BIPV technology over time and explore technology paths, this study retrieved a total of 4914 patents dated from 1972 to 2016 from the Derwent Innovations Index patent database. This study applies patent co-citation analysis to map the patent co-citation network in three periods based on Ucinet tool. Evolutional path and three key technology frontiers were identified using Social Network Analysis (SNA) and text clustering. The results of this study provide an informed reference for future researchers in understanding the historical development of BIPV, as an emerging and important solar power generation technology in the built environment. At the same time, big data of patents are analyzed using SNA and text clustering, which overcomes the limitation of previous methods of frontiers study that have depended on expert opinion or peer review.
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Li, Rui, Hong Zhang, Chenguang Liu, Zhenyu Cheryl Qian, and Linghao Zhang. "Bibliometric and Visualized Analysis of User Experience Design Research: From 1999 to 2019." SAGE Open 12, no. 1 (January 2022): 215824402210872. http://dx.doi.org/10.1177/21582440221087266.
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With increasing research attention to user experience (UX), UX design (UXD) has gained concomitant interest. This study systematically reviews UXD research using a bibliometrical knowledge map. We collected and reviewed 14,825 documents to analyze UXD research from five perspectives: keyword trends, reference co-citation, author co-citation, categories, and author institutes. (a) UXD, as a research term, broadens the boundaries of experience and design and brings them together. (b) Publications in UXD focus on user, business, and technology orientation. (c) Author co-citation analysis reveals “invisible college networks” among UXD scholars. (d) Computer Science and Engineering are the most significant majors in UXD, although interdisciplinary research is common. (e) Research from the United States dominates. This review recognizes research gaps and future trends for conceptualizing and assessing UXD skills. The findings can benefit researchers, curriculum designers, and instructors.
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Li, Hong Xia, and Long Zhao Zhao. "Coal Mine Safety Management Researching Situation Analysis Based on Knowledge Map." Advanced Materials Research 962-965 (June 2014): 1003–9. http://dx.doi.org/10.4028/www.scientific.net/amr.962-965.1003.
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In order to understand the characteristics and law of development of coal research in the field of safety management, the papers published data from 1993--2013 based on Web of Science database and the Java platform development CitespaceIII visualization software for scientific knowledge map drawing is used. Through the knowledge map visualization analysis, it shows the origin of the research of international coal safety management and foundation of knowledge, and its basic and frontier disciplines. The results show that: through the visual keywords co-occurrence knowledge mapping analysis, high frequency keywords and high degree of heart keyword ranked in the top 10. It also shows the hot spot area and the development trend in the research field of coal safety management; from the literature co-citation results, classical literature and knowledge of basic research on coal safety management field, it plays an important role in the development process of the research in the field of visualization; through the journal co-citation analysis of knowledge map, it gets higher yield and literature journal, such as SAFETY SCI, COAL SCI TECHNOLOGY, CHINA COAL and the like, which shows that in the study of coal safety management field quantity of periodicals, China is the first, which explains China's leading position in the field of safety management of coal.
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Li, Yunlong, Linna Li, Wenxin Deng, Dian Zhu, and Luo Hong. "Building Integrated Photovoltaic (BIPV) Development Knowledge Map: A Review of Visual Analysis Using CiteSpace." Buildings 13, no. 2 (January 31, 2023): 389. http://dx.doi.org/10.3390/buildings13020389.
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Achieving zero energy consumption in buildings is one of the most effective ways of achieving ‘carbon neutrality’ and contributing to a green and sustainable global development. Currently, BIPV systems are one of the main approaches to achieving zero energy in buildings in many countries. This paper presents the evolution of BIPV systems and predicts their future trends by deriving a base sample of core papers on BIPV systems from 2012 to 2022 from the Web of Science core database and conducting a bibliometric study using CiteSpace scientific visualisation software. To gain a deeper understanding and grasp of the research progress of BIPV systems, research group discovery, research hotspot analysis, and research frontier detection of the relevant literature were conducted. (1) Research groups on the topic were summarised through author coupling network, publication distribution, and country mapping analysis; (2) Research hotspots on the topic were explored through keyword co-occurrence, keyword emergence, and time zone map analysis; (3) Research hotspots on the topic were explored through literature co-citation timeline maps, literature co-citation categories, and literature co-citation clustering analysis to detect the frontiers of research in the field. Finally, we conclude that research trends in BIPV systems are mainly in the areas of heat transfer, thermal performance, renewable energy, solar cell and renewable building materials, and evaluation systems. In the future, BIPV research and applications will move towards interdisciplinary and multinational cooperation, which will maximise the benefits of clean energy conversion in buildings. It will also provide researchers and practitioners with a clearer understanding of BIPV research trends and hotspots, and provide new directions for future research.
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Kava, Luana, and Rodrigo Eduardo Botelho-Francisco. "Innovation and Digital Social Networks." Brazilian Journal of Information Science 14, no. 4 (November 25, 2020): e020013. http://dx.doi.org/10.36311/1940-1640.2020.v14n4.10294.
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The present study aims to verify and analyze the leading academic publications related to innovation topics and digital social networks. The research methodology is the co-citation analysis followed by the development of a co-citation map that includes approaches, types of networks and levels of aggregation by these themes. Therefore, this study can promote a better understanding of how the authors studying innovation and digital social networks relate. As a result, 866 articles were identified between 2014 and 2018. Of these, 26,392 were references cited by the analyzed papers in the total of 480 journals. Three main clusters were identified with the references of the articles analyzed.
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Santana, Paula Sanches, and Franciane Freitas Silveira. "Empreendedorismo na indústria criativa: um estudo bibliométrico." Revista de Administração da UFSM 12, no. 1 (May 13, 2019): 125. http://dx.doi.org/10.5902/1983465917012.
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The aim of this study is to discuss the scientific production scenario related to the theme entrepreneurship in the creative industries sector through a bibliometric study, using co-citation network. The sample was based on the ISI Web of Knowledge platform (Web of Science), totaling 131 selected articles. Based on data analysis, we concluded that entrepreneurship in the creative industry sector is a subject still under-explored, but there has been a significant increase in publications in the last five years. Looking at the co-citation network, we were able to map the intellectual structure of entrepreneurship in the creative industries sector and the development in research and publications as well.
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Kruggel, Alexander, Victor Tiberius, and Manuela Fabro. "Corporate Citizenship: Structuring the Research Field." Sustainability 12, no. 13 (June 30, 2020): 5289. http://dx.doi.org/10.3390/su12135289.
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Corporate citizenship, which is firms’ societal engagement beyond customer and shareholder interests, is a prominent topic in management practice and has led to extensive research. This increased interest resulted in a complex and fragmented scholarly literature. In order to structure and map the field quantitatively, we conducted a temporal analysis of publications and citations, an analysis of the productivity of involved disciplines, an analysis of the productivity of publication forms including journal impact factors, an author productivity and citation analysis, a co-author analysis, an article citation analysis, an article co-citation analysis, and a keyword co-occurrence analysis. Results of these bibliometric analyses show that corporate citizenship research seems to have been in a phase of stagnation since 2014 and shows a rather low degree of interdisciplinarity. Papers are predominantly published in high impact journals. Authors show little collaboration with other researchers. Current research relates to other business ethics topics, addresses philosophical foundations, and starts to relate to human resource management and organization studies.
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Huo, Dongxia, and Saranan Photchanachan. "Bibliometric Analysis of Knowledge Networks and Creativity." International Journal of Business and Management 16, no. 5 (April 2, 2021): 35. http://dx.doi.org/10.5539/ijbm.v16n5p35.
