Top Authors Research Articles

Technical and vocational education training and industry collaboration: a bibliometric review

Technical and vocational education training (TVET) is an education and training process with a strong emphasis on industry practices that aims to generate competent workers in particular fields. Collaboration with industry in TVET has the potential to improve the quality and relevance of TVET programmes and equip students with the practical skills and knowledge demanded by employers. Thus, there is a need for a complete bibliometric study of research linked to collaboration between TVET and industry, despite the fact that the number of studies in this field continues to increase. The bibliometric analysis in this research which was extracted from Web of Science database is analyze using VOSviewer. The research conducted a descriptive analysis of the publication number trends, the top authors and leading journals in this field. Next, the researcher also analyzed the co authorship based on authors and countries, research trends, citation and keywords analysis as well as co citation analysis. The article found that most of the articles in this field are published by authors from developed countries where the majority is from the United States. Other than that, the recent research hotspot were also identified indicating the future direction of the research in this field.

Mathematics Education Research Trends in the Philippines: A Bibliometric Analysis using Scopus Database

The investigation of research trends in mathematics education in the global landscape has been prominent in the recent years. However, there is a dearth of literature in investigating research trends in mathematics education in the Philippine setting. Thus, this bibliometric analysis on the research in mathematics education in the Philippines from 2013 to 2023 was conducted. This paper aimed to present scientific information about the distribution pattern of research on mathematics education in terms of discipline, the profile of prominent authors, the key subject areas which given emphasis, and the direction of research. A total of 993 articles were obtained from the Scopus database and were analyzed using the VOSviewer software application to see the research trends in mathematics education in the Philippines. Research articles emerged as the predominant document type, followed by conference papers. The pinnacle of mathematics education research in the Philippines was in 2014. Notably, the research trend in the Philippines for the last five years have observable decrease in mathematics education. Results show that in terms of discipline, problem solving, teacher professional development, and curriculum were typically the key areas of emphasis. Moreover, the top author with the greatest number of citations since 2013-2023 is a female researcher from Mindanao. Furthermore, the mathematics subjects that have the most attention are algebra, proof, calculus, technology, geometry, and modeling. Finally, this paper foresees continued growth in mathematics education research in the Philippines, particularly in the realms of professional development and problem-solving.

Bibliometric Analysis of Perceived Employability: Review and Research Agenda

The changing nature of employment relations between individuals and organisations has increased the role of individuals in maintaining their careers. Today’s era is characterised by ‘modern and boundary less’ careers, indicating the need for an in-depth analysis of perceived employability. For a long time, this multidisciplinary concept has captured the attention of scholars. However, holistic retrospection of this research is missing to date. Under this gap, this study aims to comprehensively analyse the literature on perceived employability through bibliometric tools. Therefore, a contextualised systematic literature review is presented in this study using citation analyses, co-citation analyses and bibliographic coupling. Relying upon the Scopus database, bibliometric techniques are used to map thematic and intellectual structures latent in 356 articles published on perceived employability. The top authors, countries, journals and major themes are identified, followed by bibliographic network-based content analysis. Five significant clusters identified by thematic analyses are extensively reviewed. Finally, the study revealed key research gaps that could guide future research. This study contributes by providing thematic clusters latent in the literature on perceived employability in combination with an extensive review.

Physical Therapy in Neurorehabilitation with an Emphasis on Sports: A Bibliometric Analysis and Narrative Review.

The increasing interest in physical therapy in sports neurorehabilitation stems from the high incidence of neurological injuries among athletes and the crucial role of rehabilitation in facilitating their safe return to sports. This study aims to provide a comprehensive analysis of research trends in physical therapy and neurorehabilitation in athletes. This study presents a bibliometric analysis of 103 documents from the Scopus database, followed by a narrative review of the identified thematic areas. Together, these approaches offer a comprehensive overview of the international literature on the application of physical therapy in sports neurorehabilitation, highlighting key trends and contributors. The software VOSviewer and Power BI (2.136.1202.0) were used for the bibliometric analysis and the visualization of the results. Techniques such as performance analysis (documents per year, top sources and countries in documents, and top authors in citations) and science mapping (co-authorship, bibliographic coupling, co-citation, and co-occurrence) were conducted. The results revealed the journals and the authors with the greatest impact in the field and collaborations between various countries. From the co-occurrence analysis of the keywords, three key thematic clusters were identified, Clinical Approaches and Outcomes in Neurorehabilitation, Athlete-Centered Neurorehabilitation Techniques, and Specialized Interventions in Sports Medicine and Neurorehabilitation, which were used to conduct the narrative review. These findings provide a solid foundation for future research and clinical practice aimed at enhancing recovery times and overall performance in athletes with neurological injuries.

