Institute for Preventive Medicine and Public Health, Hanoi Medical University, Hanoi 100000, Vietnam.
Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA.
Int J Environ Res Public Health. 2020 Jun 8;17(11):4095. doi: 10.3390/ijerph17114095.
Novel coronavirus disease 19 (COVID-19) is a global threat to millions of lives. Enormous efforts in knowledge production have been made in the last few months, requiring a comprehensive analysis to examine the research gaps and to help guide an agenda for further studies. This study aims to explore the current research foci and their country variations regarding levels of income and COVID-19 transmission features. This textual analysis of 5780 publications extracted from the Web of Science, Medline, and Scopus databases was performed to explore the current research foci and propose further research agenda. The Latent Dirichlet allocation was used for topic modeling. Regression analysis was conducted to examine country variations in the research foci. Results indicate that publications are mainly contributed by the United States, China, and European countries. Guidelines for emergency care and surgical, viral pathogenesis, and global responses in the COVID-19 pandemic are the most common topics. There is variation in the research approaches to mitigate COVID-19 problems in countries with different income and transmission levels. Findings highlighted the need for global research collaborations among high- and low/middle-income countries in the different stages of pandemic prevention and control.
新型冠状病毒病(COVID-19)是对数百万人生命的全球性威胁。在过去的几个月中,人们在知识生产方面做出了巨大的努力,需要进行全面分析,以检查研究差距,并帮助指导进一步研究的议程。本研究旨在探讨当前的研究重点及其与收入水平和 COVID-19 传播特征相关的国家差异。本研究对从 Web of Science、Medline 和 Scopus 数据库中提取的 5780 篇出版物进行了文本分析,以探讨当前的研究重点并提出进一步的研究议程。使用潜在狄利克雷分配(Latent Dirichlet allocation)进行主题建模。回归分析用于检查研究重点的国家差异。结果表明,出版物主要由美国、中国和欧洲国家贡献。紧急护理和外科手术指南、病毒发病机制以及 COVID-19 大流行中的全球应对措施是最常见的主题。在收入和传播水平不同的国家,减轻 COVID-19 问题的研究方法存在差异。研究结果强调了高收入和中低收入国家在大流行防控的不同阶段开展全球研究合作的必要性。