Bibliometric Methodology Research Articles

THE RESEARCH PRODUCTIVITY OF BATIK GREEN MATERIALS

Objective: This study aims to analyze the utilization of green materials in the batik production through the research productivity. Methods: It will determine research trends, institutional partnerships, and significant contributors in this subject by using bibliometric methodologies. It will also examine frequently used keywords, article citation networks, and popular study topics. Results: The results is the batik green materials research is still relatively new to be done. The initiation of this research itself began to be indexed by Scopus since 2012 and until 2022 there are 9 related documents. The dominant type of document is conference paper with 8 documents or 88.9%. The productive year for sustainable technology for batik research is 2020 with 4 documents. While the dominant publication source is the op Conference Series Earth And Environmental Science with 5 documents. The only country with publication related to the batik green materials research topic is Indonesia with 9 documents. Conclusion: Related to the development map in batik green materials research based on the terms co-occurrence obtained, two dominant terms were found, namely green manufacturing and methane. So that in the future batik green materials research can be carried out on different topics such as the theme of sustainable batik industry of dye, sustainable and environmentally friendly dyeing techniques, and other themes that are still related to the topics.

Authorship Dynamics in Multidisciplinary Research: A Focus on Library and Information Science Professionals in RRIJM

This study looks into bibliometric studies in library and information science (LIS) to learn more about the influence of professional collaborations and multidisciplinary publication. It centers on user behaviour, digital libraries, and information management. The study uses bibliometric methodologies to examine authorship trends, geographic distribution, research paper length, and references. The results enhanced comprehension of the importance of library science in academic communities by emphasizing its function in handling intricate problems and promoting information sharing. Data from the Research Review International Journal of Multidisciplinary has been used in the study.

Enhancing climate forecasting with AI: Current state and future prospect

Background The escalating impact of climate change underscores the critical need for advanced and sustainable climate forecasting techniques. This review examines the current state and future prospects of leveraging Artificial Intelligence (AI) for climate forecasting, focusing on enhancing accuracy and identifying complex patterns in large datasets. Methods A systematic bibliometric methodology was employed, analyzing peer-reviewed literature from the past two decades. The study screened 455 articles from Scopus and Web of Science databases using specific keywords related to AI and weather forecasting. After removing duplicates and irrelevant studies, 218 articles were selected for detailed analysis. Bibliometric analysis was conducted using RStudio software to examine publication trends, co-word co-occurrence, and thematic evolution. Results The findings indicate significant growth in AI applications for climate forecasting, particularly from 2014 to 2023. AI techniques such as machine learning, artificial neural networks, and deep learning have shown promise in improving the accuracy of weather forecasts and early warning systems. The thematic analysis identified key themes like numerical weather prediction, feature selection, and neural networks as fundamental areas of research. Additionally, AI-based early warning systems for extreme weather events were highlighted as a crucial application. Below Figure 1. shows the graphical abstract of research Conclusions AI has the potential to significantly enhance climate forecasting by analyzing vast amounts of data and identifying complex patterns. Future research should focus on developing universal AI models, increasing model accuracy with explainable AI techniques, and integrating region-specific forecasts to aid decision-making in various sectors. Addressing ethical concerns and ensuring sustainable AI applications are essential for the responsible deployment of AI in climate forecasting.

Two decades of progress in glioma methylation research: the rise of temozolomide resistance and immunotherapy insights.

This study aims to systematically analyze the global trends in glioma methylation research using bibliometric methodologies. We focus on identifying the scholarly trajectory and key research interests, and we utilize these insights to predict future research directions within the epigenetic context of glioma. We performed a comprehensive literature search of the Web of Science Core Collection (WoSCC) to identify articles related to glioma methylation published from January 1, 2004, to December 31, 2023. The analysis included full-text publications in the English language and excluded non-research publications. Analysis and visualization were performed using GraphPad Prism, CiteSpace, and VOSviewer software. The search identified 3,744 publications within the WoSCC database, including 3,124 original research articles and 620 review articles. The research output gradually increased from 2004 to 2007, followed by a significant increase after 2008, which peaked in 2022. A minor decline in publication output was noted during 2020-2021, potentially linked to the coronavirus disease 2019 pandemic. The United States and China were the leading contributors, collectively accounting for 57.85% of the total research output. The Helmholtz Association of Germany, the German Cancer Research Center (DKFZ), and the Ruprecht Karls University of Heidelberg were the most productive institutions. The Journal of Neuro-Oncology led in terms of publication volume, while Neuro-Oncology had the highest Impact Factor. The analysis of publishing authors revealed Michael Weller as the most prolific contributor. The co-citation network analysis identified David N. Louis's article as the most frequently cited. The keyword analysis revealed "temozolomide," "expression," "survival," and "DNA methylation" as the most prominent keywords, while "heterogeneity," "overall survival," and "tumor microenvironment" showed the strongest citation bursts. The findings of this study illustrate the increasing scholarly interest in glioma methylation, with a notable increase in research output over the past two decades. This study provides a comprehensive overview of the research landscape, highlighting the importance of temozolomide, DNA methylation, and the tumor microenvironment in glioma research. Despite its limitations, this study offers valuable insights into the current research trends and potential future directions, particularly in the realm of immunotherapy and epigenetic editing techniques.