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Despite the sharp increase in awareness of workplace knowledge networks and creativity research, no attention has been paid to objectively visualizing the evolution of this fast-growing area to complement prior qualitative reviews. This bibliometric analysis involves an examination of 341 global knowledge networks and creativity articles in management-related research in the Web of Science database. Using CiteSpace V visualization literature measurement software, the knowledge map of the knowledge networks and creativity research was drawn using the scientific metrology knowledge graph research method. We conduct Publication time analysis, country/region analysis, journal co-citation analysis, author co-citation, document co-citation, the time-zone visualization analysis on research literature in the field of knowledge networks and creativity, the major researchers and topics in the field of knowledge network, and creativity are clearly presented. Moreover, we summarize the developing trends of knowledge networks and creativity research. On this basis, our review demonstrates the systematic development of literature and identifies trends to advance knowledge networks and creativity research.
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Teixeira, Sergio, Pedro Mota Veiga, Ronnie Figueiredo, Cristina Fernandes, João J. Ferreira, and Mário Raposo. "A systematic literature review on family business: insights from an Asian context." Journal of Family Business Management 10, no. 4 (April 16, 2020): 329–48. http://dx.doi.org/10.1108/jfbm-12-2019-0078.
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PurposeFamily firms have been the subject of various scientific studies. This interest derives not only from their unique characteristics in terms of their management but more specifically in terms of their succession in a dimension that does not impact on other companies in the same way. Hence, and as a complex field of research, this study seeks to map out and analyse the intellectual knowledge on research into family firms in Asian contexts.Design/methodology/approachAs regards the statistical and analytical methods, the authors made recourse to the bibliometric, co-citation and cluster analysis techniques. In order to evaluate any potential patterns among the articles, the authors analysed the ways in which the articles are jointly cited. This furthermore applied hierarchical cluster analysis to the totality of the articles subject to co-citation analysis within the scope of grouping the interrelated articles into distinct sets. In order to graphically map the bibliographic co-citation analysis, the authors deployed the network and cluster determination theories.FindingsThe results enabled the identification and the classification of various theoretical perspectives on the domain of family firms into four main approaches: (1) family business behaviour; (2) family versus non-family CEOs; (3) business family performance; and (4) business family and people.Originality/valueThis study identifies, explores, analyses and summarises the main themes, contributing towards deepening the literature through the means of identifying the priority areas in relation to Asian family businesses able to guarantee international standards of excellence in comparison with their respective competitors.
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Degn, Lise, Niels Mejlgaard, and Jesper Wiborg Schneider. "Using mixed methods to map vaguely defined research areas." Research Evaluation 28, no. 4 (October 1, 2019): 394–404. http://dx.doi.org/10.1093/reseval/rvz025.
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Abstract The aim of this article is to present an alternative method for science mapping, which remedies some of the classic limitations to e.g. using co-citation analysis as a mapping tool. With the emergence of new, more complex and interdisciplinary areas of research it becomes important to adjust our understandings of how to study these areas, and the argument of the present paper is that in order to provide high-resolution maps of emerging scientific areas, we need to start in the ‘cognitive colleges’ of the research areas themselves. To do so, a mixed methods design with co-nomination as its backbone is proposed. The potential and limitations of the alternative approach to science mapping are discussed based on an empirical example of mapping an vaguely defined research area in Denmark.
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Kainzbauer, Astrid, Parisa Rungruang, and Philip Hallinger. "How Does Research on Sustainable Human Resource Management Contribute to Corporate Sustainability: A Document Co-Citation Analysis, 1982–2021." Sustainability 13, no. 21 (October 24, 2021): 11745. http://dx.doi.org/10.3390/su132111745.
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While the field of human resource management (HRM) has a long research tradition, the focus on sustainability has only gained momentum since the turn of the millennium. This bibliometric review examined key documents that inform scholarship in sustainable human resource management (S-HRM). The review identified 807 Scopus-indexed documents on sustainability in human resource management published between 1982 and 2021. Bibliometric analyses applied to this database included document citation and co-citation analysis to map peer-recognized documents. The review documented an emerging knowledge base that is global in scope with contributions from a variety of regions in the world. Three ‘invisible colleges’ emerged in the visual map of co-cited documents. These include green human resource management (Green HRM) with a focus on environmental aspects of sustainability, corporate social responsibility (CSR), and S-HRM with a focus on analyzing all three aspects of the triple bottom line of corporate output. These document analyses found that this emerging literature on S-HRM is heavily weighted towards environmental concerns. The authors recommend that greater attention be placed on the contributions that HRM makes to the human and social aspects of sustainability.
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Silva-Santos, Jane Lucia, and Adilson Mueller. "Resilience in the management and business research field: a bibliometric analysis." Cuadernos de Gestión 22, no. 2 (May 11, 2022): 61–79. http://dx.doi.org/10.5295/cdg.211581js.
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The purpose of this study is to map the recent scientific literature on resilience and analyses the most substantial contributions to the advancement of studies in the business and management research field. A bibliometric analysis from the Web of Science / Social Sciences Citation Index database – covering the period 2014 until May 2021 – was carried out. Bibliometric techniques and tools were applied, such as co-citation counts and historiography generated by HistCiteTM, and bibliographic coupling and cartography from VOSviewer (visualization of similarities). As result, 637 articles were identified, which were published in 114 journals and written by 1607 authors affiliated to 821 institutions from 63 countries. This study provides new information not previously reviewed, for example, most influential journals and articles in recent years. The analysis allowed elaborating a map that provides clues for future studies on resilience in the business and management research field.
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Zhang, Shunan, ShaoPeng Che, Dongyan Nan, and Jang Hyun Kim. "MOOCs as a Research Agenda: Changes Over Time." International Review of Research in Open and Distributed Learning 23, no. 4 (November 1, 2022): 193–210. http://dx.doi.org/10.19173/irrodl.v23i4.6361.
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MOOCs (massive open online courses) have attracted considerable attention from researchers. Fueled by constant change and developments in educational technology, the trends of MOOCs have varied greatly over the years. To detect and visualize the developments and changes in MOOC research, 4,652 articles published between 2009 and 2021 were retrieved from Web of Science and Scopus with the aid of CiteSpace. This study sought to explore the number of publications, co-citation network, cluster analysis, timeline analysis, burstness analysis, and dual-map overlays based on co-citation relationships. The first finding was that the number of publications on MOOCs had increased consistently, and grew especially quickly between 2013 and 2015. Second, the main topic of the top 10 co-cited studies revolved around the problem of learner continuance. Third, blended programs, task-technology fit, and comparative analysis have emerged as popular subjects. Fourth, the development of MOOC research has followed distinct phases, with 2009 to 2012 the starting phase, 2013 to 2015 the high growth phase, 2016 to 2018 the plateau phase, and 2019 to 2021 another peak phase. Lastly, both cluster analysis and dual-map overlays provided empirical evidence of cross-disciplinary research. Our findings provided an in-depth and dynamic understanding of the development and evolution of MOOC research and also proposed novel ideas for future studies.
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Elmqvist, Niklas, and Philippas Tsigas. "CiteWiz: A Tool for the Visualization of Scientific Citation Networks." Information Visualization 6, no. 3 (September 2007): 215–32. http://dx.doi.org/10.1057/palgrave.ivs.9500156.
