Science Mapping Research Articles

Bibliometric analysis of focal therapy in prostate cancer research

AbstractIntroductionThe use of focal therapies for prostate cancer (PCa) has soared, as it controls disease and is associated with minimal side effects. Bibliometric analysis examines the global research landscape on any topic to identify gaps in the research and areas for improvement and prioritize future research efforts. This study aims to examine the research outputs and trends and collaboration landscape in the field of focal therapy for PCa on a global scale.MethodsWe searched Medline, PubMed and Scopus for peer‐reviewed publications on our research topic using controlled keywords. Search results were limited to the period between 1980 and 2022, screened for duplicates and then included in our study based on prespecified eligibility criteria. The Bibliometrix Package was used for comprehensive science mapping analysis of co‐authorship, co‐citation and co‐occurrence analysis of countries, institutions, authors, references and keywords in this field.ResultsThis analysis included 2578 research articles. The annual scientific production increased from one article in 1982 to 143 in 2022 (13.21%). The average citation per year was incrementally increasing, and these documents were cited around 32.52 times. The documents included in this analysis were published in 633 sources. The international collaboration index was 22.7. In total, 6280 author keywords were identified. The most used keywords were ‘prostate cancer’, ‘focal therapy’, ‘prostate’ and ‘photodynamic therapy’.ConclusionThis bibliometric analysis has provided a comprehensive review of focal therapy in PCa research, highlighting both the significant growth in the field and the existing gaps that require further exploration. The study points to the need for more diverse international collaboration and exploration of various treatment modalities within the context of focal therapy.

A Systematic Review and Global Trends on Blue Carbon and Sustainable Development: A Bibliometric Study from 2012 to 2023

Halfway through Transforming Our World: The 2030 Agenda for Sustainable Development, only 15 percent of the goals have been reached. As a carbon storage and climate change mitigation mechanism, blue carbon is closely related to sustainable development goals and plays an important role in the global carbon cycle. In spite of its great potential, blue carbon still faces several challenges in terms of achieving the Sustainable Development Goals. Herein, this review aims to retrieve all known impacts of blue carbon on sustainable development through research published on the Web of Science from 2012 to 2023 using a sequence of bibliometric analyses. Keywords such as “blue carbon” and “sustain*” (including “sustainability”, “sustainable”, etc.) were used for article extraction. CiteSpace, a science mapping tool, was used to capture and visually present the bibliometric information in the research about blue carbon and sustainable development. Upon reviewing the existing literature, no study has concentrated on bibliometrically analyzing and visualizing studies about blue carbon and sustainable development. This study sets out to fill this gap by examining the key areas of concentration in published works on blue carbon and sustainable development from 2012 to date. Moreover, the integration of blue carbon and sustainable development may help to develop supportive policies for marine carbon sinks. Despite the valuable contribution of this study to the blue carbon and sustainable development body of knowledge, generalizations of the results must be made cautiously due to the use of a single database, which in this case is the Web of Science.

Exploring research trends and priorities of genus Melia

The genus Melia is known for its secondary metabolites and recently, this genus is being explored for its timber. There are vast differences among its species. For instance, Melia azedarach is reported to be invasive and while another species, M. dubia, has diverse utility with complex germination and regeneration characteristics. Researchers globally have been working on various aspects of this genus; In this study, using topic modelling and science mapping approach, we attempted to understand research facets on this genus. The literature corpus of the Web of Science database was explored using a single keyword—“Melia” which yielded 1523 publications (1946–2022) and after scrutiny metadata of 1263 publications were used in the study. Although nine individual species were cited in the publications, only three species are accepted viz., M. dubia, M. azedarach, and M. volkensii. This implies taxonomic uncertainty, with potential confusion in assigning scientific findings to particular species. Thus, a taxonomic relook on this genus is warranted for a better assessment of the economic utility in many countries. More importantly, our results indicate that the research interests have recently shifted from the secondary metabolite constituents towards growth, biomass, wood properties, germination, plantation, and green synthesis. The shift in research focus toward wood properties of Melia sp. can impact the wood demand–supply at a global scale owing to its fast growth and the possibility of cultivation over a wider geographical range.