Gentrification of tourism: a bibliometric study in the Scopus database

The study provides a comprehensive analysis of how gentrification and tourism intertwine and affect urban environments. Using a bibliometric methodology to review publications between 2018 and 2023, the study identifies the main trends and dynamics in the literature on this topic. The results reveal a growing academic interest in the interaction between gentrification and tourism, with a geographic concentration of studies in Europe and North America, although research is also emerging in Asia and Latin America. Key words highlighted in the literature include sustainability and social impact, highlighting concerns about equity and access to tourism benefits for local residents. This bibliometric analysis offers valuable insights into the consequences of tourism gentrification and suggests the need for more inclusive policies that balance economic development and social justice in urban contexts transformed by tourism

An Overview of the Reformation brought by Christianity: A Historical and Bibliometric Perspective

Abstract: This paper provides a comprehensive historical and bibliometric analysis of the Reformation in Christianity, emphasizing its profound influence on religious, social, and political landscapes. The Reformation, initiated by key figures such as Martin Luther, marked a pivotal shift from the doctrines of the Roman Catholic Church, leading to the establishment of various Protestant denominations and significant reforms within the Catholic Church. This study integrates historical narratives with bibliometric methodologies to identify prevailing trends, influential works, and key contributors in Reformation studies. Analysing scholarly publications from 1964 to 2024, the paper highlights the evolution of research focus, emerging areas of interest, and the broader implications of Reformation principles on contemporary issues, including human rights, environmental activism, and socio-political reforms. The findings underscore the enduring legacy of the Reformation and its relevance to modern-day religious and socio-political contexts.

Gut microbiota and myocardial infarction: A bibliometric analysis from 2004 to 2023

BackgroundIn recent years, numerous studies have suggested that the gut microbiota and its metabolites are closely related to myocardial infarction. Utilizing insights from these research findings may be advantageous in the prevention, treatment, and prognosis of myocardial infarction. We have employed bibliometric methodology to summarize the progress made in this research area over the past 20 years, identify the hotspots, and highlight the developmental tendencies, providing a reference for future research in this field. MethodsWe searched the content related to this field in the Web of Science Core Collection database, with a time range from 2001 to 2023. We used VOSviewer, CiteSpace, and Scimago Graphica software to visualize the search results. ResultsWe included 889 reports in this study. The country with the most publications was China, while the country with the greatest influence was the United States. An analysis of institutions showed that the Chinese Academy of Medical Sciences had the largest volume of publications, whereas the Cleveland Clinic had the most influential ones. An author analysis showed Stanley L Hazen to have published the most and to also have been the most influential researcher. An analysis of all the journals publishing articles related to the search terms showed that PLoS One journal had the highest number of publications (18 articles), while Atherosclerosis journal had the most influential articles. The results of our reference analysis showed a strong association between Trimethylamine N-oxide and myocardial infarction. We found that increased intestinal permeability may be related to the progression of cardiovascular diseases, a high-fiber diet may help in the prevention of diseases such as myocardial infarction, and populations with a high intake of red meat may have an increased risk of myocardial infarction. Keyword analysis suggested that ‘cardiac fibrosis’ and ‘major bleeding’ were promising research directions in the future, and supplementing food intake with short-chain fatty acids was looked upon as a promising approach to treating coronary heart disease. ConclusionThe gut microbiota are closely related to myocardial infarction, and investigating this relationship is crucial for the prevention and treatment of myocardial infarction, where interdisciplinary research and international cooperation are indispensable.