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We present CiteWiz, an extensible framework for visualization of scientific citation networks. The system is based on a taxonomy of citation database usage for researchers, and provides a timeline visualization for overviews and an influence visualization for detailed views. The timeline displays the general chronology and importance of authors and articles in a citation database, whereas the influence visualization is implemented using the Growing Polygons technique, suitably modified to the context of browsing citation data. Using the latter technique, hierarchies of articles with potentially very long citation chains can be graphically represented. The visualization is augmented with mechanisms for parent–child visualization and suitable interaction techniques for interacting with the view hierarchy and the individual articles in the dataset. We also provide an interactive concept map for keywords and co-authorship using a basic force-directed graph layout scheme. A formal user study indicates that CiteWiz is significantly more efficient than traditional database interfaces for high-level analysis tasks relating to influence and overviews, and equally efficient for low-level tasks such as finding a paper and correlating bibliographical data.
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Enders, Martin, Frank Havemann, and Jonathan M. Jeschke. "A citation-based map of concepts in invasion biology." NeoBiota 47 (June 19, 2019): 23–42. http://dx.doi.org/10.3897/neobiota.47.32608.
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Invasion biology has been quickly expanding in the last decades so that it is now metaphorically flooded with publications, concepts, and hypotheses. Among experts, there is no clear consensus about the relationships between invasion concepts, and almost no one seems to have a good overview of the literature anymore. Similar observations can be made for other research fields. Science needs new navigation tools so that researchers within and outside of a research field as well as science journalists, students, teachers, practitioners, policy-makers, and others interested in the field can more easily understand its key ideas. Such navigation tools could, for example, be maps of the major concepts and hypotheses of a research field. Applying a bibliometric method, we created such maps for invasion biology. We analysed research papers of the last two decades citing at least two of 35 common invasion hypotheses. Co-citation analysis yields four distinct clusters of hypotheses. These clusters can describe the main directions in invasion biology and explain basic driving forces behind biological invasions. The method we outline here for invasion biology can be easily applied for other research fields.
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Tas, Nurullah, and Yusuf İslam Bolat. "An Examination of the Studies on STEM in Education: A Bibliometric Mapping Analysis." International Journal of Technology in Education and Science 6, no. 3 (August 26, 2022): 477–94. http://dx.doi.org/10.46328/ijtes.401.
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This research aims to propose a bibliometric map of studies on the use of STEM in education. This study used publication co-citation analysis, author co-citation analysis, and word frequency analysis methods to reveal the structure and transformation of STEM literature. Descriptive data such as the distribution of studies in the field by country, institution, and time were obtained from the Web of Science (WoS) database. We used the RStudio program for bibliometric analysis. The International Journal of Stem Education is the most widely published. Journal of Science Education and Technology received the most citations. Guzey S.S. is the author with the most publications on the subject. Capraro M.M. most cited author. The university that publishes the most is Purdue University. The USA is the country with the highest number of publications. The paper by Blickenstaff titled Gender and Education in 2005 has been cited the most worldwide. The research by Maltese, which was published in 2019, had the highest local citation rate. According to the results of cluster analysis, four clusters were formed. The term "STEM" appears to be present in all clusters. "STEM Education" was also included in three clusters.
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Rani, Parveen, Arvind Yadav, Dinesh Kumar, Jyoti Pandey, Mubashir Gull, Mohd Arshad Ansari, Shantanu Ghosh, and Bhavna Sahni. "A Bibliometric Analysis of Literature on Covid-19 And Mental Health." National Journal of Community Medicine 13, no. 09 (September 30, 2022): 642–50. http://dx.doi.org/10.55489/njcm.130920222131.
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Purpose: The present study analyzed the existing literature related to COVID 19 and Mental Health by using the technique of bibliometric analysis which may serve as guide-map for future researchers and policy makers. Method: Bibliometric analysis is conducted in the present study by using various techniques like citation analysis, co-citation analysis, co-occurrence of keywords, thematic mapping by using visualization of similarities (VOS) viewer open-source software and R-based bibliometrix. Results: The study highlighted the most significant journals, authors, co-cited authors, institutions, keywords co-occurrence, and most cited articles in the area of COVID-19 and Mental Health on the basis of bibliometric analysis of 149 studies taken from the database of Scopus for the past three years (2020–first quarter of 2022). Also, authors identified few relevant themes such as Economic Effects of COVID-19, COVID-19 and its Impact on Healthcare workers, COVID-19 and its Impact on Patients and General Population as important emerging key areas for further research. Conclusion: We have highlighted significant citations, co-citations and keywords co-occurrence to summarize the literature. The present bibliometric study convincingly confirms the effect of COVID 19 pandemic on mental health and provides enough evidence to advocate formulation of strategies to tackle mental health issues.
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Li, Lin Z., Loet Leydesdorff, Shoko Nioka, Nannan Sun, and Eugene Garfield. "Citation analysis of the scientific publications of Britton Chance in ISI citation indexes." Journal of Innovative Optical Health Sciences 07, no. 02 (March 2014): 1430003. http://dx.doi.org/10.1142/s1793545814300031.
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Britton Chance was a pioneer in many scientific fields such as enzymatic reaction kinetics, bioenergetics, metabolism, in vivo NMR, and biophotonics. As an engineer, physical chemist, physicist, physiologist, biophysicist, biochemist, innovator and educator, he had worked in diversified fields over extended periods between 1926 until his death in 2010, at the age of 97. In order to illustrate his scientific career and great impact on research from a new perspective, we employ scientometric analysis tools to analyze the publications of Britton Chance with data downloaded from the ISI Citation Indexes in April 2013. We included articles, reviews and proceeding papers but excluded meeting abstracts. In total, we obtained 1023 publication records with 1236 authors in 266 journals with 17,114 citations from 1945 to 2013. We show the annual publications and citations that Britton Chance received from 1945 to 2013, and generate HistCite maps on the basis of the global citations (GCS) and local (self) citations (LCS) to show the citation relationships among the top-30 publications of Britton Chance. Metabolism and the development of physical methods to probe it appear to be the connecting thread of the lifelong research of Britton Chance. Furthermore, we generate the journal map and co-authorship map to show the broad scope of research topics and collaborators and the high impacts of the scientific oeuvre of Britton Chance ranging from physics, engineering, chemistry and biology to medicine.
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Bin, Cheng, Chen Weiqi, Chu Shaoling, and Hu Chunxia. "Visual Analysis of Research Hot Spots, Characteristics, and Dynamic Evolution of International Competitive Basketball Based on Knowledge Mapping." SAGE Open 11, no. 1 (January 2021): 215824402098872. http://dx.doi.org/10.1177/2158244020988725.
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A total of 1,207 papers related to competitive basketball research from 1986 to 2019 were retrieved from the Web of Science database. Taking the retrieved papers as research objects, the trend chart, keyword map, and citation map of international competitive basketball research were drawn using the visual software CiteSpaceIII, and the methods of literature review, knowledge map analysis, co-occurrence analysis, citation analysis, and word frequency analysis were used. The research status and hot spots of international competitive basketball in recent 30 years are analyzed, which clarify the research context of foreign competitive basketball, reveal the research trend of international competitive basketball, and provide theoretical reference for future competitive basketball research. The research shows that (a) competitive basketball research lacks influential scientific research institutions and leading figures, and the existing research institutions are in their own way with little cooperation. (b) The hot spots of competitive basketball research are “Competitive performance,” “Gender difference,” “Sports injury,” and so on. Co-occurrence network structure is relatively loose and the density is not high. (c) “Sports injury” has always been the hot spot and frontier of competitive basketball research, from the early rehabilitation basic research aimed at ensuring competitive participation to the fine-grained preventive research centered on “preventing diseases,” and then to the interdisciplinary comprehensive research of electronic science, neuroscience, and brain science. In this process, big data research began to emerge, reflecting the research characteristics of the era of mathematics and intelligence, and also showing the future research trend and development direction of competitive basketball.
