PSYCH OpenIR
Exploring the Psychological Effects of COVID-19 Home Confinement in China: A Psycho-Linguistic Analysis on Weibo Data Pool
Peijing Wu1,2; Nan Zhao1; Sijia Li1,2; Zeyu Liu1,2; Yilin Wang1,2; Tianli Liu3; Xiaoqian Liu1; Tingshao Zhu1,2
第一作者Peijing Wu
通讯作者邮箱liuxiaoqian@psych.ac.cn
心理所单位排序1
摘要

Backgrounds: With the rapid spread of COVID-19, strict home confinement has been implemented in most parts of Chinese regions. Millions of people were not allowed to leave their homes except for special reasons. Home confinement plays an essential role in curbing pandemic and promoting preventive behaviors, but it may affect individuals’ mental health as well.

Objects: The objective of this study was to explore the psychological impacts of home confinement.

Materials and Methods: We collected more than 150,360 Weibo messages from 5,370 Chinese active users, and then extracted psycho-linguistic features from these messages. Psycho-linguistic analysis was carried out using the 2 (confinement vs. non-confinement) _ 2 (before vs. after confinement) repeated measure analysis of variance (RM ANOVA).

Results: The results showed that the frequency of positive emotion words was remarkably decreased during home confinement [F.1;5368/ = 7.926, p = 0.005, !2 = 0.001]. In high-endemic subgroup, home confinement also reduced the frequency of exclusion words [F.1;3445/ = 4.518, p = 0.034, !2 = 0.001] and inhibition words [F.1;3445/ = 10.154, p = 0.001, !2 = 0.003].

Conclusion: Home confinement caused a decline in the use of positive emotion words. This indicates that home confinement can increase the frequency of negative emotions. The changes of exclusion words and inhibition words in high-endemic areas may be related to the high epidemic threat and the urgent need for social distancing in these areas.

关键词home confinement mental health COVID-19 psycho-linguistic analysis LIWC activity restriction
2021
DOI10.3389/fpsyg.2021.587308
发表期刊Frontiers in Psychology
ISSN1664-1078
卷号12页码:1-11
期刊论文类型实证研究
收录类别SCI
资助项目National Natural Science Foundation of China[31700984] ; China Social Science Fund[17AZD041] ; China Social Science Fund[16AZD058]
出版者FRONTIERS MEDIA SA
WOS关键词POSITIVE EMOTION ; PHYSICAL-ACTIVITY ; SARS ; QUARANTINE ; IMPACT ; HEALTH ; EXPERIENCE ; EPIDEMIC ; EXPOSURE ; TORONTO
WOS研究方向Psychology
WOS类目Psychology, Multidisciplinary
WOS记录号WOS:000662043500001
WOS分区Q1
引用统计
被引频次:6[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/311026/39215
专题中国科学院心理研究所
通讯作者Xiaoqian Liu
作者单位1.CAS Key Laboratory of Behavioral Science, Institute of Psychology, Beijing, China
2.Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
3.Institute of Population Research, Peking University, Beijing, 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
Peijing Wu,Nan Zhao,Sijia Li,et al. Exploring the Psychological Effects of COVID-19 Home Confinement in China: A Psycho-Linguistic Analysis on Weibo Data Pool[J]. Frontiers in Psychology,2021,12:1-11.
APA Peijing Wu.,Nan Zhao.,Sijia Li.,Zeyu Liu.,Yilin Wang.,...&Tingshao Zhu.(2021).Exploring the Psychological Effects of COVID-19 Home Confinement in China: A Psycho-Linguistic Analysis on Weibo Data Pool.Frontiers in Psychology,12,1-11.
MLA Peijing Wu,et al."Exploring the Psychological Effects of COVID-19 Home Confinement in China: A Psycho-Linguistic Analysis on Weibo Data Pool".Frontiers in Psychology 12(2021):1-11.
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