A study of Islamic banking and finance for interest-free investors: A bibliometric analysis

Islamic banking is one of the fastest-growing sectors of the financial industry. Several works have been written in this field, but none attempt to learn the entire Islamic banking and financial system. Furthermore, the study could not locate any publications investigating the conceptual and intellectual foundations of this emerging field of inquiry. The current study uses bibliometric methodologies to assess the current state of Islamic banking, financial research, and the upcoming trends. For the people who choose interest-free investments, the current research examines a conceptual research context on Islamic banking and finance at various planning and decision-making stages. One thousand research studies appearing in scholarly journals between 2005 and 2023 were reviewed for the purpose. In order to examine the works on Islamic banking and finance, bibliometric techniques were used, including analysis of citation network, content, co-citation, keyword, and publishing trends. By suggesting thirteen clusters, to enhance research on Islamic banking and finance to help interest-free investors learn more, the goal of the research is to promote the body of knowledge. The field of Islamic banking and finance has grown from a young lot to a prominent teaching and research tool. Investigating and identifying current research trends in this area is crucial. As institutions and society are placing more emphasis on Islamic banking to raise individual citizens’ responsibilities in developing interest-free investing strategies, the findings are crucial to the community of interest-free financiers. Further research urges with the studies not restricted to a thousand researches only.

CLIMATE RISKS AND FINANCIAL MARKETS: A REVIEW OF THE LITERATURE

This study reviews how climate change could be considered an additional source of financial market risk using a bibliometric methodology. We find that the primary impetus for academics’ research into these concerns has come from significant international climate change events, e.g., the adoption of the Paris Climate Agreement. Ecological Economics, Energy Policy, and Energy Economics emerge as the major journals of the existing research output. The bibliographic coupling analysis of the corpus further reveals the existence of five major themes. The first theme evaluates the climate risk and explores mechanisms by which can financial risks be impacted by climate change. The second theme talks about the losses brought on by climate change. The third theme talks about how climate finance products, such as green bonds, green securities, and green insurance, are created and issued, as well as how they help to address and mitigate climate risks. The fourth theme examines how the current financial policy frameworks and instruments can be optimized and adapted in light of the considerable degree of uncertainty that surrounds climate change. The fifth theme discusses the climate-related financial risk modeling. We provide a summary of the development of these themes as well as the future direction to be explored.

A bibliometric insight into nanomaterials in vaccine: trends, collaborations, and future avenues.

The emergence of nanotechnology has injected new vigor into vaccine research. Nanovaccine research has witnessed exponential growth in recent years; yet, a comprehensive analysis of related publications has been notably absent. This study utilizes bibliometric methodologies to reveal the evolution of themes and the distribution of nanovaccine research. Using tools such as VOSviewer, CiteSpace, Scimago Graphica, Pajek, R-bibliometrix, and R packages for the bibliometric analysis and visualization of literature retrieved from the Web of Science database. Nanovaccine research commenced in 1981. The publication volume exponentially increased, notably in 2021. Leading contributors include the United States, the Chinese Academy of Sciences, the "Vaccine", and researcher Zhao Kai. Other significant contributors comprise China, the University of California, San Diego, Veronique Preat, the Journal of Controlled Release, and the National Natural Science Foundation of China. The USA functions as a central hub for international cooperation. Financial support plays a pivotal role in driving research advancements. Key themes in highly cited articles include vaccine carrier design, cancer vaccines, nanomaterial properties, and COVID-19 vaccines. Among 7402 keywords, the principal nanocarriers include Chitosan, virus-like particles, gold nanoparticles, PLGA, and lipid nanoparticles. Nanovaccine is primarily intended to address diseases including SARS-CoV-2, cancer, influenza, and HIV. Clustering analysis of co-citation networks identifies 9 primary clusters, vividly illustrating the evolution of research themes over different periods. Co-citation bursts indicate that cancer vaccines, COVID-19 vaccines, and mRNA vaccines are pivotal areas of focus for current and future research in nanovaccines. "candidate vaccines," "protein nanoparticle," "cationic lipids," "ionizable lipids," "machine learning," "long-term storage," "personalized cancer vaccines," "neoantigens," "outer membrane vesicles," "in situ nanovaccine," and "biomimetic nanotechnologies" stand out as research interest. This analysis emphasizes the increasing scholarly interest in nanovaccine research and highlights pivotal recent research themes such as cancer and COVID-19 vaccines, with lipid nanoparticle-mRNA vaccines leading novel research directions.