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Qian, Kun, Yingxue Li, Yuenan Lv, and Xiaonan Yang. "Research status of human resource management in China based on scientific knowledge map." E3S Web of Conferences 251 (2021): 03096. http://dx.doi.org/10.1051/e3sconf/202125103096.
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In order to accurately grasp the current research frontier of human resource management, according to certain retrieval conditions, 2724 literatures published from 2011 to 2021 were retrieved from CNKI database as data samples. CiteSpace software was used for visual analysis, CO citation analysis and cluster analysis were carried out on these literature data, and the corresponding knowledge map was drawn. The objective of this paper is to show the hot topics and cutting-edge trends of human resource management research in China and draw the current situation of human resource management research in China, in order to provide reference for future research.
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Pizzolotto, Roberto. "Tracing the Scientific Trajectory of Volunteered Cartography: The Case of OpenStreetMap." ISPRS International Journal of Geo-Information 11, no. 7 (July 20, 2022): 410. http://dx.doi.org/10.3390/ijgi11070410.
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Where the streets have no name is probably the preferred place for a volunteer OpenStreetMapper. Launched in 2004, the Open Street Map project aimed to share geographical data based on volunteer mapping and led to the collection of geographical data from almost every country in the world within fifteen years. The increased dissemination of cartographic data via the Internet has been helpful in real life, socially, and has resulted in the number of published documents increasing rapidly. To evaluate the impact of volunteered cartography on scientific research, a science mapping approach was applied to the published literature on the Open Street Map project on the basis of co-occurrence and co-citation analyses, which showed that the main themes (conceptual network) were of technical relevance, collaboration among scholars and among institutes (social network) was not strong, and knowledge and ideas circulated within a limited network. In this study, documents published by OpenStreetMappers were analysed for the first time; thus, it was possible to highlight gaps in volunteered cartography and to discuss further improvements to the Open Street Map project.
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van Raan, Anthony F. J. "Patent Citations Analysis and Its Value in Research Evaluation: A Review and a New Approach to Map Technology-relevant Research." Journal of Data and Information Science 2, no. 1 (February 18, 2017): 13–50. http://dx.doi.org/10.1515/jdis-2017-0002.
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Abstract Purpose First, to review the state-of-the-art in patent citation analysis, particularly characteristics of patent citations to scientific literature (scientific non-patent references, SNPRs). Second, to present a novel mapping approach to identify technology-relevant research based on the papers cited by and referring to the SNPRs. Design/methodology/approach In the review part we discuss the context of SNPRs such as the time lags between scientific achievements and inventions. Also patent-to-patent citation is addressed particularly because this type of patent citation analysis is a major element in the assessment of the economic value of patents. We also review the research on the role of universities and researchers in technological development, with important issues such as universities as sources of technological knowledge and inventor-author relations. We conclude the review part of this paper with an overview of recent research on mapping and network analysis of the science and technology interface and of technological progress in interaction with science. In the second part we apply new techniques for the direct visualization of the cited and citing relations of SNPRs, the mapping of the landscape around SNPRs by bibliographic coupling and co-citation analysis, and the mapping of the conceptual environment of SNPRs by keyword co-occurrence analysis. Findings We discuss several properties of SNPRs. Only a small minority of publications covered by the Web of Science or Scopus are cited by patents, about 3%–4%. However, for publications based on university-industry collaboration the number of SNPRs is considerably higher, around 15%. The proposed mapping methodology based on a “second order SNPR approach” enables a better assessment of the technological relevance of research. Research limitations The main limitation is that a more advanced merging of patent and publication data, in particular unification of author and inventor names, in still a necessity. Practical implications The proposed mapping methodology enables the creation of a database of technology-relevant papers (TRPs). In a bibliometric assessment the publications of research groups, research programs or institutes can be matched with the TRPs and thus the extent to which the work of groups, programs or institutes are relevant for technological development can be measured. Originality/value The review part examines a wide range of findings in the research of patent citation analysis. The mapping approach to identify a broad range of technology-relevant papers is novel and offers new opportunities in research evaluation practices.
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Bogolyubova, Olga, and Andrey Lovakov. "What Do We Know About EMDR Therapy Research? A Bibliometric Analysis." Journal of EMDR Practice and Research 16, no. 2 (April 1, 2022): 76–91. http://dx.doi.org/10.1891/emdr-2021-0008.
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Bibliometric analysis is a quantitative method designed to analyze large volumes of scientific output data and to map the intellectual landscape of a specific area of knowledge by describing its scientometric indicators (e.g., number of publications and citations, etc.) and structural relationships (e.g., co-authorship patterns, keyword clustering, etc.) between its different components. In this article, methods of bibliometric analysis are applied to the corpus of publications on eye movement desensitization and reprocessing (EMDR) therapy research. A total of 1,150 papers found in the Web of Science database and published between 1994 and early 2021 were included in the analysis. Retrieved bibliometric data was analyzed and visualized using VOSViewer software. Temporal distribution of publications (number of publications per year); spatial distribution of publications (author affiliations); top journals; impact of EMDR research as assessed by highly cited publications; author co-citation as a measure of collaboration; literature co-citation as a measure of internal structure; and key terms were analyzed. The results of the study provide the readers with a broad, “one-stop overview” of the current state of research on EMDR therapy, with a focus on the quantitative characteristics of its output and on the key represented topics.
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Žukauskas, Mindaugas, and Renata Korsakienė. "KONFLIKTŲ SPRENDIMAS IR LYDERYSTĖ: BIBLIOMETRINĖ ANALIZĖ / CONFLICT RESOLUTION AND LEADERSHIP: A BIBLIOMETRIC ANALYSIS." Mokslas - Lietuvos ateitis 11 (June 14, 2019): 1–8. http://dx.doi.org/10.3846/mla.2019.9241.
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Conflict resolution and leadership is growing research topic in academic literature. The demand of leaders of organizations to manage conflicts requires further analysis of this topic. It is necessary for better understanding of conflict resolution relationship with leadership. Bibliometrical analysis reveals this relationship. The study analyses 526 references collected from the Web of Science database and uses the VOSviewer program to graphically map the material. The bibliometric analysis involves co-occurrence of keywords, co-citation and co-authorship. The results identify the leading trends and development status in terms of impact, main journals, authors, papers, topics and countries. The analysis and graphical presentations are relevant for researchers and practitioners for better understanding of the state of the art of concflict resolution and leadership.
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Oliveira, Alexandre, Fernando Carvalho, and Nuno Rosa Reis. "Institutions and Firms’ Performance: A Bibliometric Analysis and Future Research Avenues." Publications 10, no. 1 (February 17, 2022): 8. http://dx.doi.org/10.3390/publications10010008.
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International business scholars have recognized the importance of the contextual embeddedness of firms. However, how they matter remains a contested question. Although recent efforts have been made to review the field, it remains unclear how institutions affect firms’ performance. We aim at answering the following research question: How is the intellectual and the conceptual structure of the institutions and firms’ performance field defined? We searched in the WoS and Scopus databases with pre-determined keywords, and we obtained a sample of 1063 articles that we analyzed by conducting the citation and co-citation analyses, keyword co-occurrence analysis, and thematic map analysis. Our bibliometric results portrayed how the intellectual and conceptual structure of the field has evolved. We contribute to the international business literature by providing a one-stop overview of the field, thus identifying current accomplishments and future research avenues on the relationship between institutions and firms’ performance. By analyzing the articles included on the Emerging and Niche clusters, we discuss future research avenues on the topics of sustainability, entrepreneurship, political ties, and institutional quality.
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Xiao, Xue, Martin Skitmore, Heng Li, and Bo Xia. "Mapping Knowledge in the Economic Areas of Green Building Using Scientometric Analysis." Energies 12, no. 15 (August 5, 2019): 3011. http://dx.doi.org/10.3390/en12153011.
