Bibliometric Analysis Research Articles

Bibliometric analysis of hotspots and trends of global myopia research

AIM: To gain insights into the global research hotspots and trends of myopia. METHODS: Articles were downloaded from January 1, 2013 to December 31, 2022 from the Science Core Database website and were mainly statistically analyzed by bibliometrics software. RESULTS: A total of 444 institutions in 87 countries published 4124 articles. Between 2013 and 2022, China had the highest number of publications (n=1865) and the highest H-index (61). Sun Yat-sen University had the highest number of publications (n=229) and the highest H-index (33). Ophthalmology is the main category in related journals. Citations from 2020 to 2022 highlight keywords of options and reference, child health (pediatrics), myopic traction mechanism, public health, and machine learning, which represent research frontiers. CONCLUSION: Myopia has become a hot research field. China and Chinese institutions have the strongest academic influence in the field from 2013 to 2022. The main driver of myopic research is still medical or ophthalmologists. This study highlights the importance of public health in addressing the global rise in myopia, especially its impact on children’s health. At present, a unified theoretical system is still needed. Accurate surgical and therapeutic solutions must be proposed for people with different characteristics to manage and intervene refractive errors. In addition, the benefits of artificial intelligence (AI) models are also reflected in disease monitoring and prediction.

Hotspots and trends of risk factors in gastric cancer: A visualization and bibliometric analysis

BACKGROUND The lack of specific symptoms of gastric cancer (GC) causes great challenges in its early diagnosis. Thus it is essential to identify the risk factors for early diagnosis and treatment of GC and to improve the survival rates. AIM To assist physicians in identifying changes in the output of publications and research hotspots related to risk factors for GC, constructing a list of key risk factors, and providing a reference for early identification of patients at high risk for GC. METHODS Research articles on risk factors for GC were searched in the Web of Science core collection, and relevant information was extracted after screening. The literature was analyzed using Microsoft Excel 2019, CiteSpace V, and VOSviewer 1.6.18. RESULTS A total of 2514 papers from 72 countries and 2507 research institutions were retrieved. China (n = 1061), National Cancer Center (n = 138), and Shoichiro Tsugane (n = 36) were the most productive country, institution, or author, respectively. The research hotspots in the study of risk factors for GC are summarized in four areas, namely: Helicobacter pylori (H. pylori ) infection, single nucleotide polymorphism, bio-diagnostic markers, and GC risk prediction models. CONCLUSION In this study, we found that H. pylori infection is the most significant risk factor for GC; single-nucleotide polymorphism (SNP) is the most dominant genetic factor for GC; bio-diagnostic markers are the most promising diagnostic modality for GC. GC risk prediction models are the latest current research hotspot. We conclude that the most important risk factors for the development of GC are H. pylori infection, SNP, smoking, diet, and alcohol.

Assessing Residency and Site Fidelity in Bottlenose Dolphins: A Literature Review and Bibliometric Analysis

Residency and site fidelity are important parameters in population ecology for many species as they indicate the temporal and spatial use for individuals. Although both terms are clearly different, they are used interchangeably due to lack of clarity in their definitions and the ways to assess them, especially in bottlenose dolphins (Tursiops spp.). Individuals with well-defined patterns of residency and site fidelity may be more vulnerable to anthropogenic disturbances; thus, the study of these parameters may help to better assess such impacts. However, interspecific differences and logistical restrictions for the study of dolphins have prevented consensus. We set out to investigate the factors that have influenced measurements of residency and site fidelity in bottlenose and a set of other dolphin species through a retrospective (~30 y: 1990 to 2019) literature review. We found 117 scientific papers with a two-fold increasing trend approximately every 15 years, with 50% published in only four journals. Most of the studies were developed in the United States, followed by Australia and Europe, likely due to strict policies for marine mammal conservation. Author collaboration network analysis showed highly atomized national groups in which North American organizations formed the biggest cluster, followed by Australia, Africa, and Europe. However, large worldwide gaps still exist, possibly because of the heterogeneity in marine mammal sampling efforts and limited information availability in the North Pacific, Central and South America, Africa, Asia, and the Indian Ocean. We found 30 different classification methods in which 12 were based on defined categories. We provide conceptual aid to distinguish between the use of both terms, as well as guidance to tackle the challenge of defining patterns of temporal use due to the variability of thresholds for classifying individuals. A paradigm shift is needed to create comprehensive, standardized, and generalized assessments of residency and site fidelity, which can be compared based on their performance across different populations of bottlenose dolphins around the world.

