应对COVID-19物理距离政策的优化和模拟方法:文献计量学分析

F. Kamal, M. Nawawi, Ruzelan Khalid, A. Wibowo, Amalia Zahra
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摘要

新冠肺炎疫情受到了全世界学者的极大关注,甚至被称为“黑天鹅事件”,扰乱了人类生活的方方面面。在大流行的短时间内,在不同的研究领域发表了大量与COVID-19有关的研究。本文采用文献计量学分析方法,系统评价了利用Bibliometrix R软件包应用优化和模拟方法应对COVID-19物理距离政策(OSPhyD)的研究进展。结合covid-19、optimization、simulation、physical distance四类关键词对Scopus数据库进行文本查询,共检索到299篇英文原创研究文章和综述。产生了适当的可视化来描述不同作者、国家和机构之间的合作,而使用文本挖掘技术的共词分析通过共现网络地图产生了一个概念聚类,以强调当前研究兴趣中的新兴主题。主要研究结果指出:1) OSPhyD作为一个科学研究领域,是在医学、工程学、社会科学、数学和决策科学等领域逐步稳步发展的新兴的多学科研究课题;2)该领域受到了世界各国学者的关注,特别是美国、英国、欧洲国家,包括亚洲的作者;3)《新冠肺炎主流》、《医学教育》、《本科》等出版物中出现三个主导主题或研究前沿。©2022作者。
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Optimization and simulation methods in addressing COVID-19 physical distancing policy: A bibliometric analysis
COVID-19 has received tremendous attention from scholars worldwide and even being labelled as a black swan event that has disrupted every aspect of human life. Within a short time span of the pandemic, a large volume of research pertaining to COVID-19 has been published in diverse research fields. This paper adopts a bibliometric analysis to systematically evaluate the research development in the application of optimization and simulation methods to address COVID-19 physical distancing policy (OSPhyD) using Bibliometrix R package. A textual query on Scopus database using the combination of four classes of keywords;covid-19, optimization, simulation, and physical distance has returned a total of 299 original research articles and reviews published in English. Appropriate visualizations were generated to describe the collaborations between different authors, countries, and institutions, whilst co-word analysis that uses text mining technique has produced a conceptual cluster via co-occurrence network map to underscore the emerging themes in the current research interest. The main findings pinpoint that: 1) OSPhyD as a scientific research field is an emerging multidisciplinary research topic that is growing progressively and steadily in the fields of medicine, engineering, social sciences, mathematics and decision science, 2) The field has attracted the attention of scholars from all over the world particularly from United States of America, United Kingdom, European countries including authors from Asia, and 3) Three dominant themes or research front emerged from the publications including COVID-19 mainstream, medical education and undergraduate. © 2022 Author(s).
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