Global trends and emerging topics related to triglyceride-glucose index: A bibliometric analysis and visualization from 2000 to 2024.

The triglyceride-glucose (TyG) index is a crucial marker of insulin resistance, as evidenced by numerous studies related to metabolic diseases. This bibliometric analysis investigates research trends associated with the TyG index over the past 24 years. We collected data on TyG index publications from January 1, 2000, to January 7, 2024, using the Web of Science database. Analysis was conducted utilizing VOSviewer, Scimago Graphica, and CiteSpace to evaluate publication metrics, citations, countries, institutions, authors, journals, and keywords. A total of 1163 publications from 354 journals authored by 6149 researchers across 60 countries were analyzed. China emerged as the leading contributor, with 654 publications (56.23%). Capital Medical University was the most productive institution, and Wu Shouling was the top author. Cardiovascular Diabetology was identified as the most influential journal. Key emerging research directions include the role of the TyG index as a representative marker for insulin resistance, particularly concerning insulin sensitivity; its association with body mass index and hyperuricemia; and its diagnostic and prognostic value in nonalcoholic fatty liver disease and cardiovascular conditions such as acute coronary syndrome, carotid plaque, and hypertension. Current trends favor cohort studies predominantly involving adult populations. Overall, China leads TyG index research, focusing on its connections to insulin sensitivity, body mass index, and hyperuricemia, while the index's diagnostic and prognostic significance for nonalcoholic fatty liver disease and cardiovascular diseases represents an expanding research frontier.

The role of feed spacers in membrane technology: 45 years of research

Feed spacers are crucial for enhancing the performance and efficiency of membrane-based technologies. Researchers have long focused on optimizing feed spacer designs and materials to improve fluid mixing and mass/heat transfer across membranes. However, these improvements often increase pressure drops, raising energy requirements. Therefore, innovative designs are sought to balance enhanced mass/heat transfer with reduced pressure drops and improved antifouling properties. This study analyzes patterns and trends in the feed spacer field using bibliometric methods, data analysis, and machine learning. The analysis includes 457 articles from the Scopus database, collected on March 5, 2024, covering publications from 1978 to 2023 across 45 journals. The analysis revealed that reverse osmosis technology emerges as the most studied membrane process, with 153 articles. Furthermore, experimental research in this field is preferred over theoretical evaluations, and the impact of feed spacers on mass transfer and pressure drops is the most explored topic, with 197 articles addressing one or more of these phenomena. Additionally, 204 articles focused on feed spacers’ role in fouling, scaling, and biofouling, with commercial feed spacers being the most frequently studied. The Journal of Membrane Science leads in publication volume with 152 articles, and Vrouwenvelder J.S. is the top author in 4 out of 6 metrics. Sentiment analysis of abstracts shows that authors generally express positive sentiments (385 articles) while maintaining an objective (453 articles) and emotion-free (446 articles) writing style.

Global Insights and Trends in Research on Dermatophytes and Dermatophytosis: A Bibliometric Analysis.

Dermatophytosis, caused by dermatophytes, affects up to 25% of people globally, with higher rates observed in Africa and Asia. While these infections are usually superficial, they can become severe in immunocompromised individuals. Despite their high prevalence, scientific research on dermatophytes is limited and the epidemiological data available are insufficient. In addition, diagnostic methods are not standardised and there are challenges with resistance to antifungals. This study aimed to conduct a bibliometric analysis of scientific publications related to dermatophytes and dermatophytosis to assess research output and trends. A bibliometric analysis of publications from 2000 to 2023 in Web of Science and Scopus examined trends, citation counts, publication types, key journals, top authors and institutions and funding sources. The analysis revealed a significant increase in dermatophyte-related publications, with 15,868 articles retrieved from the Web of Science and 23,189 from Scopus. Research articles dominated the output, constituting 76.2% in Web of Science and 80% in Scopus. Peak publication years were 2019, 2021 and 2022 in Web of Science, and 2020, 2021 and 2023 in Scopus, with lower output between 2000 and 2002. The United States and India were the leading contributors, followed by Brazil and China, though citation metrics varied. Although there has been a rise in the number of publications, the amount of research conducted on dermatophytes is still very limited in comparison with other types of fungal diseases. Dermatophyte-related research has increased over the past 2 decades. However, research gaps remain, particularly compared with other fungal diseases. Advances in diagnostics, antifungal testing and taxonomic classification are urgently needed. The study underscores the need for continued research and global collaboration to address these issues.