Mapping the intellectual structure and emerging trends for the application of nanomaterials in gastric cancer: A bibliometric study

BACKGROUND Recent reviews have outlined the main nanomaterials used in relation to gastrointestinal tumors and described the basic properties of these materials. However, the research hotspots and trends in the application of nanomaterials in gastric cancer (GC) remain obscure. AIM To demonstrate the knowledge structure and evolutionary trends of research into the application of nanomaterials in GC. METHODS Publications related to the application of nanomaterials in GC were retrieved from the Web of Science Core Collection for this systematic review and bibliometric study. VOSviewer and CiteSpace were used for bibliometric and visualization analyses. RESULTS From 2000 to 2022, the application of nanomaterials in GC developed rapidly. The keyword co-occurrence analysis showed that the related research topics were divided into three clusters: (1) The application of nanomaterials in GC treatment; (2) The application and toxicity of nanomaterials in GC diagnosis; and (3) The effects of nanomaterials on the biological behavior of GC cells. Complexes, silver nanoparticles, and green synthesis are the latest high-frequency keywords that represent promising future research directions. CONCLUSION The application of nanomaterials in GC diagnosis and treatment and the mechanisms of their effects on GC cells have been major themes in this field over the past 23 years.

Hot spots and trends in microbial disease research on cultural heritage: a bibliometric analysis.

This study is to understand and analyze the development history, research hotspots, and research trends in the study of microbial diseases of cultural heritage through bibliometric analyses in order to fill the current gap of no literature review in this research field and to make certain contributions to the research in this field and the protection of cultural heritage. Bibliometric and visual analyses of the literature on cultural heritage microbial diseases in the Web of Science (WoS) core collection were carried out using VOSviewer and R-bibliometrix, choosing the two main literature types of papers and reviews. The emphasis was placed on analyzing and summarizing core research strengths, hotspots, and trends. Six hundred sixty-seven documents (573 articles and 94 reviews) were retrieved. αIn the WoS core collection, the first literature on cultural heritage microbial disease research was published in January 2000, and the annual number of publications from 2000 to 2009 did not exceed one; the annual number of publications from 2010 onwards increased rapidly, and after 2018, the number of publications per year exceeded 60, reaching 94 in 2020, which indicates that cultural heritage microbial disease research is booming. Our research showed that Italy, the USA, and China were the leading research countries, and Univ Milan was the institution with the most publications. International Biodeterioration &Biodegradation was the most published and co-cited journal, and Gu JD was the most prolific author. The research hotspots in the study of microbial diseases of cultural heritage mainly include biological degradation of cultural heritage; identification of diseased microorganisms and disease mechanisms; cultural heritage microbial disease prevention and control methods; monitoring, prevention, and control of diseased microorganisms in indoor air; antibacterial agents, especially essential oils, nanoparticles, and other safe and efficient antibacterial products research and development; and exploration of the mechanisms of biofilm protection of cultural heritage on cultural heritage surfaces. Monitoring and identifying cultural heritage microbial communities, identifying disease mechanisms, and researching safe and efficient bacteriostatic products such as essential oils and nanoparticles will be the main research directions in the field of cultural heritage microbial disease prevention and control in the future.

Bibliometric Analysis of Clinical Trials on the Effect of Sugar Alcohol Consumption on Oral Health: Trends, Insights, and Future Directions (1967-2024)

Bibliometric Analysis of Clinical Trials on the Effect of Sugar Alcohol Consumption on Oral Health: Trends, Insights, and Future Directions (1967-2024)

Publication trends and research hotspots of the cardiorenal syndrome: A bibliometrics and visual analysis from 2003 to 2023.

Cardiorenal syndrome encompasses a range of disorders involving both the heart and kidneys, wherein dysfunction in one organ may induce dysfunction in the other, either acutely or chronically. This study conducted a literature search on cardiorenal syndrome from January 1, 2003, to September 8, 2023. Meanwhile, a quantitative analysis of the developmental trajectory, research hotspots and evolutionary trends in the field of cardiorenal syndrome through bibliometric analysis and knowledge mapping. The field of cardiorenal syndrome exhibits promising potential to grow and is emerging as a prominent research area. Future endeavours should prioritise a comprehensive understanding of the field and foster multi-centre co-operation among different countries and regions. The annual publication trend analysis revealed a consistent annual increase in cardiorenal syndrome literature over the last 20 years. The IL6, REN and INS genes were identified as the current research hotspots.

