Cluster analysis and network visualization of research in mucormycosis: a scientometric mapping of the global publications from 2011 to 2020
PurposeMucormycosis has evolved as a post-COVID-19 complication globally, especially in India. The research on fungus has been very primitive, and many scientific publications have been discovered. The current COVID-19 pandemic needs further investigation into this unusual fungal infection. This review study aims to provide a pen-picture to researchers, science policymakers and scientists about different bibliometric indicators related to the research literature on mucormycosis.Design/methodology/approachThe quantitative research was conducted using the established procedure of bibliometric investigation on data collected from Scopus from 2011 to 2020 using a validated search query. The search query consisted of keywords “Mucormycosis” or “Mucormycoses” or “Mucormycose” or “Mucorales Infection” or “Mucorales Infections” or “Black Fungus Infection” or “Black Fungus Infections” or “Zygomycosis” in the “Title-Keyword-” search option for data extraction. The analysis of data is performed using MS-Excel. Mapping was done with state-of-the-art visualization tools Biblioshiny and VOSviewer, using bibliometric indicators as units of analysis.FindingsThe analysis reveals that the first publication on this topic was reported from 1923 onwards. In total, 9,423 authors contributed 1,896 papers with 11,437 collaborated authors, documents per author are 0.201, authors per document are 4.97 and co-authors per document are 6.03. Total records were published in 779 journals in the English language from 75 countries globally. Mucormycosis literature is mostly open access, with 1,210 publications available via different open access routes. The highest number of articles (204) published in the journal “Mycoses” with 1,333 authors received 4,875 cited references, and the h-index has 24. The growth of publications is exponential, as depicted by the Price Law. The USA has recorded a maximum number of publications at both country and institutional levels compared to the other nations. There has been extensive research on mucormycosis before the outbreak as a post-COVID complication, as indicated by the highest number of publications in 2019.Practical implicationsThe research hot spots have altered from “Mucormycosis,” “fungi,” “Zygomycosis” and “Drug efficacy”, “Drug Safety” to “Microbiology,” “Pathology,” “nucleotide sequence,” “surgical debridement” which indicates that potential area of research in the near future will be concerned with more extensive research in mucormycosis to develop standard treatment procedures to fight this infection. The quantity of scientific publications has also increased over time. The research and health community are called upon to join forces to activate existing knowledge, generate new insights and develop decision-supporting tools for health authorities in different nations to leverage vaccination in its transformational role toward successfully attaining nil cases of COVID-19.Originality/valueThe analysis of collaboration, findings, the research networks and visualization makes this study novel and separates from traditional metrics analysis. To the best of the authors’ knowledge, this work is original, and no similar studies have been found with the objectives included here.
- Research Article
1
- 10.17522/balikesirnef.1519282
- Dec 27, 2024
- Necatibey Eğitim Fakültesi Elektronik Fen ve Matematik Eğitimi Dergisi
Laboratory safety is a multidisciplinary field of research that is highly significant for science education, and especially for the discipline of chemistry. This study addresses the developments, primary fields of study, and research tendencies related to the scope and application of laboratory safety in chemistry. The study utilized a survey research design from among descriptive methods and applied a bibliometric analysis technique. To this end, a total of 279 works published on laboratory safety between 1965 and 2024 and indexed in the Web of Science database were analyzed. The analyses encompassed 60 countries, 279 publications, 51 authors, and 43 subject categories. Findings were analyzed using VOSviewer via the bibliometric analysis method. According to the obtained results, the country with the highest number of relevant publications is the United States, the institution with the highest number of published articles is the University of California system, the journal with the highest number of articles is Journal of Chemical Education, and the researchers with the highest numbers of publications are Nancy L. Wayne and Xiaoyan Wang, followed by Imke Schröder, James H. Gibson, and Xinglong Jin. Although many researchers study the subject of laboratory safety, it is seen that the cooperation among authors is extremely weak. The most commonly used keywords were identified as “laboratory safety,” “safety hazards,” and “laboratory management.”