A Bibliometric Analysis of Green Human Resource Management

The purpose of this investigation is to use bibliometric analysis to examine publication trends, citations, top authors, top journals, and top study fields in the framework of Green Human Resource Management (HRM). This study analysed the data from 362 research studies between 2014 and 2024 using the bibliometric review approach. The VOS viewer program was used to analyse the data once it was gathered from the Dimensions database. Only two papers were published in 2014; by 2024, there will be sixty papers, according to the research. Moreover, there has been a significant increase in publications on Green HRM between 2019 and 2023. According to citation analysis, the study has determined the following information: the most significant studies on green human resource management (HRM), the most prestigious journals that publish articles on HRM, the most well-known authors who publish articles on HRM, and the top subject areas that publish research on HRM. This study show that the issue of green human resource management (HRM) is interdisciplinary in nature, as it is linked to fields such as biological sciences, engineering, psychology, and neuroscience, in addition to management and commerce. The review aims to provide scholars with an overview of Green HRM and highlight relevant areas for additional study. Keywords: Green HRM, Green Human Resource Management, Bibliometric, Citation analysis, Top journals

Bibliometric and Content Analyses of Dyscalculia Research

Dyscalculia is a math learning difficulty that many researchers have studied. A bibliometric and content analysis was conducted using the Web of Science database to provide a comprehensive overview of existing research on dyscalculia. The study aimed to identify key themes, prevailing research trends, potential knowledge gaps, and influential authors and articles in the field. The analysis focused on several research questions related to the distribution of articles and their citation data over the years, the types and numerical distribution of publications on dyscalculia, collaborative networks between authors, institutions, and countries/regions, topical research foci, prominent journals publishing articles on dyscalculia, top authors and countries researching dyscalculia, disciplines comprising the foundation of dyscalculia research, topics covered, the sample studied, and methods preferred in highly cited articles on dyscalculia. The co-occurrence analysis of the keywords revealed that dyscalculia, mathematical difficulties, dyslexia, and developmental dyscalculia were the most frequently cited terms. The top ten most cited articles were subjected to content analysis, revealing the types of research and methodologies. This study paves the way for future research and emphasizes the importance of interdisciplinary collaboration in understanding the nature and underlying causes of mathematics learning disabilities.

Global research trends on the links between gut microbiota and radiotherapy: a bibliometric analysis (2004-2023).

There is a crosstalk between gut microbiota and radiotherapy. The aim of this study is to use bibliometric analysis to explore the research status and development trends of research on gut microbiota and radiotherapy. A literature search regarding publications on gut microbiota and radiotherapy from 2004 to 2023 was retrieved. CiteSpace and VOSviewer were used to conduct the bibliometric analysis. The growth rate of publications, leading countries and institutions, preferred journals, top authors and co-cited authors, top co-cited references, keywords and citation were analyzed in this study. A total of 2821 papers were extracted. The number of papers has increased rapidly over the past decade, especially after 2017. The USA and China had the most publications and made great contributions to this field. The Chinese Academy of Sciences stood out as the institution with the highest number of publications, followed by the Chinese Academy of Medical Sciences & Peking Union Medical College. The most influential authors were Fan Saijun and Li Yuan. PLoS One had the most publications and the most total citations. Highly cited papers and high-frequency keywords illustrated the current status and trends. Furthermore, analysis of keyword with burst revealed that immunotherapy, acid, intestinal barrier, therapy, immunotherapy, fecal microbiota transplantation, etc, are at the forefront of research in this area. This study provides an overview of research on gut microbiota and radiotherapy, highlighting influential contributors, impactful publications, and emerging trends. Our finding suggests avenues for further exploration to improve clinical outcomes.

A quantitative analysis of artificial intelligence research in cervical cancer: a bibliometric approach utilizing CiteSpace and VOSviewer.