Exploring the dynamic landscape of environmental, social, and governance literature by using bibliometric analysis

The incorporation of Environmental, Social and Governance considerations into investment decisions has experienced substantial acceleration in the dynamic landscape of modern finance. In this study, the author explores the dynamic landscape of ESG literature using bibliometric analysis. In conducting the bibliometric analysis of 764 articles for this study, RStudio& VOSviewer software were employed. The authors started by reviewing the ESG domain from 2013 to 2023. Following a thorough review of concerned literature, this paper pinpointed the most influential authors, journals, documents, and countries. Our data revealed a progressive growth in publications for the field of study. Most of the publications are from the United States. The current research focuses on three main aspects: ESG aspects, performance analysis, and science mapping analysis. Further, word cloud analysis of 723 research articles published in the last four years was conducted, for providing future insights

A decade analysis of employees’ well-being and performance while working from home: a bibliometric approach

Purpose Work-from-home (WFH) has gained popularity over the past years. This study aims to conduct a bibliometric analysis to systematically review and synthesize scholarly literature on the complex interplay between WFH, employee well-being and performance. Design/methodology/approach The study incorporates analysis of the bibliometric including performance analysis, content analysis and scientific mapping that is applied to 497 Scopus papers. VOSviewer software was used to evaluate the data. Findings This study posits an imbalance between the count of documents and the citations earned by each author. International Journal of Environmental Research and Public Health was regarded as a leading journal with maximum citations and publications. The highest count of publications came from most Asian countries such as India, China, Indonesia and Japan. The investigation indicated that the writers with the maximum citations were predominantly the authors of the majorly cited papers. Further, the text mining through co-occurrence of keyword analysis generated five clusters and cocited references revealed three themes. Practical implications The current research might benefit both research groups as well as human resource professionals since it also reveals the research necessity and gaps in the WFH domain. Originality/value This research delves into unexplored facets of WFH beyond traditional studies over the past decade by examining remote work arrangements in today’s economy, revealing previously unnoticed dynamics affecting employee well-being and performance. This innovative viewpoint enhances the literature and provides an empirical foundation for strategic organizational decision-making and future study.

Hallin and Mancini: Two Decades of Influence in Politics and Communications

Since its publication in 2004, Hallin and Mancini’s model has become a pioneer in understanding the dynamics of media systems in different national contexts. Many studies related to politics that identify the patterns, trends, and variations used by communication systems in different countries and historical moments follow this seminal study to evaluate the formation of public opinion and the quality of democracy. For this article, we obtained 3,455 articles published in Web of Science within the Social Sciences Citation Index using the open-source software Science Mapping Analysis Tool, which we chose as a bibliometric technique for its feasibility in providing a conceptual structure through the spatial representation and disciplinary interrelation with fields like specialization, studies, and authors. By analyzing the co-occurrence of keywords, we drew scientific maps that enable the analysis of their conceptual and social evolution over consecutive periods. The results provide up-to-date information on the state of the model and its relevance in the field of communication and policy today, its strengths, limitations and potential areas of development. The findings identify less studied areas in the field, drawing inspiration from the Mancini model. This opens up a guide for future research by identifying themes and questions through bibliometric analysis.

Development and State of the Art of Entrepreneurship Education: A Bibliometric Review