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This paper presents the first inclusive scientometric review of the economic areas of green building (GBE). The aim is to methodically examine and summarize the state-of-the-art of the GBE body of knowledge. To this end, this study analyses 1713 GBE-related bibliographic records retrieved from the Web of Science by using the quantitative method of knowledge mapping. The knowledge base, knowledge domain, and knowledge evolution of how they interacted with each other are explored using document co-citation analysis and keywords co-citation analysis of the existing body of literature. The research findings are informative in recognizing and interpreting the underlying structure and trends in GBE. A knowledge map provides a valuable and instructive understanding of the evolution and status quo of the GBE knowledge body, as well as assisting in recognizing the gaps and deficiencies involved. The results will help in understanding how GBE knowledge is evolving and its role played in green building, and thus provide suggestions of how academic research can enhance sustainability practices in terms of economic area in the future.
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Wang, Yuanhang, Zhiwen Jiang, Lingzhi Li, Yujun Qi, Jianwei Sun, and Zhangzhang Jiang. "A Bibliometric and Content Review of Carbon Emission Analysis for Building Construction." Buildings 13, no. 1 (January 12, 2023): 205. http://dx.doi.org/10.3390/buildings13010205.
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To combat climate change and meet energy conservation and emission reduction goals, the building sector must adopt low-carbon technologies and low-carbon management methods. To systematically explore existing research areas and track future research trends of carbon emission in the construction stage (CECS), this study conducts a bibliometric and content analysis of CECS studies. 563 relevant publications published between 2000 and 2022 are examined and analyzed using data from the Web of Science (WoS) core collection database. The findings reveal that studies of CECS have evolved through three stages: preliminary exploratory period, stable development period, and rapid development period. In addition, the literature co-citation network and content analysis classify the 13 found co-citation clusters into four knowledge domains: sources definition, data statistics, assessment methods, and carbon reduction strategies. Finally, a knowledge map of CECS studies is presented, outlining significant aspects of research, existing gaps in knowledge, and directions for future study. This work will make it easier for academics and professionals to pinpoint promising areas of study, fill in knowledge gaps, and broaden the scope of existing research on CECS.
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Wang, Yu-Chi, Qian Liu, Zi-Yan Yu, Jing Wang, and Jin-Song Zhang. "Bibliometric analysis and mapping knowledge domain of pterygium: 2000-2019." International Journal of Ophthalmology 14, no. 6 (June 18, 2021): 903–14. http://dx.doi.org/10.18240/ijo.2021.06.17.
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AIM: To track the knowledge structure, topics in focus, and trends in emerging research in pterygium in the past 20y. METHODS: Base on the Web of Science Core Collection (WoSCC), studies related to pterygium in the past 20y from 2000-2019 have been included. With the help of VOSviewer software, a knowledge map was constructed and the distribution of countries, institutions, journals, and authors in the field of pterygium noted. Meanwhile, using co-citation analysis of references and co-occurrence analysis of keywords, we identified basis and hotspots, thereby obtaining an overview of this field. RESULTS: The search retrieved 1516 publications from WoSCC on pterygium published between 2000 and 2019. In the past two decades, the annual number of publications is on the rise and fluctuated a little. Most productive institutions are from Singapore but the most prolific and active country is the United States. Journal Cornea published the most articles and Coroneo MT contributed the most publications on pterygium. From co-occurrence analysis, the keywords formed 3 clusters: 1) surgical therapeutic techniques and adjuvant of pterygium, 2) occurrence process and pathogenesis of pterygium, and 3) epidemiology, and etiology of pterygium formation. These three clusters were consistent with the clustering in co-citation analysis, in which Cluster 1 contained the most references (74 publications, 47.74%), Cluster 2 contained 53 publications, accounting for 34.19%, and Cluster 3 focused on epidemiology with 18.06% of total 155 co-citation publications. CONCLUSION: This study demonstrates that the research of pterygium is gradually attracting the attention of scholars and researchers. The interaction between authors, institutions, and countries is lack of. Even though, the research hotspot, distribution, and research status in pterygium in this study could provide valuable information for scholars and researchers.
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Torres-Pruñonosa, Jose, Miquel Angel Plaza-Navas, Francisco Díez-Martín, and Albert Beltran-Cangrós. "The Intellectual Structure of Social and Sustainable Public Procurement Research: A Co-Citation Analysis." Sustainability 13, no. 2 (January 14, 2021): 774. http://dx.doi.org/10.3390/su13020774.
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Public procurement has recently taken into account social and sustainable factors, increasing academic literature in this field. The aim of this paper is to map the intellectual structure of social and sustainable public procurement research by means of delimiting the scientific domain’s research traditions, its disciplinary composition, and influential research topics. Given that there is a literature gap in bibliometric studies applied to this field, we conducted a co-citation analysis to identify the intellectual structure of this area of knowledge. Co-citation analyses identify networks of interconnections and, consequently, detect the most (and the least) active research areas, being a good complement to traditional literature reviews. This article contributes to science development because it is the first paper to carry out a bibliometric analysis in the field of social and sustainable public procurement, as well as the first one to conduct a co-citation analysis among public procurement research. Consequently, it is also the first article to detect which papers have become burst in this research field. The results show twelve different clusters of publications that were cited by researchers who wrote papers on social and sustainable public procurement. In other words, the sources of knowledge that scholars used as references are analysed, identifying papers that can be considered turning points, as well as those that became specially cited over a discrete period of time. Six different research trends were identified over the last decade in regard to social and sustainable public procurement research. The conclusions highlight the relevance of the findings, especially because they provide guidance to researchers when conducting literature reviews, given that the most significant journals and papers are identified.
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Jin, Yuran, Xiangye Song, Jinhuan Tang, Xiaodong Dong, and Huisheng Ji. "Business model of garment enterprises: a scientometric review." Textile Research Journal 91, no. 13-14 (July 2021): 1609–26. http://dx.doi.org/10.1177/0040517520985908.
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The research on the business model of garment enterprises (BMGE) has expanded rapidly in the last decade. However, there is still a lack of comprehensive reviews of it, let alone visual research. Based on scientometrics, in this paper 118 papers and their 4803 references from Science Citation Index Expanded, Social Sciences Citation Index, Conference Proceedings Citation Index—Science, and Conference Proceedings Citation Index—Social Science & Humanities for the period 2010–2020 about the BMGE were analyzed by visualizing the co-cited references, co-occurrence keywords, burst references, dual-map overlays, and more with CiteSpace, Google Maps, and VOSviewer. The research revealed the intellectual landscapes of the BMGE for the first time and mapped the landmark papers, hotspots and trends, national or regional distributions and their cooperation networks, highly cited authors, and prestigious journals and disciplines related to the BMGE. The results show that the biggest hotspot is the fast fashion business model; social responsibility, smart fashion, Internet of Things, and sharing fashion are the main emerging hotspots; and the research focuses has evolved from traditional business models to business models driven by new technologies, then to new issues such as circular economy models. The institutions are mainly distributed in China, the United States, and Western Europe, and there is cooperation between more than 11 countries. The most popular disciplines are economics and politics, while psychology, education, and social science are the essential basic disciplines. The Journal of Cleaner Production and Journal of Fashion Marketing and Management, among others, actively promoted the research.
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Guo, Jing, Lixia Pei, Lu Chen, Hao Chen, Dongmei Gu, Chen Xin, Yongjun Peng, and Jianhua Sun. "Research Trends of Acupuncture Therapy on Cancer Over the Past Two Decades: A Bibliometric Analysis." Integrative Cancer Therapies 19 (January 2020): 153473542095944. http://dx.doi.org/10.1177/1534735420959442.