Reproductive health rights: a bibliometric analysis of childbirth

Purpose Reproductive health rights became an issue of interest long before the 1990s. Several policies were created to guarantee reproductive health rights, including birth rights. Women have the right to give birth in a way that is respectful and free from obstetric violence. Policymaking must, of course, be based on empirical evidence, so it is necessary to map studies on human rights in the context of childbirth. This study aims to investigate the viewpoint on human rights during childbirth across time by using a bibliometric methodology. Design/methodology/approach Bibliometric analysis was conducted using the VOSviewer application. The analysis was sourced from 301 articles on human rights during delivery for the 1976–2023 period from the Scopus database. Findings The studies concerning reproductive health rights encompass various topics, including reproductive health policy, human rights during childbirth, child marriage and human rights, pandemics and health care related to human rights. Research limitations/implications Studies related to human rights in reproductive health (especially childbirth) must be increased. Remember, policymaking must be based on the evidence found. Apart from that, empirical information about harmful actions during childbirth must be revealed so that it becomes a concern. While there has been a significant increase in the establishment of human rights during childbirth, there is a lack of research on this topic specifically in the Asian context. Researchers might consider this to be a matter of concern, given the implications for human rights. Two themes that have citations but a small number relate to obstetric violence and respectful maternity care during childbirth, so this could be a concern for other researchers for further studies. Originality/value This paper provides an overview of the most cited topics of human rights during childbirth, contributions by the distribution of studies throughout time, distribution of studies by country, the highest number of publications and citations.

Decoding the Developmental Trajectory of Energy Trading in Power Markets through Bibliometric and Visual Analytics

This research leverages bibliometric methodologies, enhanced by the visual analytics capabilities of CiteSpace, to meticulously examine the evolution and current trends in energy trading within power markets, analyzing 642 scholarly articles from the Web of Science Core Collection spanning from 1996 to 2023. The study aims to illuminate the prevailing research landscape, growth patterns, and future directions in energy trading dynamics. Key findings include: (1) A noticeable escalation in the volume of publications, especially from 2021 to 2023, indicating a burgeoning interest and rapid evolution in this research area; (2) The author and institutional collaboration networks are in a nascent stage, with a predominantly China-centric international collaboration pattern, including significant partnerships with the United States, Australia, and the United Kingdom; (3) The focal points of research are centered around themes such as “energy management”, “demand-side innovation”, “decentralized energy trading”, and “strategic optimization”, covering areas such as intelligent grid technologies, energy market dynamics, and sustainable energy solutions. The study recommends enhancing collaborative networks, fusing technological and strategic dimensions in research, increasing focus and funding for emerging technologies, and promoting wider international and cross-disciplinary collaborations to enrich the understanding of energy trading dynamics in the context of electricity markets.

The evolution of research on digital communication and social protests: A bibliometric analysis

The rise of digital communication technologies has significantly changed how people participate in social protests. Digital platforms—such as social media—have enabled individuals to organize and mobilize protests on a global scale. As a result, there has been a growing interest in understanding the role of digital communication in social protests. This manuscript provides a comprehensive bibliometric analysis of the evolution of research on digital communication and social protests from 2008 to 2022. The study employs bibliometric methodology to analyze a sample of 260 research articles extracted from the SCOPUS core collection. The findings indicate a significant increase in scholarly investigations about digital communication and its role in social protest movements during the past decade. The number of publications on this topic has increased significantly since 2012—peaking in 2022—indicating a heightened interest following COVID-19. The United States, United Kingdom, and Spain are the leading countries in publication output on this topic. The analysis underlines scholars employing a range of theoretical perspectives—including social movement theory, network theory, and media studies—to identify the relationship between digital communication and social protests. Social media platforms—X (Twitter), Facebook, and YouTube—are the most frequently studied and utilized digital communication tools engaged in social protests. The study concludes by identifying emerging topics relating to social movements, political communication, and protest, thereby suggesting gaps and opportunities for future research.

Research trends and hotspots in the immune microenvironment related to hepatocellular carcinoma: A bibliometric and visualization study.