Entrepreneurship education (EE) plays a vital role in fostering an entrepreneurial culture and promoting the growth of the small- and medium-sized business sector in a nation. Research on EE has advanced extremely rapidly in the last two decades. These changes are evident not only in the quantity of published works but also in the evolving methods of academic communication, the rise of emerging nations as prominent contributors to EE research, and the shifting areas of focus in study themes. This current study aims to provide a comprehensive picture of these processes based on a big-data-centred bibliometric analysis of a corpus of 3787 articles that appeared in the Web of Science literature database. The bibliographic metadata was analysed using Biblioshiny, CitNetExplorer, and VOSviewer. To understand the most significant development trends, researchers employed the triangulation method, which included scientific mapping and epistemological analysis in addition to standard tools of bibliometric analysis. This has led to the identification of some study needs. First, improving EE methods in secondary school curricula; second, EE in adult education and the practicality of the findings for andragogy; third, EE in least developed countries and its unique challenges; fourth, combining EE with internet-based, innovative training and education approaches like gamification and simulations; fifth, EE’s role and methodological development in societal economic integration; and sixth, women’s unique EE requirements. On top of that, this study provides the basis for policymakers and practitioners to consider incorporating entrepreneurial education programmes, which can help to create a prosperous entrepreneurial ecosystem.

Resilience analysis of maritime transportation networks: A systematic review

Abstract As supply chains in today's world become more complex and fragile, enhancing the resilience of maritime transport is increasingly imperative. The COVID-19 epidemic in 2020 exposed the vulnerability of existing supply chains, causing substantial impacts such as supply shortages, procurement constraints, logistics delays, and port congestion, highlighting the need to build resilient maritime transportation networks (MTN) and reigniting research on the resilience of maritime transport. Based on science mapping, we quantitatively analyzed the domain of resilience of MTN. We mainly study the resilience of MTN from the following aspects: construction of MTN and their topological characterization, vulnerability-oriented resilience analysis of MTN, recovery-oriented resilience analysis of MTN, investment decision-oriented resilience analysis of MTN, climate change-oriented resilience analysis of MTN and pandemic-oriented resilience analysis of MTN. This study reviews recent advances in MTN resilience research, highlighting research topics, shortcomings, and future research agenda.

Achieving sustainable development goals (SDGs) through corporate sustainability: a topic modeling-based bibliometric analysis approach

PurposeConsidering the swift adoption of innovative sustainability practices in businesses to accomplish sustainable development goals (SDGs), research on corporate sustainability has increased significantly over the years. This research intends to analyze the published literature, emphasizing the existing, emerging and future research directions on achieving the SDGs through corporate sustainability.Design/methodology/approachThis research analyzed the growing trends in corporate sustainability by incorporating 2,038 Scopus articles published between 1999 and 2022 using latent Dirichlet allocation (LDA) topic modeling, bibliometrics and qualitative content analysis techniques. The bibliometric data were analyzed using performance and science mapping. Thereafter, topic modeling and content analysis uncovered the topics included under the corporate sustainability umbrella.FindingsThe findings indicate that investigation into corporate sustainability has considerably increased from 2015 to date. Additionally, the majority of studies on corporate sustainability are from the United States of America, the United Kingdom and Germany. Besides, the USA has the most collaboration in terms of co-authorship. S. Schaltegger was considered the most productive author. However, P. Bansal was ranked as the top author based on a co-citation analysis of authors. Further, bibliometric data were evaluated to analyze leading publications, journals and institutions. Besides, keyword co-occurrence analysis, topic modeling and content analysis highlighted the theoretical underpinnings and new patterns and provided directions for further research.Originality/valueThis study demonstrates various existing and emerging themes in corporate sustainability, which have various repercussions for academicians and organizations. This research also examines the lagging themes in the current domain.

Trends and Current Topics in Artificial Intelligence in Nursing Research: A Bibliometric Analysis and Science Mapping

Objective: As AI's role in nursing grows, it is vital to understand its impact and challenges. Using bibliometric analysis, this study aimed to identify and examine the prevailing trends and current topics in artificial intelligence research within nursing. Materials and Methods: This was a retrospective bibliometric study. Study data were collected from WoSCC on August 08, 2023. Analyses were made through science mapping, Microsoft Excel, and VOSviewer. Results: The study included 316 publications dated 1984-2023. There was a rapid increase in publications and citations from 2018-2023. Related publications were made by 1148 authors. The journal "CIN-Computers, Informatics, Nursing" emerged as the most frequently published and cited journal. Fifty-three countries contributed to the publications, of which 45.2% were produced in the USA. The current topics were patient safety, depression, ChatGPT, and Chatbot in recent years. Conclusion: This bibliometric study shows a synergy between the general policies of countries on artificial Intelligence in recent years and the increasing number of publications in the last four years. However, this study also reveals that research on artificial intelligence in nursing is a nascent field. Managers and research nurses should lead the use of AI applications in nursing services management and nursing training and should encourage research on the topic. Key Words: Artificial Intelligence, Nursing, Bibliometric Analysis, Research Trends, VOSviewer

