{"title":"测绘六十年来心脏电生理学的研究和创新:历史科学计量学分析。","authors":"Oscar Andrés Alzate Mejía, Foday Tejan Mansaray, Ornella Fiorillo-Moreno, Johana Patricia Galván-Barrios","doi":"10.2147/JMDH.S538851","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Cardiac electrophysiology research has expanded rapidly, yet its global distribution, collaborative dynamics, and thematic evolution have never been quantified across the full history of the field. Mapping these patterns is crucial for guiding funding and designing impactful studies.</p><p><strong>Methods: </strong>A scientometrics analysis was conducted on articles indexed in Scopus, Web of Science, and PubMed (1959-2025). After screening, 3766 peer-reviewed papers were analyzed. Publication trends, citation-based indicators (h-index, which reflects productivity and impact; g-index, which highlights highly cited work; and m-index, which adjusts for time), journal quartiles, World Bank income-levels, and WHO regions were quantified. Co-authorship networks mapped institutional and national partnerships, while text-mining tracked keyword trajectories to identify emerging research fronts.</p><p><strong>Results: </strong>Annual publications increased from 3 in 1959 to 268 in 2021. Articles averaged six co-authors, with 25% showing international collaboration. High-income countries produced 86.7% of output and dominated journals' impact (mean h-index = 155). In contrast, lower-middle-income nations contributed only 1.9%. The University of California and the United States were central collaboration hubs, while Africa and Latin America remained peripheral. Keyword analysis showed a shift from pharmacology and in-vitro biophysics to newer areas such as implantable devices, artificial intelligence-guided risk scoring, and stem cell-based models. Emerging concepts such as Bayes theorem (for probabilistic modeling) and quantitative trait locus (for linking genetics to arrhythmia risk) are beginning to appear, though still scarcely represented. Cross-continental papers received the highest citation density.</p><p><strong>Conclusion: </strong>Cardiac electrophysiology knowledge is concentrated in high-income regions and in teams with strong collaboration. This map highlights geographic blind spots and emerging themes, offering a practical guide for building north-south consortia, focusing on neglected pathologies, and investing in artificial intelligence and stem-cell-based strategies likely to drive the next breakthroughs.</p>","PeriodicalId":16357,"journal":{"name":"Journal of Multidisciplinary Healthcare","volume":"18 ","pages":"6103-6114"},"PeriodicalIF":2.4000,"publicationDate":"2025-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12479378/pdf/","citationCount":"0","resultStr":"{\"title\":\"Mapping Six Decades of Research and Innovation in Cardiac Electrophysiology: A Historical Scientometrics Analysis.\",\"authors\":\"Oscar Andrés Alzate Mejía, Foday Tejan Mansaray, Ornella Fiorillo-Moreno, Johana Patricia Galván-Barrios\",\"doi\":\"10.2147/JMDH.S538851\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Cardiac electrophysiology research has expanded rapidly, yet its global distribution, collaborative dynamics, and thematic evolution have never been quantified across the full history of the field. Mapping these patterns is crucial for guiding funding and designing impactful studies.</p><p><strong>Methods: </strong>A scientometrics analysis was conducted on articles indexed in Scopus, Web of Science, and PubMed (1959-2025). After screening, 3766 peer-reviewed papers were analyzed. Publication trends, citation-based indicators (h-index, which reflects productivity and impact; g-index, which highlights highly cited work; and m-index, which adjusts for time), journal quartiles, World Bank income-levels, and WHO regions were quantified. Co-authorship networks mapped institutional and national partnerships, while text-mining tracked keyword trajectories to identify emerging research fronts.</p><p><strong>Results: </strong>Annual publications increased from 3 in 1959 to 268 in 2021. Articles averaged six co-authors, with 25% showing international collaboration. High-income countries produced 86.7% of output and dominated journals' impact (mean h-index = 155). In contrast, lower-middle-income nations contributed only 1.9%. The University of California and the United States were central collaboration hubs, while Africa and Latin America remained peripheral. Keyword analysis showed a shift from pharmacology and in-vitro biophysics to newer areas such as implantable devices, artificial intelligence-guided risk scoring, and stem cell-based models. Emerging concepts such as Bayes theorem (for probabilistic modeling) and quantitative trait locus (for linking genetics to arrhythmia risk) are beginning to appear, though still scarcely represented. Cross-continental papers received the highest citation density.