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Purpose: Acupuncture has been used for managing cancer-related symptoms. However, there are still few studies concerning the overall trends in acupuncture therapy on cancer based on bibliometric analysis. This study aims to demonstrate the current status and trends in this field over the past 2 decades. Methods: Articles were retrieved from the Web of Science from 2000 to 2019. CiteSpace was used for co-authorship network of countries/institutions, dual-map analysis, and detecting the keywords with citation bursts. VOSviewer was used to construct networks based on co-authorship and co-citation analysis of authors, and co-occurrence of keywords. Results: A total of 927 articles and reviews were included in the final analysis. The number of publications has steadily increased with some fluctuations among years. The country and institution contributing most to this field are the USA and Memorial Sloan Kettering Cancer Center. Mao JJ was the most productive author and Molassiotis A ranked first in the cited authors. The co-occurrence analysis revealed 5 clusters (including “clinical trials,” “clinical studies on chemotherapy/radiation-induced symptoms,” “CAM therapy for cancer,” “clinical studies on vasomotor symptoms,” and “systematic reviews”). Most recent keyword bursts were “neuropathic pain,” “arthralgia,” “prevention,” “supportive care,” and “integrative medicine”. Conclusions: The annual publication output would increase rapidly in the next decade, which shows a promising future in this research field. Future research hotspots would focus on the role of acupuncture in neuropathic pain, arthralgia, prevention, supportive care, and integrative medicine.
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Barbu, Liliana, Diana Marieta Mihaiu, Radu-Alexandru Șerban, and Alin Opreana. "Knowledge Mapping of Optimal Taxation Studies: A Bibliometric Analysis and Network Visualization." Sustainability 14, no. 2 (January 17, 2022): 1043. http://dx.doi.org/10.3390/su14021043.
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The problem of tax policy design has been an important concern over the years, involving comprehensive scientific research. In this study, our major goal was to examine and map the optimal taxation research thematic structure by using bibliometric analysis. The analysis was carried out with the CiteSpace software on publications indexed by Web of Science (WoS) between 1975 and 2021. This document offers an actual bibliometric analysis of the current research climate in terms of optimal taxation, based on the following aspects: (1) descriptive characteristics of publication outputs (distribution by years, authors, countries, journals); (2) collaboration analysis of authors, institutions, and countries; (3) co-citation analysis of cited journals, cited authors, and cited references; and (4) keywords’ co-occurrence analysis. We constructed a knowledge map about optimal taxation research to provide a wide visual brief of the actual research in the domain of optimal tax policy. The current study adds knowledge by presenting the state of the art of the most significant studies published in the field of optimal taxation research.
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Peng, Wang, Nuzul Azam Haron, Aidi Hizami Alias, and Teik Hua Law. "Knowledge Map of Climate Change and Transportation: A Bibliometric Analysis Based on CiteSpace." Atmosphere 14, no. 3 (February 22, 2023): 434. http://dx.doi.org/10.3390/atmos14030434.
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Climate change has become one of the leading problems around the world. The transport sector is one of the major contributors to climate change. At the same time, climate change is also affecting transportation facilities and travel behaviour. This study proposed a bibliometric approach to explore the structure evolution development trends of this knowledge domain with a broader search scope and more objective results compared with a manual review. A total of 4073 peer-reviewed articles were collected from the WoS core collection database to conduct scientometric analysis. The collaboration analysis shows that the US, China, and European countries dominate this field, and international organisations’ and government agencies’ reports on climate change form the basis of this research field. A total of 14 co-citation clusters were identified, and the research on climate change and transportation primarily focused on the topics of policy options, travel behaviour, the COVID-19 lockdown, environmental cost, and air quality. Keyword co-occurrence evolution analysis was also conducted to track the latest research trends. Based on the results, we propose trends in four areas for future research. This study provides a holistic knowledge map for climate change and transportation research’s past, present, and future.
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Gao, Yarui, Runhui Lin, and Yanhong Lu. "A Visualized Analysis of the Research Current Hotspots and Trends on Innovation Chain Based on the Knowledge Map." Sustainability 14, no. 3 (February 1, 2022): 1708. http://dx.doi.org/10.3390/su14031708.
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The continued increase in global trade protectionism, refinement of labor division, high innovation cost, and development of information technology have led to many enterprises actively being engaged in innovation to improve their national economic competitiveness. Although significant research has been carried out on this by numerous academic institutions, little is known about innovation trends in Chinese enterprises. In the existing methods of literature research, the scientific knowledge map, which, based on bibliometrics, is an effective tool for management knowledge, can visually describe the knowledge resources and their carriers under the state of time series and provides a new way for literature analysis. In this paper, the CiteSpace tool was used to map knowledge domains. A total of 459 and 5645 studies published between 2010 and 2020 were downloaded from the CNKI and Web of Science databases. By analyzing the keywords “co-occurrence matrix”, “author cooperation networks”, and “high-frequency cited literatures”, we found the differences of the research current, hotspots, and trends both in China and the world, but we were not limited to these. The research results are as follows: In China: (1) There were 759 nodes in the map of key authors, which shows that innovation chain research in China is still in the early stages. In addition, the layout of author nodes was relatively scattered while density was low; therefore, it was hard to form clusters. There is a need to strengthen academic cooperation to improve research on innovation chains. (2) From the keyword network analysis map of the innovation chain, we found that the Chinese research hotspots were: innovation chain, industrial chain, collaborative innovation, scientific and technological innovation, innovation-driven, technological innovation, strategic emerging industries, innovation ecosystem, and integration of industry and education, among other fields. In the world: (1) Most academic studies on the innovation chain have been published in different fields; these journals are about production, operation, management science, and economy, among others. These findings show that the innovation chain has received attention from multiple disciplines, and, therefore, it belongs to an interdisciplinary research field. Studies from different fields have analyzed the innovation chain from their own research perspectives. Therefore, current research outcomes on the innovation chain are difficult to unify. (2) The most important authors and key studies were analyzed. According to the co-citation map, studies on the “innovation chain” with high co-citation frequencies were not studies on the innovation chain but had the innovation chain as a theme or a concept without in-depth research on the innovation chain. (3) Through co-citation and cluster analysis of keywords, we found that international studies on the “innovation chain” are more focused on the global value chain, blockchain technology, strategic analysis, sustainable development, and absorptive capacity among other fields. Research frontier themes were mainly communication technology, continuous operation management, technological change, ecological innovation, supply chain integration, Industry 4.0, logistics innovation, nanotechnology, circular economy, and supply chain innovation, among other fields. Therefore, international scholars focus more on: technological issues related to innovation, using advanced communication technology, blockchain technology, and nanotechnology to improve innovation abilities. Moreover, they insist on sustainable development in the process of innovation, advocating for green innovation and ecological innovation. Finally, results of the visualization show that current research is mainly focused on innovation, not the innovation chain. Therefore, experts in this field should pay more attention to the study of structural stability and knowledge mobility of the innovation chain.
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Hallinger, Philip, and Ray Wang. "The Evolution of Simulation-Based Learning Across the Disciplines, 1965–2018: A Science Map of the Literature." Simulation & Gaming 51, no. 1 (December 9, 2019): 9–32. http://dx.doi.org/10.1177/1046878119888246.