A scientiometric review of artificial lightweight aggregates applying VOSviewer Software

This study aims to conduct a comprehensive scientometric review of Lightweight Artificial Aggregates ( LWAs ), using the Scopus database as the main data source. The choice of Scopus was motivated by the superior availability of documents compared to the "Web of Science", allowing the analysis of more than 510 articles related to the topic. The key expression "artificial lightweight aggregate " was used in the research, and document summaries were read to ensure their relevance to the topic. The justification for this study lies in the need to understand and map the current scientific scenario of LWAs , highlighting their growing importance in civil construction. The analysis Scientometrics adopted scientific mapping as a method, using the VOSviewer software in conjunction with the Scopus analyzer. This approach allowed a detailed assessment of the interconnections between disciplines, authors, publications and institutions, providing a comprehensive view of scientific development related to LWAs . The results revealed the location of 512 relevant articles in the bibliographic search, indicating a significant detection of research on LWAs in the last decade. Although there is progress in this field, it is highlighted that studies on LWAs are still relatively recent compared to commercial aggregates such as expanded clay This comprehensive scientific mapping contributes to a deeper understanding of the research domain, identifying recent advances and areas in need of further exploration, guiding future research and decisions in the construction sector.

Systematic assessment on the remediation of Bisphenol A in the global environments: a mixed method analysis of research outputs

Bisphenol A (BPA) is an endocrine-disrupting compound and a mutagenic agent that poses health hazards to living organisms, making it a global contaminant. Several remediation techniques have been reported in the literature, however, a mixed-method science mapping analysis of research trends on BPA is still lacking. The present study aimed to investigate global research trends in BPA remediation. Published research papers on BPA remediation indexed in Web of Science, PubMed, and Scopus between 1992 and 2021 were analysed qualitatively and quantitatively using science mapping algorithms including Rstudio, bibliometrix package and R Version 4.2.1. The thematic areas were determined using k-means clustering of the author-keywords while Porter’s stemming algorithm was used to stemmed inflectional terms to their roots. Overall, 640 documents were published by 1903 authors with 2.07 authors/article and 0.336 article/author, 4.31 co-authors/article, an annual growth rate of 17.35% and a collaboration index of 2.99. Research productivity increased from 1 article in 1992 to 93 articles in 2021. The citations of the topmost 23 articles ranged from 365 to 109 and the total citation per year ranged from 45.6 to 27.3. China (n = 267, 41.7%), Japan (n = 53, 8.3%), USA (n = 33, 5.2%) and Korea (n = 28, 4.4%) were respectively the top four countries based on the total of published articles and overall citation. There were 48 relevant keywords dominated by Bisphenol A, adsorption, biodegradation, and peroximonosulphate. The present analysis identifies research accomplishment, focus and gaps on Bisphenol A remediation and offer the researchers the information needed to forecast future research priorities that can help policymakers and governments to internationalize collaborations and create research curricula that can remediate BPA on a global scale.

Bibliometric Review of Prefabricated and Modular Timber Construction from 1990 to 2023: Evolution, Trends, and Current Challenges

