Preprint Article Version 1 Preserved in Portico This version is not peer-reviewed

Issues and Agendas of Pandemic Crisis Management: A Text Analysis of World Economic Forum COVID-19 Reports

Version 1 : Received: 12 March 2021 / Approved: 15 March 2021 / Online: 15 March 2021 (12:34:01 CET)

A peer-reviewed article of this Preprint also exists.

Nam, H.; Nam, T. Exploring Strategic Directions of Pandemic Crisis Management: A Text Analysis of World Economic Forum COVID-19 Reports. Sustainability 2021, 13, 4123. Nam, H.; Nam, T. Exploring Strategic Directions of Pandemic Crisis Management: A Text Analysis of World Economic Forum COVID-19 Reports. Sustainability 2021, 13, 4123.

Journal reference: Sustainability 2021, 13, 4123
DOI: 10.3390/su13084123

Abstract

This study aims to understand the global environment of COVID-19 management and guide future policy directions after the pandemic crisis. To this end, we analyzed a series of the World Economic Forum’s COVID-19 response reports through text mining and network analysis. These reports, written by experts in diverse fields, discuss multidimensional changes in socioeconomic situations, various problems created by those changes, and strategies to respond to national crises. Based on 3,897 refined words drawn from a morphological analysis of 26 reports (as of the end of 2020), this study analyzes the frequency of words, the relationships among words, the importance of specific documents, and the connection centrality through text mining. In addition, network analysis helps develop strategies for sustainable response to and management of national crises through identifying clusters of words with a similar structural equivalence.

Subject Areas

COVID-19; pandemic crisis; crisis management; text mining; network analysis

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