The immune microenvironment (IME) in hepatocellular carcinoma (HCC) plays a pivotal role in determining patient outcomes and responses to treatment. This area is witnessing rapid growth in research interest. However, there is a lack of comprehensive bibliometric analyses that dissect trends and potential focal points in this field. To explore the evolution of research on the IME in HCC from January 1, 2004, to December 31, 2023, using bibliometric methodologies. English articles and reviews concerning the IME of HCC were retrieved from the Web of Science Core Collection with a search date of December 31, 2023. The R package Bibliometrix was employed to compute basic bibliometric characteristics, illustrate collaborations among countries and authors, and create a three-field diagram illustrating the connections between authors, affiliations, and keywords. Analyses of country and institutional co-authorship, as well as keyword co-occurrence, were conducted using VOSviewer. Additionally, CiteSpace was utilized for the cite burst analysis of keywords and cited literature. The study encompassed 3125 documents in the research areas related to HCC of IME, revealing a substantial and continuous increase in the annual publication trend over time. China and Fudan University emerged as leading contributors, with 2103 and 165 publications, respectively. Frontiers in immunology was the most prolific journal in this domain. Among the top ten researchers in the field, eight are based in China. Key research terms identified include tumour microenvironment, expression, immunotherapy, and prognosis. The relationship between HCC and IME is receiving increasing attention, and related research is in a highly developed stage. Key focus areas, including IME and immune checkpoint inhibitors, immunotherapy are poised to be central to future research endeavors, offering promising pathways for further exploration.

Global scientific trends on exosomes therapy for osteoporosis from 2004 to 2023: A bibliometric and visualized analysis.

Exosomes have emerged as pivotal mediators in modulating physiological and pathological processes implicated in osteoporosis (OP) through their distinctive mode of intracellular communication. The use of exosomes has evoked considerable interest, catalyzing a surge in research endeavors on a global scale. This study endeavors to scrutinize contemporary landscapes and burgeoning trends in this realm. The Web of Science Core Collection was used to retrieve publications on exosomes therapy for OP within the time frame of January 1, 2004 to December 31, 2023. The bibliometric methodology was applied to study and index the collected data. VOSviewer and citespace software were used to conduct visualization, co-authorship, co-occurrence, and publication trend analyses of exosome therapy in OP. A total of 610 publications (443 articles and 167 reviews) from 51 countries and 911 institutions were included in this study. Shanghai Jiao Tong University, Central South University, Sichuan University, and Zhejiang University are leading research institutions in this field. Stem Cell Research Therapy published the highest number of articles and has emerged as the most cited journal. Of the 4077 scholars who participated in the study, Xie, Hui, Zhang, Yan, Tan, and Yi-Juan had the largest number of articles. Furthermore, according to the cluster analysis of external keywords, future research hotspots can be categorized into 3 directions: research status of exosomes for the treatment of OP, treatment of OP through exosome-regulated signaling pathways, and exosomes as targeted drug delivery systems. This study suggests that the number of future publications on exosome therapy for OP will increase, with a focus on fundamental investigations into drug-loading capacities and molecular mechanisms. In summary, this study presents the first systematic bibliometric analysis of exosome therapy publications in OP, providing an objective and comprehensive overview of the field and a valuable reference for researchers in this domain.

Emerging Nanozymes in Neurological Disorder Therapeutics: Bridging Oxidoreductase Mimicry and Antioxidant Chemistry

AbstractThe prevalence of neurological dieases, including neurodegenerative, neurotraumatic disorders, and neuroinflammatory conditions, has been rising due to global population and aging demographics. A key factor in the pathogenesis of these disorders is the hyperaccumulation of reactive oxygen and nitrogen species (RONS). Nanozymes have emerged as promising candidates for neurotherapeutic applications owing to their exceptional catalytic activity and stability. Of particular note is their ability to cross the blood‐brain barrier and counteract the production of reactive oxygen species via their enzyme‐mimicking characteristics. In this review, the latest advancements and theoretical knowledge in this research domain are summarized. Using the inherent functionalities of the Web of Science and bibliometric methodologies, annual publication trends are identified and extensively explored the most researched topics and neurological disorders in this field. The antioxidant reduction chemistry of the nanozymes is discussed, highlighting their ability to mimic natural oxidoreductase activity and inhibit RONS production at the source. Moreover, this review delves into the current limitations and future prospects of these mechanisms in addressing neurological disorders. The significant benefits and recent developments in the use of RONS‐regulating nanozymes for the treatment of neurological diseases are emphasized, offering insights into their therapeutic applications and broader implications for neurology.