Cervical cancer, a severe threat to women's health, is experiencing a global increase in incidence, notably among younger demographics. With artificial intelligence (AI) making strides, its integration into medical research is expanding, particularly in cervical cancer studies. This bibliometric study aims to evaluate AI's role, highlighting research trends and potential future directions in the field. This study systematically retrieved literature from the Web of Science Core Collection (WoSCC), employing VOSviewer and CiteSpace for analysis. This included examining collaborations and keyword co-occurrences, with a focus on the relationship between citing and cited journals and authors. A burst ranking analysis identified research hotspots based on citation frequency. The study analyzed 927 articles from 2008 to 2024 by 5,299 authors across 81 regions. China, the U.S., and India were the top contributors, with key institutions like the Chinese Academy of Sciences and the NIH leading in publications. Schiffman, Mark, featured among the top authors, while Jemal, A, was the most cited. 'Diagnostics' and 'IEEE Access' stood out for publication volume and citation impact, respectively. Keywords such as 'cervical cancer,' 'deep learning,' 'classification,' and 'machine learning' were dominant. The most cited article was by Berner, ES; etal., published in 2008. AI's application in cervical cancer research is expanding, with a growing scholarly community. The study suggests that AI, especially deep learning and machine learning, will remain a key research area, focusing on improving diagnostics and treatment. There is a need for increased international collaboration to maximize AI's potential in advancing cervical cancer research and patient care.

Mapping the Research on Periocular Basal Cell Carcinoma in the Past 20 Years: A Bibliometric Network Analysis.

This study aims to analyze the literature on periocular basal cell carcinoma, identify research trends, and offer insights into future research areas in this field to assist clinicians and researchers. 903 publications on periocular basal cell carcinoma were collected from the Web of Science Core Collection database. We assessed the contributions from various countries, institutions, journals, and authors, and performed network analysis using Excel, VOSviewer, and R Studio to represent the prominent areas of research visually. The country with the highest number of publications and citations in this study was the United States of America, with 250 publications, 5917 citations, and the highest H-index of 44. Ophthalmic Plastic and Reconstructive Surgery is the leading journal. The UTMD Anderson Cancer Center had the highest number of publications, accounting for 43, or 4.76% of the total. Selva D from the University of Adelaide, Australia, is the top author with 26 publications, and 751 citations. Targeted therapy for PBCC-related pathways has been a hot topic in recent years. This study using bibliometrics seeks to explore the patterns and focal points of research and analyzes publication patterns, key research areas, influential authors, and prominent journals in periocular basal cell carcinoma during the last 2 decades.

Diffusion Magnetic Resonance Imaging and Human Reward System Research: A Bibliometric Analysis and Visualisation of Current Research Trends.

The human reward system has been extensively studied using neuroimaging. This bibliometric analysis aimed to determine the global trend in diffusion magnetic resonance imaging (dMRI) and human reward research in terms of the number of documents, the most active countries and their collaborating countries, the top journals and institutions, the most prominent authors and most cited articles, and research hotspots. The research datasets were acquired from the Scopus database. The search terms used were 'reward' AND 'human' AND 'diffusion imaging' OR 'diffusion tensor imaging' OR 'diffusion MRI' OR 'diffusion-weighted imaging' OR 'tractography' in the abstract, article title and keywords. A total of 336 publications were analysed using Harzing's Publish or Perish and VOSviewer software. The results revealed an upward trend in the number of publications with the highest number of articles in 2020 and 2022. Most publications were limited to countries, authors, and institutions in the USA, China and Europe. Bracht, Coenen, Wiest, Federspiel and Feng were among the top authors from Switzerland, Germany and the UK. Neuroimage, Neuroimage Clinical, Frontiers in Human Neuroscience, Human Brain Mapping, and the Journal of Neuroscience were the top journals. Among the top articles, six were reviews and four were original articles, while the top keywords in human reward research were 'diffusion MRI', 'adolescence', 'depression' and 'reward-related brain areas'. These findings may serve as researchers' references to find collaborative authors, relevant journals, cooperative countries/institutions, and hot topics related to dMRI and reward research.

What are the contrasting types of proactivity that manifest at work? A systematic literature review, content analysis, and future directions

PurposeThis study summarizes widely dispersed literature on proactivity at work in its many different forms and highlights contrasts between the various themes in detail.Design/methodology/approachThis study is based on systematic literature review of proactivity at work using 1708 peer reviewed articles published between 1969 and 2021 using R and Vos viewer software; a content analysis of the 100 most cited articles in proactivity research; and synthesis and integrative literature review to develop future research directions.FindingsThis study uncovers many interesting facets of knowledge, including proactivity-related themes that have emerged over 50 years of research, time-related publication trends, top journals, top authors, and the most commonly used keywords. The content analysis of the 100 most-cited articles revealed findings such as the role of each proactivity theme impacting academic discussions to date. For example, quantitative research appears to be more prevalent among the most cited articles compared to different types of qualitative research. Finally, future research directions building on our findings are provided.Originality/valueTo our knowledge, this work is the first attempt to contrast different types of proactivity at work as opposed to extant literature, which is either driven by the proactivity phenomenon or focuses on similarities rather than on contrasting aspects of the various forms of proactivity at work. Hence, the significance of this research extends beyond theoretical considerations and incorporates valuable practical elements.