- Research Article
7
- 10.1080/21645515.2023.2274220
- Nov 9, 2023
- Human Vaccines & Immunotherapeutics
Intervertebral disc degeneration is an important pathological basis for spinal degenerative diseases. The imbalance of the immune microenvironment and the involvement of immune cells has been shown to lead to nucleus pulposus cells death. This article presents a bibliometric analysis of studies on immune cells in IDD in order to clarify the current status and hotspots. We searched the WOSCC, Scopus and PubMed databases from 01/01/2001 to 08/03/2023. We analyzed and visualized the content using software such as Citespace, Vosviewer and the bibliometrix. This study found that the number of annual publications is increasing year on year. The journal study found that Spine had the highest number of articles and citations. The country/regions analysis showed that China had the highest number of publications, the USA had the highest number of citations and total link strength. The institutional analysis found that Shanghai Jiao Tong University and Huazhong University of Science Technology had the highest number of publications, Tokai University had the highest citations, and the University of Bern had the highest total link strength. Sakai D and Risbud MV had the highest number of publications. Sakai D had the highest total link strength, and Risbud MV had the highest number of citations. The results of the keyword analysis suggested that the current research hotspots and future directions continue to be the study of the mechanisms of immune cells in IDD, the therapeutic role of immune cells in IDD and the role of immune cells in tissue engineering for IDD.
- Research Article
7
- 10.15869/itobiad.774509
- Dec 29, 2020
- İnsan ve Toplum Bilimleri Araştırmaları Dergisi
Bu çalışmada öğrenme güçlüğü konusunda 2015-2019 yılları arasında yayınlanan uluslararası ve ulusal makalelerin karşılaştırmalı olarak incelenmesi hedeflenmiştir. Buna göre WOS ve TR Dizin veri tabanında yer alan toplamda 1259 (1205 WOS/54 TRDizin) makale araştırmacılarca belirlenmiş olan ölçütler çerçevesinde incelenmiştir. Bir durum çalışması örneği olan bu çalışmada verilerin analizinde içerik analizi tekniğinden yararlanılmıştır. Elde edilen bulgulara göre, British Journal of Learning Disabilities, Tizard Learning Disability Review ve Advances in Mental Health and Intellectual Disabilities dergilerinin WOS veri tabanında; Ankara Üniversitesi Eğitim Bilimleri Fakültesi Özel Eğitim Dergisi, Turkish Studies, İlköğretim Online dergilerinin ise TR Dizin veri tabanında öğrenme güçlüğü ile ilgili en fazla makalenin yayınlandığı dergiler olduğu sonucuna ulaşılmıştır. WOS veri tabanında en fazla makalenin yayınlandığı yıl 2015 iken, TR Dizin veri tabanında en fazla yayının 2017 yılına ait olduğu görülmüştür. İngiltere, ABD ve Avusturalya’nın WOS veri tabanında en fazla yayına sahip ülke olduğu; Türkiye’nin ise 131 ülke içerisinden 12. sırada olduğu belirlenmiştir. Çalışmada makalelerin metodolojik özellikleri açısından benzer özellikler gösterdiği; makalelerde nicel yöntem ve tarama modelinin çoğunlukla tercih edildiği görülmüştür. Bununla birlikte makalelerin içerik unsurları açısından belirgin farklılıklar olduğu tespit edilmiş; buna göre öğrenme güçlüklerinin TR Dizin veri tabanında yer alan makalelerde genel olarak (%63) ele alınmış iken WOS veri tabanında yer alan makalelerin büyük bir bölümünde (%72) disleksi, diskalkuli ve disgrafinin ayrı ayrı ele alınmıştır. Söz konusu öğrenme güçlükleri arasında en fazla çalışmanın ise disleksi ile ilgili olduğu belirlenmiştir.