Due to its inherent characteristics, such as a light weight and ease of workability, timber is ideal for prefabricated and modular construction. However, since the research in this field covers a wide range of niches such as structural engineering, building physics, design for assembly and disassembly, and life cycle analysis, among others, and since there has been considerable development of the field in past years—boosted by new mass timber products and tall timber construction—it is difficult to critically analyze the current state of the art, current trends, and research challenges. Therefore, this research aimed to cover a systematic review of 409 articles to assess the field of prefabricated and modular timber construction critically. The methodology comprised a co-word network approach using the Science Mapping Analysis Software Tool (SciMAT, Version 3) to illustrate their evolution from 1990 to 2023. The findings show that the circular economy and digital technologies significantly impact the development of these technologies, which can potentially provide practical solutions for designing buildings with a circular approach and improving productivity and efficiency in the construction process. However, it is essential to acknowledge a notable deficiency in the research and understanding of these subjects. Therefore, various sectors must take the lead in conducting a thorough reassessment to enhance research and development in the field. Finally, the findings from this research can significantly contribute to existing knowledge and serve as a comprehensive platform for the further exploration of prefabricated and modular timber construction.

Analyzing Emerging Trends in Wireless Implantable Medical Devices (IMDs): A Bibliometric Study

In the present era of advanced medical technology, there has been a significant increase in the utilization of wireless-based implantable medical devices (IMDs) in various biomedical applications, including health diagnosis, monitoring, recording, treatment, and other clinical concerns. It is essential to closely examine the research trends in wireless IMD topics to understand their growth trajectory. This can be achieved through the utilization of bibliometric reviews. While there are numerous experimental studies and survey papers on the topic, there is a dearth of review papers that utilize a bibliometric approach. Therefore, this study aims to conduct a bibliometric analysis to identify emerging research trends in wireless IMDs for biomedical applications for the first time. An analysis was conducted on 1,650 articles retrieved from the Scopus database from its inception until September 2023. The study used tools such as VOS Viewer to measure performance and science map parameters, and Tableau Cloud to visually enhance the analysis process. This research endeavor allowed us to analyze historical trends, influential papers, top journals, institutions, countries, and authors within this field. The top three influential journals in this field are IEEE Transactions on Biomedical Circuits and Systems, IEEE Transactions on Antenna and Propagation, and IEEE access. The National University of Singapore is the most productive institution in terms of overall publications. The United States, China, and India make significant contributions to overall publications. Finally, we also examined the most significant keywords and current research areas within this field.

Green information technology and green information systems: science mapping of present and future trends

Green information technology and green information systems: science mapping of present and future trends

Biodiversity: A Bibliometric Analysis of Accounting, Economics, and Finance Journals

Biodiversity conservation and ecosystem management are imperative for sustaining life on Earth. Despite the growing recognition of its importance outside the field of environmental sciences, biodiversity has been polemically criticized as a fad, arguing that it has become a passing trend in sustainable finance. To foster a comprehensive understanding, we provide a bibliometric analysis of 334 articles in accounting, economics, and finance (AEF) journals retrieved from the Web of Science database. We conduct science mapping and a co-citation analysis to portrait the scientific landscape and research foci. Consistent with previous studies, we find that mainstream AEF journals are largely silent on biodiversity. In addition, research from Asia is severely underrepresented.

Analyzing the Trends and Global Growth of Energy Harvesting for Implantable Medical Devices (IMDs) Research—A Bibliometric Approach

Implantable medical devices (IMDs) play a crucial role in improving individuals’ well-being and ensuring their safety by providing real-time health data monitoring for recovery. The use of energy harvesting (EH) technology has become increasingly popular among researchers because it offers the potential to extend the battery life of IMDs and reduce their weight. This study successfully examined the expansion of EH in the field of IMDs, the distribution of publications across different countries, and the identification of the most influential authors for potential research collaborations. A bibliometric analysis was conducted to evaluate two metrics: performance and science mapping. Data was collected from the Scopus database from the initial publications until October 2023, encompassing 250 articles published in Englishlanguage journals. The titles, keywords, and abstracts of these publications were analyzed and interpreted using VOS Viewer (version 1.6.19). Furthermore, network analysis using VOS Viewer enabled the identification of key research clusters. The findings reveal a continuous increase in EH for research on infectious and parasitic diseases over the 15-year period from 2008 to 2023. The United States and the University of Bern are recognized as the leading contributors to this field, based on their country and institutional contributions, respectively. The author with the most published papers and citations hails from China. Additionally, this study identifies several opportunities for collaboration with countries, institutions, authors, and research hotspots in EH for IMDs that benefit the reader.