Health Advocacy Trends and Unexplored Facets—A Bibliometric Analysis Based on SCOPUS Database

This study examines the concept of health advocacy and explores related scholarly material to understand its evolution from 1977 to 2021. The bibliometric analysis investigates the publication trends, most relevant authors, keywords-based clusters, research trends, author productivity, and future research areas in health advocacy. The relevant articles were extracted from the Scopus database and analyzed to identify and explore the most active authors, author-wise contribution to the sources, sub-research topics, core sources, top authors’ production over time, global cited documents, thematic maps, word cloud, country-wise collaboration network and map, author keywords-based network, historiograph, and spectroscope. The study finds that health advocacy as a concept is under-explored and thus warrants a need for future research work. Limited authors have contributed to this theme, and the continuity of publication needs to be improved. The study highlights that there needs to be a robust framework to assess, evaluate, and implement health advocacy. The researchers are limited to only a few authors who have published in limited journals. The current study brings out the need for research and publications on health advocacy to develop a framework for assessing and implementing health advocacy. Also, the study highlights emerging themes of Coronavirus pandemic and emergency and disaster preparation. The niche themes that emerged during the survey highlight keywords such as agenda-setting and maternal health.

Understanding the Growth of Artificial Intelligence in Educational Research through Bibliometric Analysis

The purpose of this study was to investigate research trends in artificial intelligence studies related to education that were published in the Web of Science database. This review conducted a bibliometric analysis of 4673 articles published between 1975 and 2023 and explored trends in several areas, including the annual distribution of publications, frequently studied topics, top authors, top countries, top universities/departments, top journals and publishers, and top funders. The findings highlighted that the number of studies increased exponentially after 2010. The most often used terms in artificial intelligence research in education were machine learning, deep learning, and data mining. Studies in higher education have been more prevalent than studies in elementary and secondary education. The USA, mainland China, and Australia were the three most productive nations. Most productive authors were connected to academic institutions in Taiwan, Hong Kong, or mainland China. Furthermore, there was little cooperation among the most productive authors andcountries. In addition to the abundance of journals on educational technology, it is crucial to emphasize the dearth of publications on education across different disciplines. To understand how artificial intelligence can support new practices in educational research, interdisciplinary interest and support are needed.

Bibliometric Analysis of Meningiomas from 2001 to 2023: Focus on the Top 100 Most Cited Papers

ObjectiveThe aim was to conduct a comprehensive bibliometric analysis of meningioma research, focusing on publication trends, top authors, universities, countries, and thematic analysis of keywords. MethodsFrom Scopus databases, first we analyzed 23180 papers (or 19,824 articles and 3,356 reviews) published between 2001 and 2023. Second, we selected the top 100 most cited papers and descriptively analyzed on Vosviewer and R Studio (bibliometrix/biblioshiny). ResultsFor both sets, we highlighted the annual publication trends and the impact of top-cited papers. We identified leading authors, universities, and countries contributing significantly to the field. Keywords analysis categorized research themes across all papers. Specific focus was given to the top 100 most cited documents in meningioma. Details about the annual number of papers, mean citations per year, and the citable years are provided. The top authors are presented by number of publications, citations, h-index, g-index and m-index. Co-words analysis was performed and the main focus of the 100 most cited papers are presented in more than 20 categories ConclusionOur findings may provide insights into the evolution of meningioma research and its scholarly impact. The analysis underscores the pivotal contributions of top authors and institutions, outlines thematic research trends, and highlights areas of significant interest and growth in the field. Our study may contribute to understanding the landscape of meningioma research, guiding future research directions and collaborations.

Bibliometric Analysis of the Research Status and Global Trends in Behavioral and Psychological Symptoms of Dementia in Alzheimer's Disease from 2002 to 2022.