- Research Article
2
- 10.3389/fsurg.2024.1416681
- Aug 9, 2024
- Frontiers in surgery
To characterize the bibliometric characteristics of the global scientific production of original research on gasless laparoscopy in the Web of Science Core Collection (WoSCC) platform. A bibliometric study of original articles published up to the year 2023 was carried out. Articles were included following the selection criteria in the Rayyan web application, indexed in the Scopus database. The bibliometric analysis was performed using the Bibliometrix program in the R programming language and VOSviewer. The bibliometric characteristics evaluated were articles, journals, citations, publications, ten most mentioned articles, journals with the highest number of publications, authors and institutional affiliations; and cooccurrence of terms. A total of 223 publications were included, with the highest number of articles being published in the years 1999 and 2014. The publication with the most citations was found to be a randomized trial by Galizia G in 2001 with 132 citations. We identified 846 authors involved in the production of articles on gasless laparoscopy, with Nakamura H being the most productive author with 15 articles between the years 2007 and 2020, followed by Takeda A and Imoto S, all three affiliated with "Gifu Prefectural Tajimi Hospital". The country with the highest production was Japan with 64 publications, followed by China and Italy with 46 and 18 publications, respectively. In the top 10 journals with the highest number of publications, "Surgical Endoscopy-Ultrasound and Interventional Techniques" is in first place with 20 articles published on gasless laparoscopy; in addition, most of these are located in Q1 and Q2. Regarding the terms or keywords, it was found that the initial studies had terms related to the disadvantages of pneumoperitoneum and later focused on more specific topics of the application of gasless laparoscopy. Production on gasless laparoscopy has stagnated, with the topics of interest currently being its application in new, less invasive techniques. The most productive countries are found in the Asian and European continents, with little information collected in Latin America. This fact makes it necessary to increase the production of studies to promote this technique and its possible advantages.
- Research Article
13
- 10.3390/tropicalmed7080198
- Aug 21, 2022
- Tropical Medicine and Infectious Disease
The World Health Organization recognizes noma as a global health problem and has suggested prioritizing research into this disease. A bibliographic search of original articles published in the Web of Science database up to 2022 was performed. A bibliometric analysis was carried out with the bibliometrix package in R and VOSviewer. We identified 251 articles published in 130 journals. The first publication was in 1975, the highest number of publications was in 2003, and the average number of citations per document was 12.59. The author with the highest number of publications was Enwonwu CO, and the Noma Children’s Hospital had the highest number of articles on this topic. Plastic and Reconstructive Surgery was the journal with the most publications, and the study by Petersen PE was the most cited. The country of corresponding authors that had the most publications and the most significant number of total citations was the United States. “Children” and “Reconstruction” were the most used keywords. In conclusion, there are few publications on noma worldwide, confirming the neglected status of this disease. Urgent actions are needed to increase evidence in regard to the epidemiology of noma and public health interventions to mitigate the ravages of this disease.
- Research Article
14
- 10.1016/j.wneu.2022.06.064
- Jun 18, 2022
- World Neurosurgery
Neurosurgery Research Productivity in Latin American and Caribbean Countries: A Bibliometric and Visualized Study
- Research Article
3
- 10.1111/cid.70041
- May 14, 2025
- Clinical implant dentistry and related research
To analyze the scientific profile of the 100 most cited articles on maxillary sinus lift. A search was conducted in the Web of Science Core Collection database in February 2024. Two reviewers retrieved the 100 most cited articles. The number of citations for the articles was compared in the Scopus and Google Scholar databases. The VOSviewer software was employed to generate collaborative network maps for authors and keywords. Dimension was consulted to measure altimetry data. Google Trends was used to explore the global popularity of research on maxillary sinus lift. The number of citations ranged from 120 to 1259. The articles were published between the years 1991 and 2017. The most frequent study design was observational (21%), and the surgical technique was the lateral window (76%). The most used bone graft was autogenous (15%). The journal with the highest number of articles was Clinical Oral Implants Research (29%). The United States was the most prevalent country (27%), and New York University had the highest number of publications (8%). However, the European continent stood out (66%). Froum SJ was the author with the highest number of publications (6%). The most common keywords were "dental implants" (38%). Intense mentions were identified primarily on Mendeley. According to Google Trends, Ukraine was the country that researched maxillary sinus lift the most. It can be concluded that the 100 most cited articles on sinus elevation were observational studies that evaluated the lateral window technique for sinus elevation.
