Zafri Niaz Mahmud, Afroj Sadia, Nafi Imtiaz Mahmud, Hasan Md Musleh Uddin
Department of Urban and Regional Planning, Bangladesh University of Engineering and Technology (BUET), Dhaka 1000, Bangladesh.
Department of Electrical and Electronic Engineering, Islamic University of Technology (IUT), Gazipur 1704, Bangladesh.
Heliyon. 2021 Mar;7(3):e06544. doi: 10.1016/j.heliyon.2021.e06544. Epub 2021 Mar 19.
The emergence of COVID-19 pandemic has not only shaken the global health sector, but also almost every other sector, including economic and education sectors. Newspapers are performing a significant role by featuring the news of COVID-19 from its very onset. The temporal fluctuation of COVID-19 related key themes presented in newspaper articles and the findings obtained from them could offer an effective lesson in dealing with future epidemics and pandemics.
This paper intends to develop a pandemic management framework through an automated content analysis of local newspaper coverage of COVID-19 pandemic in Bangladesh. To fulfill the aim, 7,209 newspaper articles are assembled and analyzed from three popular local newspapers named ", and " over the period from January 1, 2020 to October 31, 2020.
Twelve key topics are identified: origin and outbreak of COVID-19, response of healthcare system, impact on economy, impact on lifestyle, government assistance to the crisis, regular updates, expert opinions, pharmaceutical measures, non-pharmaceutical measures, updates on vaccines, testing facilities, and local unusual activities within the system. Based on the identified topics, their timeline of discussion, and information flow in each topic, a four-stage pandemic management framework is developed for epidemic and pandemic management in future. The stages are preparedness, response, recovery, and mitigation.
This research would provide insights into stage-wise response to any biological hazard and contribute ideas to endure future outbreaks.
新冠疫情的出现不仅震动了全球卫生部门,还几乎影响了包括经济和教育部门在内的其他各个部门。自新冠疫情伊始,报纸就在报道其相关新闻方面发挥了重要作用。报纸文章中呈现的与新冠疫情相关的关键主题的时间波动情况以及从中获得的研究结果,可为应对未来的流行病和大流行病提供有效的经验教训。
本文旨在通过对孟加拉国当地报纸对新冠疫情的报道进行自动内容分析,构建一个大流行管理框架。为实现这一目标,从2020年1月1日至2020年10月31日期间,从三份当地流行报纸《 》《 》和《 》收集并分析了7209篇报纸文章。
确定了十二个关键主题:新冠疫情的起源与爆发、医疗系统的应对、对经济的影响、对生活方式的影响、政府对危机的援助、定期更新、专家意见、药物措施、非药物措施、疫苗更新、检测设施以及系统内的当地异常活动。基于所确定的主题、它们的讨论时间线以及每个主题中的信息流,为未来的流行病和大流行管理制定了一个四阶段的大流行管理框架。这四个阶段分别是准备、应对、恢复和缓解。
本研究将为应对任何生物危害提供分阶段应对的见解,并为应对未来疫情提供思路。