Several reviews on behavioral and psychological symptoms (BPSDs) in patients with Alzheimer's disease (AD) have summarized the current state of this field, but global trends are unclear. This study utilized CiteSpace to provide a global overview of the current state of research on AD and its BPSDs and to predict future research trends in the field. Data were retrieved from the Web of Science Core Collection. Bibliometric and cooccurrence analyses were performed using CiteSpace software. In total, 787 valid publications were included in the analysis. Publications on AD and BPSD have shown an increasing trend since 2002. The United States and the University of Toronto were the countries and institutions with the highest total number of publications, respectively. Japan and China were the second and third most influential in the field. Clive Ballard was the top author in terms of the number of publications. Journal of Alzheimer's Disease had the highest number of publications on this topic. Co-occurrence analysis showed that AD, behavioral symptoms, cognitive impairment, and early markers are hot topics in this area. Non-drug management of BPSDs, pharmacological treatment, and physiotherapy will be a hot topic in this field in the future. Our study visualized the relevant articles over the past 21 years to detect global hotspots and trends. Our findings may help researchers to identify research hotspots in this field and will help in the selection of appropriate research topics, while possibly leading to cross-regional cooperation.

Potential vicious cycle between postoperative pain and sleep disorders: A bibliometric analysis

BackgroundSurgical pain affects postoperative sleep quality, and they jointly form a vicious cycle of mutual influence. The cycle of postoperative pain and sleep disorders could lead to delirium, cardiovascular disease, and hyperalgesia, which significantly affect patients' postoperative recovery. Thus, exploring this phenomenon is of great importance for surgical patients, and warrants further investigation. ObjectiveBy employing bibliometric methods, this study systematically analyzes the publications on postoperative pain-sleep disorders, identifies research trends and field dynamics, and ultimately provides insights for further progress in this research area. MethodsIn this study, we searched the Web of Science database for studies on postoperative pain and sleep disorders from 2013 to 2023, and analyzed the number of publications, journals, authors, institutions, country regions, and keywords by utilizing CiteSpace, VOSviewer, and Bibliometrix. ResultsThe 1894 retrieved publications showed a trend of increasing number of publications and correlations between postoperative pain and sleep disorders from 2013 to 2023. The top countries for publications included the USA, China, etc., establishing a global collaborative network centered around the USA, China, and Europe. The top institutions for publications included University of California System, Harvard University, etc. The top authors include Christine Miaskowski, Steven M. Paul, Qiuling Shi, etc. These publications involved multiple disciplines including surgery, neurology, and anesthesiology, and various research funds including NIH, HHS, NSFC, etc. The top journals for publications included the European Archives of Oto-Rhino-Laryngology, etc. Keywords that appear most frequently in this field include "pain", "surgery", "quality of life", "sleep", "depression", and "outcomes". The thematic map indicated that the hot topics in this area include obstructive sleep apnea, tonsillectomy, children, pain, quality of life, and sleep. The undeveloped topics with research potential included postoperative pain, analgesia and dexmedetomidine, breast cancer, fatigue, and lung cancer. ConclusionThe increased number of publications and correlations between postoperative pain and sleep disorders, and the collaborative network across the USA, China, and Europe indicate a growing global interest in this area. This study also provides valuable insights into the trend of hot topics and frontiers and shows that this is an evolving and dynamic research area.

A bibliometric analysis of cystic fibrosis transmembrane conductance regulators.

Cystic fibrosis (CF), a multisystem disease primarily affecting the lungs, arises due to pathogenic mutations in the CF transmembrane conductance regulator (CFTR) gene. This study embarked on a bibliometric analysis to survey the use of CFTR modulators in CF treatment. Utilizing the Scopus database, a comprehensive search was executed, incorporating terms related to CF and CFTR modulators. Various document types up to July 19, 2023, were included, with citation counts forming the basis of our analyses. Trends, contributor countries, leading institutions, top authors, journals, keywords, and annual citation trends were evaluated. Our search retrieved 2317 records, predominantly articles. The United States dominated in both publications and citations, followed by the United Kingdom. The University of Alabama, Birmingham, and Vertex Pharmaceuticals, Boston, were among the top institutions. Rowe S.M. was identified as a top-cited author. The Journal of Cystic Fibrosis emerged as the leading journal in terms of publication volume, while the New England Journal of Medicine had the highest citation count. The most-cited article addressed a CFTR potentiator's efficacy in patients with the G551D mutation. The keyword "Cystic fibrosis" appeared most frequently. This bibliometric analysis underscores the significant research focus on CF, especially concerning CFTR modulators. The results highlight the pivotal role of certain countries, institutions, authors, and journals in the progression of CF research, offering insights into current trends and future research directions.