- Research Article
1
- 10.1108/gkmc-02-2024-0102
- Sep 18, 2024
- Global Knowledge, Memory and Communication
Purpose This study aims to analyze the adoption of open access (OA) publishing in social sciences within central universities in India, focusing on various aspects such as the growth of OA literature, the use of different OA routes and collaboration patterns in OA publications. Design/methodology/approach Ten central universities were selected based on their rankings in the National Institute Ranking Framework 2022. Data on OA publishing in social sciences were collected from the Social Science Citation Index of the Web of Science (WoS) database using the advanced search query “(CU=India OR AD=India) AND PY=(2003–2022) NOT PY=(2023).” Data analysis was conducted using MS Excel (v16.0), BibExcel (version 2017), Biblioshiny (version 4.1.2) and Google Open Refine (version 3.7). Findings The study found that 30.40% of total publications were OA, with BHU as leading institute in OA publishing. OA publishing in social sciences saw a consistent increase, peaking in 2022 with 209 publications. “Sustainability” and “Plos One” were among the top ten journals, with 103 and 34 OA papers, respectively. OA publications had a higher mean citation rate than closed access publications. Collaboration with seven and nine authors had higher mean citation rates, while six-author collaborations were lower. Indian researchers received the most citations collaborating with the USA, UK and Australia. The Netherlands and Saudi Arabia received the fewer citations, when collaborating with Indian authors. Research limitations/implications The study’s main limitation is its reliance on WoS data, excluding many OA publications from smaller or specialized journals. Additionally, the focus on high-ranked central universities may not represent the entire academic landscape, as OA publishing patterns vary across other institutions and disciplines. Practical implications The study’s findings suggest that advancing OA publishing in social sciences at Indian universities requires raising awareness of OA concepts, enhancing institutional support and policies and informing researchers about funding opportunities. Emphasizing Gold OA and funding publication fees can broaden access to research. Universities with low OA ratios should adopt similar policies, mandate public research deposits and develop technical infrastructure. Encouraging multi-author collaborations can boost research impact and citation rates. Insights from the study can help institutions and policymakers shape effective OA strategies, enhancing the visibility and impact of social science research. Originality/value This is the first study analyzing the adoption of OA in the field of social sciences in high-ranked central universities in India. It has implications for promoting OA and increasing accessibility to research outputs. Universities with higher OA ratios can lead in this regard and encourage others to adopt similar practices for overall OA growth.
- Research Article
1
- 10.14704/web/v19i1/web19143
- Jan 20, 2022
- Webology
The objective of this study is to characterize the world scientific production on education and COVID-19 between the months of January 2020 to September 2021. A bibliometric study was carried out in five databases (Scopus, Web of Science, Google Academic, Microsoft Academic and Crossref) from which a universe of 5005 articles was extracted. The bibliometric indicators were analyzed with the help of the Publish or Perish v. 7.19 and the same analytical software of the chosen databases. Regarding the most cited article published in the analyzed databases, the one entitled "Medical Student Education in the Time of COVID-19" stands out, which received 419 citations in the Scopus database, 368 in Web of Science, 442 in Crossref, 870 in Google Scholar and 702 in Microsoft Academic. Regarding the authors with the highest scientific production on the subject, Maria Assuncao Flores stands out with 5 publications on the Web of Science and Francisco José García-Peñalvo with 5 articles indexed in the Scopus database. Regarding the journals with the highest number of articles on education and COVID-19, Sustainability stands out. These results show that the scientific production referring to education and Covid-19 confirms the radical change generated in education at all levels by the pandemic and the increase in scientific production to try to explore and describe the changing situation resulting from the pandemic in education. Regarding the journals with the highest number of articles on education and COVID-19, Sustainability stands out. These results show that the scientific production referring to education and COVID-19 confirms the radical change generated in education at all levels by the pandemic and the increase in scientific production to try to explore and describe the changing situation resulting from the pandemic in education. Regarding the journals with the highest number of articles on education and COVID-19, Sustainability stands out. These results show that the scientific production referring to education and Covid-19 confirms the radical change generated in education at all levels by the pandemic and the increase in scientific production to try to explore and describe the changing situation resulting from the pandemic in education.