Bibliometric Analysis: Research Trends in Creative Thinking Behavior in Learning

The ability to think outside the box, create something that has never existed before, and apply knowledge and skills creatively and inventively. Effective learning activities require a balance between several aspects, namely cognitive, affective, and psychomotor aspects. Creative thinking behavior is a manifestation of creativity, and creativity refers to the ability to generate new, unique ideas. Related to the importance of behavior on creative thinking, it is necessary to analyze the extent of the development of research on creative thinking behavior. Bibliometric analysis using Publish of Perish (PoP) and VOSviewer for the last 10 years (2014-2023) keyword “creative thinking behavior. The analysis took from the google scholar and scopus databases. Bibliometric analysis is a technique that is realized in 2 categories, namely performance analysis and science mapping. The results of the analysis are stored in a small database used in this study. Since this research only uses Google Scholar and Scopus databases, the research methodology of thinking behavior is also limited. The research results can be expanded by using alternative databases and keyword searches. This study may be useful for future researchers who want to investigate creative thinking behavior.

Online marketing and brand awareness for HEI: A review and bibliometric analysis

Background This study conducted a comprehensive bibliometric analysis to identify the gaps in the existing literature related to Online marketing and brand awareness strategies for HEI. It has evaluated the current state of the literature on the given topic showing the pivotal role of online marketing and brand awareness in higher education for enrollment. Methods The study used a web-based application, Biblioshiny, which comes in the bibliometrix package. The study used the Scopus database to create the data set, given its conventional construction and quality of the sources. The analysis done is descriptive. By using the bibliometrix software, the study showed the authors name, articles, sources, citations, relevant journals and co-citation from the year 2017 to 2022. The time period selected by the study was five years which means that articles published from 2017 to 2022 have been taken for the study. Results We found that HEI online marketing and brand awareness have not been explored much as it has not reached the stage of maturity. Most of the publication was done during the time of Covid-19. Also, the role of brand awareness in student enrollment decisions for HEI requires more investigation. Top most publications their sources and top authors are identified. Conclusions Bibliometric analysis has provided valuable insights into the seminal work, emerging trends, and the gap in the study. This area of study has been explored but not as much as challenges, and the effectiveness of online marketing tools like seo, sem,ppc and more has not been measured. Further, this paper allows researchers to study by examining the pattern of publications by seeing the different authorships, co-authors, collaborations, relevant sources, and citations. The insights of this paper will help education policymakers devise more creative strategies to increase enrollment, ensuring sustained relevance and competitive advantage in higher education institutions .

Emotional labour in nursing research: A bibliometric analysis.

This study aims to conduct a comprehensive bibliometric analysis to explore the trajectory and thematic developments of emotional labour research in nursing. Utilizing descriptive and bibliometric analysis techniques. The data analysis and graphical presentation were conducted using the Bibliometrix Package in R software. The Web of Science Core Collection (WoSCC) database was searched on October 20, 2023. From 1992 to 2023, 842 authors published relevant articles, yielding 779 author keywords. There has been a general upward trend in the number of articles published over the past 30 years, with an annual growth rate of 11.71%. Keyword co-occurrence cluster analysis revealed the main focus areas of research on emotional labour antecedents and consequences, regulatory modalities, training and education, as well as research methods and application scenarios. Emotional labour significantly influences nursing staff's well-being and patient care outcomes. Effective management and education regarding emotional labour are crucial for enhancing nursing staff performance and patient care quality. Future research should focus on long-term effects, training efficacy, regulatory strategies across clinical settings, and innovative approaches to address current challenges. This study provides valuable insights into the unique trajectory and thematic developments of emotional labour research in nursing. The findings underscore the importance of addressing emotional labour in nursing practice and education to improve patient care outcomes and nursing staff well-being. Adherence to recognized bibliometric reporting methods, following relevant EQUATOR guidelines. This study is based solely on existing literature and did not involve patients or the public in its design, conduct, analysis, interpretation, or preparation.

Halal products in Malaysia: a bibliometric analysis

Malaysia is considered a pioneer in the halal industry and still leading in halal market products. In this study, a literature search was conducted using the Scopus database to study the trends of halal products in Malaysia and identify well-established products as well as emerging niches. The data extracted from the Scopus database were analysed and then visualized using VOSviewer to determine top authors, articles, sources and halal products. A total of 252 publications were identified using the “Halal product Malaysia” keyword. Based on the analysis, research on the halal product was observed to be initiated in 2005 with a total of 31 authors and 18 sources published more than 3 documents. The analysis of sources revealed that the Journal of Islamic Marketing was the most prolific source. The results showed that research on halal products in Malaysia was dominated by food which was critical to the halal industry. The research on food products focused on securing the supply chain as well as halal certification. The bibliometric analysis also showed that Halal cosmetics is an emerging product in the halal industry with Islamic marketing as its tool for product commercialization especially in the last five years.