Scholarly knowledge fundamentals and dynamic research hotspots in the field of burns and immunology: A bibliometric analysis

BackgroundAn estimated 180,000 burn deaths occur each year, and the immune system plays a vital role in wound healing and burn complications, including inflammatory reactions and oxidative stress. This paper aims to explore the basic knowledge and dynamic hotspots in burns and immunology research with bibliometric methods. MethodsThrough systematic retrieval, we ensured all the documents complied with our retrieval strategy and were included in the Science Citation Index-Expanded of the Web of Science Core Collection. Using bibliometric methodologies, the general information was delineated; and foundational knowledge, as well as dynamic research hotspots, were ascertained through VOSviewer, CiteSpace, and R-bibliometrix. Results8758 publications were identified from January 1st, 2000, to June 17th, 2024. The most productive and collaborative country was the USA; Harvard University was the most productive affiliation; and the most productive author was David N. Herndon. According to source analysis, the highest-impact journal is Burns. Historically, “expression” was the most frequently occurring word. “Delivery” was the most frequently occurring word in recent years. ConclusionThe domain of burns and immunology has reached a zenith, with a modest decline in publication output over the past two years, yet it continues to evolve robustly. The focal points of inquiry have evolved from the initial appraisal of immunotherapeutic interventions for critical burn injuries to the elucidation of immune cell mechanisms in burn patients. Future research trajectory is poised to innovate therapeutic modalities, encompassing anti-inflammatory, antioxidant, and targeted drug delivery systems, to enhance precision in immune modulation.

Research Trends on Digital Marketing Strategies and Student Satisfaction in Higher Education: A Bibliometric Analysis

The main objective of this bibliometric article is to analyze and synthesize existing research that explores the relationship between digital marketing strategies implemented by higher education institutions and the satisfaction perceived by students. A bibliometric methodology was adopted, constructing a canonical search equation in the Scopus database, without temporal restrictions. The extracted data were processed using Bibliometrix and VOSviewer to create scientific maps and perform statistical analyses. The main results reveal a significant growth in scientific production, with a total of 1126 published papers and a remarkable international collaboration. The central concepts are social networks, e-commerce, student satisfaction and digital marketing. An interdisciplinary nature is observed, with contributions from various areas of knowledge. Although the interest is global, the growing participation of Middle Eastern nations stands out. In conclusion, the field of digital marketing research on college students has experienced significant growth, reflecting the adoption of digital technologies in higher education and the need for effective digital marketing strategies to attract and retain students.

Bibliometric Analysis: The Main Steps

Bibliometric analysis is a systematic study carried out on scientific literature for the identification of patterns, trends, and impact within a certain field. Major steps include data collection from relevant databases, data cleaning and refining, and subjecting data to various bibliometric methods—an ensuing step in the generation of meaningful information. Bibliometric analysis is an increasingly popular and thorough technique for examining and assessing massive amounts of scientific data, which is being used more and more in research. This entry thoroughly introduces bibliometric methodology, emphasizing its numerous methodologies. It also provides a set of reliable, step-by-step instructions for confidently performing bibliometric analysis. Furthermore, we investigate the suitable use of bibliometric analysis as an alternative to systematic literature reviews. This entry aims to be a useful tool for learning about the methods and approaches that may be used to perform research studies that use bibliometric analysis, particularly in the fields of academic study.

UNVEILING PATTERNS AND TRENDS: BIBLIOMETRIC INSIGHTS INTO SUPERVISION’S IMPACT ON PROFESSIONAL DEVELOPMENT

This bibliometric analysis delves into the intricate relationship between supervision and professional development, aiming to unveil underlying patterns and trends within the scholarly literature. The field of supervision, integral to fostering competence and skill enhancement among professionals, has witnessed substantial attention, indicating its significance in shaping professional growth. Understanding the evolving landscape of supervision’s impact on professional development is crucial for optimizing strategies and enhancing outcomes in various domains. Despite the evident importance of supervision in professional development, there exists a need for a comprehensive bibliometric exploration to discern the underlying trends, influential authors, thematic clusters, and interdisciplinary engagements within this domain. Employing robust bibliometric methodologies, this study leverages data extracted from reputable scholarly databases such as Scopus to conduct an extensive analysis. The methodology systematically examines publication trends, authorship patterns, citation networks, and thematic clusters. Anticipated outcomes include the identification of influential authors, seminal works, and emerging thematic clusters. The study aims to uncover patterns indicating the evolution of supervision’s impact on professional development over time. Insights into interdisciplinary collaborations, prevalent research themes, and potential directions for future inquiry are also expected outcomes of this comprehensive bibliometric analysis. This bibliometric investigation offers a panoramic view of the scholarly landscape, shedding light on the intricate interplay between supervision and professional development. The expected results aim to enrich our understanding of the field, providing valuable guidance for practitioners, researchers, and policymakers to optimize strategies and foster professional growth across diverse domains.