- Research Article
16
- 10.1007/s11192-018-2924-2
- Oct 5, 2018
- Scientometrics
The Canadian Institute of Health Research (CIHR) implemented an open access policy for its grant recipients in 2008. We used bibliographic data from the Web of Science to find out how CIHR-funded researchers in the physical sciences self-archived their publications. We also examined the self-archiving policies of the journals in which the researchers published, and compared the citation rates of two different self-archiving approaches: the green open access route (deposit in an institutional or subject repository) and the grey open access route (deposit in an academic social network or personal/departmental website). Only 14% of the articles were openly accessible through the green open access route, while 37% could be accessed through the grey open access route. We cannot ascribe the low uptake of green open access to publishers’ self-archiving policies, as almost all journals allowed self-archiving through the green open access route. Authors deposited 31% of their publications in ResearchGate, the most popular self-archiving option in our study, while they deposited only 2.1% of their publications in institutional repositories, the least popular option. The citation rates of the various self-archiving approaches did not differ significantly. Our results suggest that it may be time to rethink how to achieve open access.
- Research Article
9
- 10.1108/lht-12-2022-0559
- Jun 22, 2023
- Library Hi Tech
PurposeThere have been numerous publications on human monkeypox since it was reported. With the help of bibliometric analysis, this study examined research hotspots and future trends related to human monkeypox. Science mapping was used in this study to identify influential monkeypox researchers, institutions, articles, keywords, thematic structures, and clusters of articles.Design/methodology/approachBased on a validated search query, bibliometric analysis of data collected from Web of Science from 1989 to September 2022 was conducted. Using the “Title-Keyword-” search option, the search query consisted of keywords “Monkeypox” OR “Monkeypox virus” OR “monkeypox” OR “monkey pox” OR “MPXV.” With the state-of-the-art tools Bibliometrix package of R Studio and VOSviewer, performance analysis and science mapping, as a part of standard bibliometric research of monkeypox research were conducted.FindingsResearchers published 708 monkeypox papers from 1989 to September 2022, with American researchers publishing 460 papers. Further, USA had the highest international cooperation in terms of collaborative research output. Centers for Disease Control and Prevention (CDC) is a global leader in monkeypox research since it is the most prolific and collaborative organization. There have been the most published papers on monkeypox in the Journal of Virology. Damon Inger K is also the most prolific and influential researcher in monkeypox research, with the highest number of publications and citations. In total, 1,679 keywords were identified in the study. From the cluster analysis four themes were identified in monkeypox research. They are (1) clinical features, (2) monkeypox virus epidemiology, (3) monkeypox virus vaccine defense, and (4) monkeypox virus-related treatment measures.Originality/valueAnalysis of collaboration, findings, networks of research, and visualization separates this study from traditional metrics analysis. Currently, there are no similar studies with similar objectives based on the authors' knowledge.
- Research Article
1
- 10.1002/tqem.22196
- Feb 27, 2024
- Environmental Quality Management
Consequences of climatic change in migratory and resident birds in terms of behavior, physiology, genetics, ecology, and evolution are the best documented changes reported in the animal world. This systematic review focuses on the studies conducted/published in the two most recent decades (2001–2020) regarding the effects of global climate change on birds. The PSALSAR [Protocol, Search, Appraisal, Synthesis, Analysis and Reporting results] approach was used to conduct the review. Information from a total of 170 publications in two databases (PUBMED and Google Scholar) including journal articles, books, book chapters, reviews, and reports were extracted and analyzed under ten criteria. An increase in publication number was observed in both databases. Overall, the highest number of publications were available for the year 2019. The highest number (141) of selected publications were journal articles. The highest number of articles (41) were from PLOS One. Selected articles’ study periods ranged between 1830 to 2100. Twenty‐eight studies were done in a global scale. Other studies scaled around eight regions, five continents and 40 countries. Behavior and ecology related consequences were studied the most. Eighty‐two studies used primary data sources and 88 studies used secondary data sources. Quantification, mapping, and modeling were the most utilized modes of assessments. Most studies species are Pied Flycatcher (Ficedula hypoleuca), Blue Tit (Cyanistes caeruleus), and Tree Swallow (Tachycineta bicolor). Majority of the publications were based on expansion of knowledge.