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Background. Simulation-based learning (SBL) has been applied and studied in educational settings for at least six decades. While numerous reviews of research have been conducted from different perspectives, none to date have used bibliometric methods to analyze the evolution of simulation-based learning as a ‘knowledge base’. Aim. The review sought to document the growth and geographic distribution of research on SBL. In addition, the review aimed to identify key authors and documents, and analyze the intellectual structure of this knowledge base. Finally, the review highlighted emerging topics in this literature. Method. The authors identified 2,812 Scopus-indexed SBL documents published between 1965 and 2018. Bibliographic data were exported from Scopus and analyzed using VOSviewer software. Analyses included descriptive statistics, citation and co-citation analysis, and keyword co-occurrence analysis. Results. The review found a rapidly increasing publication trajectory with 90% of the literature published since 2000. Although SBL studies have been authored in 94 different countries, the literature is concentrated in Anglo-American-European societies. The review found that the intellectual structure of this knowledge base is comprised of four schools of thought encompassing research on SBL in management education, medical education, technology-enhanced SBL, and learning theories in SBL. Another notable finding was that SBL researchers in medical and management education have progressed on parallel tracks leading to the balkanization on knowledge. Surprisingly, the conceptual core of the field is located in the school of thought associated with learning theories in SBL. This implies that SBL is a subfield of education rather than a discipline in and of itself. Emerging topics that have attracted scholars writing on SBL in recent years are identified and implications for future research discussed.
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Jarde, Alexander, Eugenia Romano, Saima Afaq, Asma Elsony, Yan Lin, Rumana Huque, Helen Elsey, Kamran Siddiqi, B. Stubbs, and Najma Siddiqi. "Prevalence and risks of tuberculosis multimorbidity in low-income and middle-income countries: a meta-review." BMJ Open 12, no. 9 (September 2022): e060906. http://dx.doi.org/10.1136/bmjopen-2022-060906.
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ObjectivesCo-occurrence of tuberculosis (TB) with other chronic conditions (TB multimorbidity) increases complexity of management and adversely affects health outcomes. We aimed to map the prevalence of the co-occurrence of one or more chronic conditions in people with TB and associated health risks by systematically reviewing previously published systematic reviews.DesignSystematic review of systematic reviews (meta-review).SettingLow-income and middle-income countries (LMICs).PapersWe searched in Medline, Embase, PsycINFO, Social Sciences Citation Index, Science Citation Index, Emerging Sources Citation Index and Conference Proceedings Citation Index, and the WHO Global Index Medicus from inception to 23 October 2020, contacted authors and reviewed reference lists. Pairs of independent reviewers screened titles, abstracts and full texts, extracted data and assessed the included reviews’ quality (AMSTAR2). We included systematic reviews reporting data for people in LMICs with TB multimorbidity and synthesised them narratively. We excluded reviews focused on children or specific subgroups (eg, incarcerated people).Primary and secondary outcome measuresPrevalence or risk of TB multimorbidity (primary); any measure of burden of disease (secondary).ResultsFrom the 7557 search results, 54 were included, representing >6 296 000 people with TB. We found that the most prevalent conditions in people with TB were depression (45.19%, 95% CI: 38.04% to 52.55%, 25 studies, 4903 participants, I2=96.28%, high quality), HIV (31.81%, 95% CI: 27.83% to 36.07%, 68 studies, 62 696 participants, I2=98%, high quality) and diabetes mellitus (17.7%, 95% CI: 15.1% to 20.0.5%, 48 studies, 48,036 participants, I2=98.3%, critically low quality).ConclusionsWe identified several chronic conditions that co-occur in a significant proportion of people with TB. Although limited by varying quality and gaps in the literature, this first meta-review of TB multimorbidity highlights the magnitude of additional ill health burden due to chronic conditions on people with TB.Prospero registration numberCRD42020209012.
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Azra, Mohamad Nor, Mohd Iqbal Mohd Noor, Juris Burlakovs, Muhammad Fuad Abdullah, Zulkiflee Abd Latif, and Yeong Yik Sung. "Trends and New Developments in Artemia Research." Animals 12, no. 18 (September 7, 2022): 2321. http://dx.doi.org/10.3390/ani12182321.
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An increasing number of scientists since 1970 has examined Artemia as an important species in aquaculture-related fields. However, a global scientometric review of Artemia literature is still lacking, which is the objective of this research. Using a CiteSpace analysis, the distribution of core authors and institutions, highly cited keywords and papers, author and journal contributions, and hot topics in the literature, as well as a co-citation analysis, particularly regarding authors, journals, documents, and clusters, were determined. Hence, 8741 relevant publications were generated from the Web of Science Core Collection database. The results revealed that the most significant contributions in Artemia research primarily originated from the USA, Brazil, Spain, India, China, and Belgium. Moreover, Artemia research focused mainly on top keywords such as brine shrimp and antimicrobial activity. Emerging trends related to Artemia research were Atlantic halibut, elongation factor, Artemia salina, lean protein, inert diet, alpha-crystallin protein, and Artemia embryo. At the same time, the study generated a vast total of 45 co-citation clusters. The present study provides the existing body of knowledge on Artemia research by sharing a visual knowledge map. This study offers a valuable perspective and profound understanding for researchers, farmers, and consortia interested in promoting Artemia as a sustainable live food in the global aquaculture industry.
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Yin, Xianfei, and Mingzhu Wang. "Science Mapping for Recent Research Regarding Urban Underground Infrastructure." Buildings 12, no. 11 (November 21, 2022): 2031. http://dx.doi.org/10.3390/buildings12112031.
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The presented research conducted a bibliometric analysis regarding academic publications, especially journal publications, in the area of urban underground infrastructure (UI) systems (which include sewer pipes, drinking water pipes, cables, tunnels, etc.). In total, 547 journal papers published from 2002 to July 2022 (around 20 years period) were retrieved from Scopus using the proposed data collection method. Bibliometric analysis was conducted to extract and map the hidden information from retrieved papers. As a result, networks regarding co-citation, co-authorship, and keywords co-occurrence were generated to visualise and analyse the knowledge domain, patterns, and relationships. The eight most investigated topics in the UI research are identified and discussed, which provides an overview of the research history and focuses. Further, five potential research directions are suggested for researchers in the UI research area. The main contribution of this research is on revealing the knowledge domain of UI research in a quantitative manner as well as identifying the possible research directions.
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Hassan, Waseem, and Amina Ara. "A Bibliometric Analysis of Remdesivir: A COVID-19 Vaccine." Proceedings of the Pakistan Academy of Sciences: B. Life and Environmental Sciences 58, no. 2 (December 10, 2021): 23–60. http://dx.doi.org/10.53560/ppasb(58-2)644.
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In October 2020, the U.S. Food and Drug Administration (FDA) approved remdesivir (RDV) for the treatment of COVID-19. This motivated us (a) to perform its bibliometric analysis and (b) to acknowledge the significant contribution of all researchers throughout the world. On 7th May 2021, we extracted the data from the Scopus database. Total documents were 3277, but we only analyzed 1496 articles and 1066 reviews. In all publications (n=2562), 13215 authors, 9854 departments, and 127 countries have significantly contributed. Based on Vosviewer analysis we presented the co-authorship network. Total citations for 2562 documents were 55366. The citation breakup for all documents is provided. The number of publications sources or journals was 1156. We also performed a bibliometric analysis of the top one hundred (n=100) most cited documents. Based on bibliometrix (biblioshiny) analysis, the local and global citations of one hundred documents are provided. These (100) documents are published in 73 sources. The citation details (h and g-indexes) are provided for all sources. By Lotka’s law, we presented the frequency distribution of the productivity of authors. To describe the focus of these 100-documents, we performed the co-words analysis of titles. By biblioshiny, we presented the main focus as a thematic map and by Vosviewer, we highlighted the main co-words that appeared in the titles of the manuscripts. In this report, we bibliometrically covered 2562 publications from 2019 to May 2021.
