Psychological Health Status Evaluation of the Public in Different Areas Under the Outbreak of Novel Coronavirus Pneumonia

Authors

Xiaolan Wu¹, Chengzhi Zhang^{2, *}, Ningning Song¹, Weiwei Zhang^3, , Yaya Bian⁴

¹School of Journalism and Communication, Nanjing Normal University, Nanjing, 210024, China

²School of Economics and Management, Nanjing University of Science and Technology, Nanjing, 210094, China

³School of Business Administration, Anhui University of Finance and Economics, Bengbu, 233030, China

⁴Newcastle Business School, Northumbria University, Newcastle Upon Tyne NE1 8ST, UK

^*Corresponding author. Email: zhangcz@njust.edu.cn

DOI

10.2991/ijcis.d.210225.001How to use a DOI?

Keywords

COVID-19; LIWC; Psychological health status; Public perception

Abstract

During the outbreak of novel coronavirus pneumonia, the number of confirmed cases and deaths in Hubei province of China increased sharply, and the situation in Hubei was more severe than that in non-Hubei, so we do a research on psychological health status evaluation of the public in Hubei and non-Hubei areas. In this paper, we adopt textual analysis and contextual analysis using Simplified Chinese Microblog Word Count (SCMBWC), Five-Factors Model (FFM), Semantic Role Labeling (SRL) to interpret and analyze the public perception and psychological personality based on media news. Through the analysis, it was found that there were great differences in public perception to novel coronavirus pneumonia. In Hubei areas, the public perception was mainly reflected in the overall prevention and the treatment of patients, while in non-Hubei areas, the perception was mainly in the orderly promotion of enterprises to return to work. Through contextual analysis, the novel coronavirus pneumonia had a great psychological impact on the public in different regions. The media covered a large number of social process words and cognitive process words, public showed a personality that was inclined to be “open” and “neurotic” in different areas. Furthermore, we find out some reasons like all kinds of rumors, wildlife trade, all kinds of illegal and criminal acts disturbing social order cause this psychology personality through emotional entity mining based on semantic role labeling. This is conducive to the government's better policies and management in line with local conditions.

Copyright

© 2021 The Authors. Published by Atlantis Press B.V.

Open Access

This is an open access article distributed under the CC BY-NC 4.0 license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - JOUR
AU  - Xiaolan Wu
AU  - Chengzhi Zhang
AU  - Ningning Song
AU  - Weiwei Zhang
AU  - Yaya Bian
PY  - 2021
DA  - 2021/03/04
TI  - Psychological Health Status Evaluation of the Public in Different Areas Under the Outbreak of Novel Coronavirus Pneumonia
JO  - International Journal of Computational Intelligence Systems
SP  - 978
EP  - 990
VL  - 14
IS  - 1
SN  - 1875-6883
UR  - https://doi.org/10.2991/ijcis.d.210225.001
DO  - 10.2991/ijcis.d.210225.001
ID  - Wu2021
ER  -