- Research Article
31
- 10.1186/s13018-023-03813-6
- May 8, 2023
- Journal of Orthopaedic Surgery and Research
BackgroundSurgical site infection (SSI) is a common complication in spinal surgery that can significantly affect the patient's prognosis. Despite advances in surgical techniques and infection control measures, SSI remains a considerable concern for healthcare providers and patients alike. In recent years, there has been a steady increase in studies related to SSI in spine surgery, leading to the publication of numerous informative articles. However, the current state and trends of research in the field of spinal SSI remain unclear. This study aims to conduct a bibliometric analysis of SSI-related articles in spine surgery to identify research status and trends. Meanwhile, we identify the top 100 most cited articles for further analysis.MethodsWe searched for all articles related to spinal SSI in the Web of Science Core Collection, recording the publication year, country, journal, institution, keywords, and citation frequency for further analysis. In addition, we identified and analyzed the top 100 most cited articles.ResultsA total of 307 articles related to spinal SSI were identified. All of these articles were published between 2008 and 2022, with the number of publications showing an increasing trend over the years. The related articles originated from 37 countries, with the USA contributing the most (n = 138). The institution with the highest number of publications and citations was Johns Hopkins University (14 articles; 835 citations). Among the journals, Spine had the highest number of articles (n = 47). The prevention of spinal SSI has been a research hotspot in recent years. Among the top 100 most cited articles, the most common research theme was the risk factors associated with spinal SSI.ConclusionsIn recent years, research related to spinal SSI has attracted the attention of numerous clinicians and scholars. As the first bibliometric analysis of spinal SSI, our study aims to provide pragmatic guidance for clinicians to learn the research status and trends in this field and improve their vigilance toward SSI.
- Research Article
1
- 10.1097/md.0000000000038491
- Jun 14, 2024
- Medicine
Neurogenic bladder (NB) is a significant complication that often occurs after spinal cord injury. It results from urinary dysfunction caused by the injury, disrupting the normal neural control of the bladder and urethra. Symptoms of NB can include urinary frequency, urgency, incontinence, and retention, all of which can greatly impact the quality of life of affected individuals. While there are articles and reviews on NB, fewer specifically address NB following spinal cord injury. This study examined 1095 publications from January 1, 2000, to March 27, 2024, in the Web of Science core database using bibliometric software like VOSviewer, CiteSpace, and Bibliometrics. The analysis revealed an increasing trend in the number of publications, with the United States and China leading in research output. Professor Jeremy B. Myers from the University of Utah had the highest number of publications, while the University of Michigan and the University of Pittsburgh were the institutions with the most publications. The journal Neurourology and Urodynamics had the highest number of articles, and common keywords included management, quality of life, and dysfunction, highlighting key areas of focus for scholars.
- Research Article
16
- 10.1111/jocd.15683
- Feb 27, 2023
- Journal of Cosmetic Dermatology
Breast cancer is the most common malignant tumor in the world, and most patients require a mastectomy. Women who have undergone mastectomy often suffer from breast loss that seriously affects their daily life, and breast reconstruction is not only beneficial to patient's quick recovery after surgery, but also their mental health. So, in recent years, more and more female breast cancer patients are receiving breast reconstruction surgery. We aim to map hot trends in breast reconstruction after mastectomy for breast cancer and provide directions for future research. We screened all literature (2011-2021) on breast reconstruction after mastectomy for breast cancer from The Web of Science Core Collection (WoSCC) and analyzed research trends in this field using Vosviewer and CiteSpace. Based on the search results, a total of 3404 articles related to breast reconstruction after mastectomy for breast cancer were screened. The US (n=1371) is the country with the highest number of articles, followed by Italy (n=282) and the UK (n=277). Harvard University (n=183) was the institution with the highest number of publications, followed by the University of Texas (n=141) and Memorial Sloan Kettering Cancer Center (n=136). Plastic and Reconstructive Surgery is the most published journal in the field. Pusic AL is the most published author in the field, while Matros E is the most cited author on average. Cluster analysis showed that breast reconstruction after mastectomy for breast cancer is a hot topic of research by scholars, and more and more experts recommend breast reconstruction for breast cancer patients. This study comprehensively summarizes and analyzes global research trends in breast reconstruction after mastectomy for breast cancer. In the past 10 years, there has been a significant increase in relevant high-quality publications in this field, and the field of breast reconstruction after mastectomy for breast cancer has a promising future.