</p><p><strong>Conclusion: </strong>Cardiac electrophysiology knowledge is concentrated in high-income regions and in teams with strong collaboration. This map highlights geographic blind spots and emerging themes, offering a practical guide for building north-south consortia, focusing on neglected pathologies, and investing in artificial intelligence and stem-cell-based strategies likely to drive the next breakthroughs.</p>\",\"PeriodicalId\":16357,\"journal\":{\"name\":\"Journal of Multidisciplinary Healthcare\",\"volume\":\"18 \",\"pages\":\"6103-6114\"},\"PeriodicalIF\":2.4000,\"publicationDate\":\"2025-09-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12479378/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Multidisciplinary Healthcare\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.2147/JMDH.S538851\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q2\",\"JCRName\":\"HEALTH CARE SCIENCES & SERVICES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Multidisciplinary Healthcare","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.2147/JMDH.S538851","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
引用次数: 0
摘要
背景:心脏电生理学研究迅速发展,但其全球分布、合作动态和主题演变从未在该领域的整个历史中被量化。绘制这些模式对于指导资助和设计有影响力的研究至关重要。方法:对Scopus、Web of Science和PubMed(1959-2025)收录的文献进行科学计量学分析。筛选后,对3766篇同行评议论文进行了分析。对出版趋势、基于引用的指标(反映生产率和影响力的h指数、突出被引用次数最多的g指数和根据时间进行调整的m指数)、期刊四分位数、世界银行收入水平和世卫组织区域进行了量化。共同作者网络绘制了机构和国家伙伴关系,而文本挖掘跟踪关键字轨迹,以确定新兴的研究前沿。结果:年度出版物由1959年的3篇增加到2021年的268篇。文章平均有6位共同作者,其中25%为国际合作。高收入国家产出了86.7%的产出,并主导了期刊的影响(平均h-index = 155)。相比之下,中低收入国家仅贡献了1.9%。加利福尼亚大学和美国是中心协作中心,而非洲和拉丁美洲仍然处于外围。关键词分析显示,从药理学和体外生物物理学到植入式装置、人工智能引导的风险评分和基于干细胞的模型等新领域的转变。新兴概念,如贝叶斯定理(用于概率建模)和数量性状位点(用于将遗传与心律失常风险联系起来)开始出现,尽管仍然很少被代表。跨大陆论文的引用密度最高。结论:心脏电生理知识集中在高收入地区和协作能力强的团队中。该地图突出了地理盲点和新兴主题,为建立南北联盟提供了实用指南,重点关注被忽视的病症,并投资于可能推动下一个突破的人工智能和基于干细胞的战略。
Mapping Six Decades of Research and Innovation in Cardiac Electrophysiology: A Historical Scientometrics Analysis.
Background: Cardiac electrophysiology research has expanded rapidly, yet its global distribution, collaborative dynamics, and thematic evolution have never been quantified across the full history of the field. Mapping these patterns is crucial for guiding funding and designing impactful studies.
Methods: A scientometrics analysis was conducted on articles indexed in Scopus, Web of Science, and PubMed (1959-2025). After screening, 3766 peer-reviewed papers were analyzed. Publication trends, citation-based indicators (h-index, which reflects productivity and impact; g-index, which highlights highly cited work; and m-index, which adjusts for time), journal quartiles, World Bank income-levels, and WHO regions were quantified. Co-authorship networks mapped institutional and national partnerships, while text-mining tracked keyword trajectories to identify emerging research fronts.
Results: Annual publications increased from 3 in 1959 to 268 in 2021. Articles averaged six co-authors, with 25% showing international collaboration. High-income countries produced 86.7% of output and dominated journals' impact (mean h-index = 155). In contrast, lower-middle-income nations contributed only 1.9%. The University of California and the United States were central collaboration hubs, while Africa and Latin America remained peripheral. Keyword analysis showed a shift from pharmacology and in-vitro biophysics to newer areas such as implantable devices, artificial intelligence-guided risk scoring, and stem cell-based models. Emerging concepts such as Bayes theorem (for probabilistic modeling) and quantitative trait locus (for linking genetics to arrhythmia risk) are beginning to appear, though still scarcely represented. Cross-continental papers received the highest citation density.
Conclusion: Cardiac electrophysiology knowledge is concentrated in high-income regions and in teams with strong collaboration. This map highlights geographic blind spots and emerging themes, offering a practical guide for building north-south consortia, focusing on neglected pathologies, and investing in artificial intelligence and stem-cell-based strategies likely to drive the next breakthroughs.
期刊介绍:
The Journal of Multidisciplinary Healthcare (JMDH) aims to represent and publish research in healthcare areas delivered by practitioners of different disciplines. This includes studies and reviews conducted by multidisciplinary teams as well as research which evaluates or reports the results or conduct of such teams or healthcare processes in general. The journal covers a very wide range of areas and we welcome submissions from practitioners at all levels and from all over the world. Good healthcare is not bounded by person, place or time and the journal aims to reflect this. The JMDH is published as an open-access journal to allow this wide range of practical, patient relevant research to be immediately available to practitioners who can access and use it immediately upon publication.