Impact of Artificial Intelligence on Bangladesh Stock Market: A Bibliometrics Approach

The study shows the importance of the concept of artificial intelligence's impact on stock markets in economics, with implications for other disciplines as well. The research emphasizes the importance of this concept via a bibliometric analysis and promotes more interdisciplinary collaboration among experts. Analyzed using several performance criteria, the quantitative attributes and importance of academic contributions from worldwide sources were evaluated. VosViewer software was used for Science Mapping, which revealed the vast network of ideas. Future researchers may profit from the favourable research trajectory and major relevance of published works, as they anticipate additional breakthroughs in the subject.

Mapping the evolution of algorithmic HRM (AHRM): a multidisciplinary synthesis

High levels of confusion persist around the term “algorithm” in general; and in addition to this, there is also conceptual confusion around the application of algorithms to human resource management (HRM) strategy and functions. Although there are several systematic reviews of various algorithmic applications to HRM and many of its functions, no comprehensive evolutionary map of the emergent field of algorithmic HRM (AHRM) could be found in the academic literature. This study has dual aims. The first is to provide conceptual clarity for the field of AHRM, and the second is to map the evolution of AHRM from 2000 to 2022. To address the first aim, we conduct a multidisciplinary synthesis of the concepts related to algorithms which results in a General Framework for Algorithmic Decision-Making. This framework then informs the empirical part of the study which addresses the second aim. A science mapping review is employed to chart and assess the extant literature on algorithmic HRM from 2000 to 2022. This study presents a General Framework for Algorithmic Decision-Making across all business functions and then a Framework for Algorithmic AHRM Tools. This provides conceptual clarity and distinguishes between automated and augmented HR decision-making. Findings also reveal the multidisciplinary nature of this emergent field of inquiry and point to current research, which focuses on specialized applications for HR functions such as workforce planning, learning and development, allocation and scheduling, and recruitment; but lacks emphasis on more integrative strategic HRM contexts. The study also has implications for organizational strategic decision-making. HR practitioners may need to form project teams with their information technology (IT) and data analyst colleagues when making strategic decisions about algorithmic applications for HR strategy and HR functions. This also lends itself to future research with multidisciplinary research teams including HR researchers along with computer scientists, computational engineers, and data analysts.

A bibliometric and scientometric analysis-based review of environmental health and safety research in the construction industry

Purpose The construction business is widely recognised for its inherent complexity and dynamic nature, which stems from the nature of the job involved. The industry is often regarded as one of the most challenging industries globally in terms of implementing environmental, health and safety (EHS) practices. However, in the absence of EHS, the construction industry cannot be considered sustainable. Therefore, this study aims to identify the trends, knowledge gaps and implications of EHS research to enhance construction activities and knowledge. Design/methodology/approach The study adopted a science mapping approach involving bibliometric and scientometric analysis of 407 construction EHS publications from the Scopus database with the VOSviewer software. The study is based on journal articles from the Scopus database without restriction to any time range. Findings The main focus of construction EHS research identified in the study includes sustainability-related studies, risk-related, environmental issues, EHS management, integrated management systems studies, health and safety related and EHS in the construction process. Some emerging areas also identified include productivity, design, culture, social sustainability and machine learning. The most influential and productive publication sources, countries/regions and EHS publications with the highest impact were also determined. Research limitations/implications Documents published in the Scopus database were considered for analysis because of the wider coverage of the database. Journal articles written in English language represent the inclusion criteria, whereas other documents were excluded from the analysis. The study also limited the search to articles with the engineering subject area. Practical implications The research findings will enlighten stakeholders and practitioners on the focal knowledge areas in the EHS research domain, which are vital for enhancing EHS in the industry. Originality/value To the best of the authors’ knowledge, this review-based study is the first attempt to internationally conduct a science mapping on extant literature in the EHS research domain through bibliometric and scientometric assessments.