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Examining the Impact of COVID-19 Lockdown in Wuhan and Lombardy: A Psycholinguistic Analysis on Weibo and Twitter
Su, Yue1,2; Xue, Jia3,4; Liu, Xiaoqian1; Wu, Peijing1,2,5; Chen, Junxiang6; Chen, Chen7; Liu, Tianli8; Gong, Weigang9; Zhu, Tingshao1,2
第一作者Su, Yue
通讯作者邮箱jia.xue@utoronto.ca ; liuxiaoqian@psych.ac.cn
心理所单位排序1
摘要

Many countries are taking strict quarantine policies to prevent the rapid spread of COVID-19 (Corona Virus Disease 2019) around the world, such as city lockdown. Cities in China and Italy were locked down in the early stage of the pandemic. The present study aims to examine and compare the impact of COVID-19 lockdown on individuals' psychological states in China and Italy. We achieved the aim by (1) sampling Weibo users (geo-location = Wuhan, China) and Twitter users (geo-location = Lombardy, Italy); (2) fetching all the users' published posts two weeks before and after the lockdown in each region (e.g., the lockdown date of Wuhan was 23 January 2020); (3) extracting the psycholinguistic features of these posts using the Simplified Chinese and Italian version of Language Inquiry and Word Count (LIWC) dictionary; and (4) conducting Wilcoxon tests to examine the changes in the psycholinguistic characteristics of the posts before and after the lockdown in Wuhan and Lombardy, respectively. Results showed that individuals focused more on "home", and expressed a higher level of cognitive process after a lockdown in both Wuhan and Lombardy. Meanwhile, the level of stress decreased, and the attention to leisure increased in Lombardy after the lockdown. The attention to group, religion, and emotions became more prevalent in Wuhan after the lockdown. Findings provide decision-makers timely evidence on public reactions and the impacts on psychological states in the COVID-19 context, and have implications for evidence-based mental health interventions in two countries.

关键词impact of COVID-19 lockdown public health emergencies psycholinguistic analysis psychological states
2020-06-01
DOI10.3390/ijerph17124552
发表期刊INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
ISSN1660-4601
卷号17期号:12页码:10
收录类别SCI
资助项目China Social Science Fund[17AZD041]
出版者MDPI
WOS关键词DICTIONARY ; OUTBREAK ; CHINESE ; LIWC
WOS研究方向Environmental Sciences & Ecology ; Public, Environmental & Occupational Health
WOS类目Environmental Sciences ; Public, Environmental & Occupational Health
WOS记录号WOS:000549424400001
WOS分区Q1
资助机构China Social Science Fund
引用统计
被引频次:74[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.psych.ac.cn/handle/311026/32265
专题中国科学院行为科学重点实验室
通讯作者Xue, Jia; Liu, Xiaoqian
作者单位1.Chinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
2.Univ Chinese Acad Sci, Dept Psychol, Beijing 100049, Peoples R China
3.Univ Toronto, Factor Inwentash Fac Social Work, Toronto, ON M5S 1A1, Canada
4.Univ Toronto, Fac Informat, Toronto, ON M5S 1A1, Canada
5.Beijing Univ Posts & Telecommun, Sch Comp, Beijing 100876, Peoples R China
6.Univ Pittsburgh, Sch Med, Pittsburgh, PA 15260 USA
7.Univ Toronto, Middleware Syst Res Grp, Toronto, ON M5S 1A1, Canada
8.Peking Univ, Inst Populat, Beijing 100871, Peoples R China
9.Wuhan Univ, Sch Sociol, Wuhan 430072, Peoples R China
第一作者单位中国科学院行为科学重点实验室
通讯作者单位中国科学院行为科学重点实验室
推荐引用方式
GB/T 7714
Su, Yue,Xue, Jia,Liu, Xiaoqian,et al. Examining the Impact of COVID-19 Lockdown in Wuhan and Lombardy: A Psycholinguistic Analysis on Weibo and Twitter[J]. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH,2020,17(12):10.
APA Su, Yue.,Xue, Jia.,Liu, Xiaoqian.,Wu, Peijing.,Chen, Junxiang.,...&Zhu, Tingshao.(2020).Examining the Impact of COVID-19 Lockdown in Wuhan and Lombardy: A Psycholinguistic Analysis on Weibo and Twitter.INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH,17(12),10.
MLA Su, Yue,et al."Examining the Impact of COVID-19 Lockdown in Wuhan and Lombardy: A Psycholinguistic Analysis on Weibo and Twitter".INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 17.12(2020):10.
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