Research on Aluminum Electrolysis from 1970 to 2023: A Bibliometric Analysis

Research on Aluminum Electrolysis from 1970 to 2023: A Bibliometric Analysis

Mapping Trends on Employee Performance and Work Environment: A Bibliometric Analysis

Employee performance and work environment are two key elements in the success of an organization. The relationship between employee performance and the work environment has become a major focus for many organizations to improve productivity, employee satisfaction, and overall organizational performance. This study aims to determine the development of research with the theme Employee Performance and Work Environment in the range of 2014 to 2023 through the help of the Vosviewers application in visualizing data. The method used in this study is qualitative research with a literature study approach. As for the data found, 98 documents were obtained and analyzed. These datasets are converted to CSV format, BibTeX, and RIS format and imported into bibliophilia for bibliometrics and analysis. The results showed that 2023 is the year with the highest number of publications on the topic of Employee Performance and Work Environment. Indonesia is the country that influences scientific publications the most. Samani, S.A. is the most prolific writer with 3 documents in the field of Employee Performance and Work Environment. Great potential for further research in areas such as Compensation, leadership, training, work-life balance, and work engagement, which still has the potential to be explored more deeply in the context of Employee Performance and Work Environment.

Effect of dietary patterns on mild cognitive impairment and dementia: a machine learning bibliometric and visualization analysis

ObjectiveAs a spectrum of neurodegenerative conditions, dementia presents a significant challenge to worldwide health. Mild cognitive impairment (MCI) is recognized as the intermediate stage between normal cognitive functioning and dementia. Studies highlight the significant impact of dietary patterns on the management of MCI and dementia. Currently, comprehensive research on dietary patterns specific to MCI and dementia is limited, but bibliometric analysis offers a method to pinpoint essential research directions.MethodsOn November 18, 2023, a search was conducted in the Web of Science Core Collection (WoSCC) for publications on diet and MCI/dementia. Tools such as Rstudio, CiteSpace, and VOSviewer were employed to create a knowledge atlas. This atlas analyzed collaborations, reference co-citations, keyword patterns, and emerging trends.ResultsThe search yielded 1,493 publications on diet and MCI/dementia, indicating a growing interest despite fluctuations. Contributions came from 70 countries/regions and 410 organizations across 456 journals. The USA and China led in publication numbers, with significant contributions from Columbia University and Harvard Medical School. Top authors include Scarmeas Nikolaos, Morris Martha Clare, and Samieri Cecilia. The Ketogenic, Mediterranean, and MIND diets emerged as key dietary patterns for cognitive decline prevention, highlighting the role of genetic factors, especially ApoE polymorphisms, in cognitive deterioration.ConclusionThis study provides core countries, institutions, and authors in the field, and points out the development directions in the field. Future research directions in dietary for MCI and dementia will focus on: (1) the potential effects of the KD in alleviating oxidative stress and modulating gut microbiota in neurodegenerative diseases; (2) how diet influences cognitive health through patterns of ApoE and protein expression; (3) investigating the interactions between gut microbiota and brain function, known as the “gut-brain axis.”

Bibliometric insights into HRM and innovative work behavior nexus: tracing past, present and future developments

PurposeThe capacity of organizations to adapt swiftly and implement innovative approaches has ignited discussions about which human resource management (HRM) practices can foster creativity and innovative work behavior (IWB) among employees. Research suggests that IWB thrives in an environment where HRM acts as the architect, influencer and developer. However, our understanding of the specific HRM practices that promote innovative work behaviors remains limited. Existing studies offer scattered and occasionally conflicting insights, particularly concerning measurements and theoretical frameworks that could enable greater generalizability. Consequently, a comprehensive review of the relationships between HRM, innovation and IWB could provide clearer evidence about how HRM impacts innovation. This research presents a bibliometric analysis of research on the relationship between HRM and IWB. The purpose of this analysis is to provide an in-depth overview of the current state and future prospects of HRM and IWB by examining past and current research trends and predict future research directions.Design/methodology/approachThe study used a bibliometric approach to collect 280 journal articles from the Web of Science database. The study identifies the most influential publications, outlines the knowledge structure and forecasts future trends using co-citation and co-word analysis.FindingsThe results of the co-citation and co-word analysis revealed the existence of four clusters. While acknowledging some limitations, this review sheds light on the expanding field of HRM and IWB research.Practical implicationsThe study provides a comprehensive understanding of HRM and IWB as well as insights into future advancements in the field.Originality/valueThis is the first study to use bibliometric analysis based on the Web of Science (WOS) database to conduct a quantitative evaluation of the HRM practice and IWB literature.