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Xiao, Huilin, Yanling Wang, Weifeng Li, and Zhenzhong Ma. "Intellectual structure of research in business ethics." Nankai Business Review International 8, no. 1 (March 6, 2017): 100–120. http://dx.doi.org/10.1108/nbri-10-2016-0035.
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Purpose The study aims to map the intellectual structure of business ethics studies by analyzing 17,246 citations of 225 papers published in Business Ethics Quarterly (BEQ) in the year between 2005 and 2014. Specifically, the purpose of the study is to describe the current state of BEQ, identify the most influential journals and works, identify the key themes of business ethics studies during 2005-2014 and, at the same time, report the changes in themes by making a comparison between two time periods – 2005-2009 and 2010-2014. Design/methodology/approach First, the study presents the information of the authors, institutions and countries that contribute to BEQ with a statistical analysis. Second, the study identifies the most cited journals and works in BEQ during 2005-2014 with a citation analysis. Third, the study identifies the key research themes in business ethics studies with a co-citation analysis. With the help of factor and social network analysis (NA), the study groups the research themes and maps their links. Findings First, the statistical results show that many well-known researchers from famous US institutions publishing in BEQ. Second, the citation analysis results show that quite a few journals become mature gradually in business ethics domain. Besides, most of the influential works are normative and theoretical. Third, the co-citation results indicate that “stakeholder management” and “corporate social responsibility” (CSR) are two main themes in business ethics studies in the past decade. Specifically, “stakeholder management” attracts the most research interests in both two sub-time periods. In addition, compared with the pure studies on CSR during 2005-2009, increasing researchers are keen on the theme of “political CSR under globalization” in the second five years. Meanwhile, other focus like “society, state and business ethics” earns a certain degree of attention in the time window 2005-2009. And “accountability in MNCs” and “political philosophy” are the new concerns in the year between 2010 and 2014. Originality/value The study confirms BEQ’s leadership role in business ethics domain. And, it further proves that business ethics has evolved as an independent discipline. It also helps the researchers to have a concise knowledge of the main contents and key points of business ethics research. Methodologically, co-citation analysis combined with factor and NA provides clear results and visualized figures which can be understood easily by the researchers and practitioners.
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Shaikh, Abdul Khalique, Nisar Ahmad, Imran Khan, and Saqib Ali. "E-Participation Within E-Government." International Journal of Electronic Government Research 17, no. 4 (October 2021): 15–39. http://dx.doi.org/10.4018/ijegr.2021100102.
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Through a bibliometric approach, this paper presents the results of a systematic review of the literature pertaining to e-participation and e-government. The objective of the review was to map the evolution of the current literature and identify the leading sources of knowledge in terms of the most influential journals, authors, and articles. From a total of 235 relevant articles, selected from the Scopus database, detailed citation analysis was conducted. The analysis of citation data showed that Government Information Quarterly is the leading journal in e-participation research. Lee Jooho was found to be the leading author in this field in terms of a total number of publications, total citations, and h-index, while the most cited article was authored by Vicente and Novo in 2014. The study further explored the conceptual structures such as word cloud, word dynamic trends, co-word analysis, and bibliometric coupling to show the trends. The contribution of this study is to clearly outline the current state of knowledge regarding e-participation and e-government services in the literature.
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Chen, Li-Ping, Li-Peng Yu, Meng-Chao Hao, Yu-Sen Li, and Qi-Wu Wang. "Advances and prospects in heat pipe: A critical eview." E3S Web of Conferences 252 (2021): 03023. http://dx.doi.org/10.1051/e3sconf/202125203023.
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As an efficient heat transfer element, the heat pipe has excellent thermal conductivity. It has important application value in chemical, building materials, metallurgy, power engineering, bioengineering and other fields. In order to systematically analyze the development trend of heat pipe, the paper takes the literature on heat pipe from 2010 to 2020 included in the Web of Science database as the data source, and analyzes the collected data with information visualization software CiteSpace to draw out the heat pipe technology countries, institutions, research authors distribution network map, showing the technology research power distribution and cooperation in scientific research. The use of software co-occurrence analysis of the hot science and technology of heat pipe technology, at the same time, the key words co-occurrence network diagram and literature citation network are used to analyze the research hotspots, research frontiers and trends of heat pipe technology.
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Barki, Jasmine Pavković, Andrija Barić, and Mirjana Pejić Bach. "Urban sustainability and urbanization: A review of research topics." Croatian Regional Development Journal 3, no. 2 (December 1, 2022): 1–18. http://dx.doi.org/10.2478/crdj-2022-0007.
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Abstract Using a systematic literature review and bibliography, this paper aims to map the research field of urban sustainability. The keywords “urban sustainability and urbanization” were used to search the Web of Science database. Following fair and unambiguous criteria, the most significant research in urban sustainability analysis has been chosen. The fundamental goal of this research is to provide a bibliometric analysis of nearly thirty years of urban sustainability research. In total, 787 articles were extracted from the literature database on the Web of Science. The literature was analyzed using VOSviewer, a scientific mapping software program. Incorporating multiple network analysis approaches such as keyword co-occurrence, co-citation, and bibliographic coupling, VOSviewer is used to determine prominent topic areas and to identify relevant authors, publications, and journals. The present state of urban sustainability research has been assembled to identify research gaps and propose future research paths.
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Garrigos-Simon, Fernando, M. Botella-Carrubi, and Tomas Gonzalez-Cruz. "Social Capital, Human Capital, and Sustainability: A Bibliometric and Visualization Analysis." Sustainability 10, no. 12 (December 13, 2018): 4751. http://dx.doi.org/10.3390/su10124751.
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Academic interest in social and human capital is growing significantly. Similarly, their relationship with sustainability is increasing, especially compared to sustainability’s relationship with natural capital and financial and economic capital. Bibliometric and visualization research on these relationships is nonetheless insufficient. This study analyzes the evolution of the literature on natural capital, financial and economic capital, and social and human capital related to sustainability. On the other hand, the study presents a bibliometric analysis on social capital and human capital (SHC) related to sustainability. The article studies 635 references collected from the Web of Science (WoS) Core Collection database and utilizes visualization of similarities (VOS) viewer program to graphically map the material. The analysis involves co-occurrence of keywords, co-citation, and co-authorship. The results reveal not only the state of the art and the leading trends, but also the evolution regarding impact, main journals, documents, topics, authors, institutions, and countries. The study provides researchers and practitioners with a visual and schematic frame of the research on this topic.
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Pu, Zhongmin, Zeshui Xu, Xinxin Wang, and Marinko Skare. "A SYSTEMATIC REVIEW OF THE LITERATURE AND BIBLIOMETRIC ANALYSIS OF GOVERNANCE OF FAMILY FIRMS." Journal of Business Economics and Management 23, no. 6 (December 30, 2022): 1398–424. http://dx.doi.org/10.3846/jbem.2022.18309.
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Governance in family firms can profoundly influence corporate behavior and performance. Recently, family firm governance (FFG) has attracted extensive attention as increasing empirical research has been published. However, few studies have attempted to map the global research on this growing field. In this paper, a comprehensive literature review and bibliometric analysis are conducted to provide an overview of the FFG. A total of 626 relevant studies from the Web of Sciences Core Collection database between 1998 and 2020 are analyzed. First, based on a literature review by identifying the classification of FFG and topics related to family governance, an overall conceptual structure is proposed. Second, the performance and influence of journals, authors and papers are analyzed by descriptive bibliometric analysis. Finally, with assistance from the CiteSpace and VoS viewer tools, the co-authorship, co-occurrence and co-citation network are presented to display the social and intellectual structure and find the hotspots. The findings of this study help to objectively understand the evolution of FFG and to capture potential research directions.