A Bibliometric Review of Large Language Models Research from 2017 to 2023

Large language models (LLMs), such as OpenAI’s Generative Pre-trained Transformer (GPT), are a class of language models that have demonstrated outstanding performance across a range of natural language processing (NLP) tasks. LLMs have become a highly sought-after research area because of their ability to generate human-like language and their potential to revolutionize science and technology. In this study, we conduct bibliometric and discourse analyses of scholarly literature on LLMs. Synthesizing over 5,000 publications, this paper serves as a roadmap for researchers, practitioners, and policymakers to navigate the current landscape of LLMs research. We present the research trends from 2017 to early 2023, identifying patterns in research paradigms and collaborations. We start with analyzing the core algorithm developments and NLP tasks that are fundamental in LLMs research. We then investigate the applications of LLMs in various fields and domains, including medicine, engineering, social science, and humanities. Our review also reveals the dynamic, fast-paced evolution of LLMs research. Overall, this paper offers valuable insights into the current state, impact, and potential of LLMs research and its applications.

Highly-Cited Papers on Fracture Non-union – A Bibliometric Analysis of the Global Literature (1990–2023)

Highly-Cited Papers on Fracture Non-union – A Bibliometric Analysis of the Global Literature (1990–2023)

Heat Transfer Enhancements Assessment in Hot Water Generation with Phase Change Materials (PCMs): A Review

The utilization of phase change materials (PCMs) in solar water heating systems (SWHS) has undergone notable advancements, driven by a rising demand for systems delivering superior performance and efficiency. Extensive research suggests that enhancing heat transfer (HTE) in storage systems is crucial for achieving these improvements. This review employs a bibliometric analysis to track the evolution of HTE methods within this field. While current literature underscores the necessity for further exploration into hot water generation applications, several methodologies exhibit significant promise. Particularly, strategies such as fins, encapsulation, and porous media emerge as prominent HTE techniques, alongside nanofluids, which hold the potential for augmenting solar water heating systems. This review also identifies numerous unexplored techniques awaiting investigation, aiming to pave new paths in research and application within the field of hot water generation. It highlights methods that could be used independently or alongside predominantly used techniques.

Multi-criteria decision making (MCDM) in diverse domains of education: a comprehensive bibliometric analysis for research directions

Multi-criteria decision making (MCDM) in diverse domains of education: a comprehensive bibliometric analysis for research directions

Bibliometric analysis of the publications in Spanish Law journals in Web of Science (2018-2023)

Las revistas jurídicas españolas son una de las principales plataformas de transferencia del conocimiento, pudiendo asegurar unos estándares de calidad y confianza, y permitiendo el progreso científico. La bibliometría mide el impacto que tienen estas publicaciones a través de indicadores de uso y consumo. El objetivo principal del estudio es analizar las publicaciones en el ámbito del Derecho durante los últimos 5 años, a través de las revistas indizadas en Web of Science. Asimismo, se han consultado los indicadores ofrecidos por SCOPUS y por PlumX para poder contrastar la adecuación de estos resultados. La metodología empleada es observacional y descriptiva, analizando datos de 30 revistas españolas. Como objetivos secundarios, se propone describir características de los artículos, analizar la correlación entre el impacto y el uso de los artículos, y evaluar indicadores de consumo e impacto de las revistas. De los resultados generales se destaca el poco impacto de estas publicaciones a nivel de referencias: apenas reciben citas, y la vida media citada es bastante anticuada. Esto contrasta con el panorama legal-doctrinal, donde continuamente se publica diversa legislación y jurisprudencia que modifica lo establecido anteriormente. Se observa una predominancia del ámbito nacional frente al internacional: en su mayoría son autores españoles, que escriben en español, y pertenecen a universidades españolas. Esto podría ser una de las razones por las que tienen tan poco impacto, ya que Web of Science presenta un claro sesgo frente a publicaciones en inglés. De hecho, la revista con mayor impacto está en inglés. Se establece también una relación entre los distintos indicadores. Por un lado, un mayor número de citas va relacionado positivamente con un mayor número de usos. Por otro lado, los distintos indicadores ofrecidos por las bases de datos, si bien no son exactamente iguales, son bastante parejos y ofrecen paralelismos entre los resultados. Finalmente, se ha analizado una revista concreta, la Revista Española de Derecho Constitucional, para poder ofrecer, además de los datos generales de las revistas, un estudio de caso concreto. Los resultados demuestran que esta revista coincide con los resultados generales.