The Impact of COVID-19 Epidemic Declaration on Psychological Consequences: A Study on Active Weibo Users | |
Sijia Li1,2; Yilin Wang1,3; Jia Xue4; Nan Zhao1; Tingshao Zhu1 | |
第一作者 | Sijia Li |
通讯作者邮箱 | zhaonan@psych.ac.cn ; tszhu@psych.ac.cn |
心理所单位排序 | 1 |
摘要 | Abstract: COVID-19 (Corona Virus Disease 2019) has significantly resulted in a large number of psychological consequences. The aim of this study is to explore the impacts of COVID-19 on people’s mental health, to assist policy makers to develop actionable policies, and help clinical practitioners (e.g., social workers, psychiatrists, and psychologists) provide timely services to affected populations. We sample and analyze the Weibo posts from 17,865 active Weibo users using the approach of Online Ecological Recognition (OER) based on several machine-learning predictive models. We calculated word frequency, scores of emotional indicators (e.g., anxiety, depression, indignation, and Oxford happiness) and cognitive indicators (e.g., social risk judgment and life satisfaction) from the collected data. The sentiment analysis and the paired sample t-test were performed to examine the differences in the same group before and after the declaration of COVID-19 on 20 January, 2020. The results showed that negative emotions (e.g., anxiety, depression and indignation) and sensitivity to social risks increased, while the scores of positive emotions (e.g., Oxford happiness) and life satisfaction decreased. People were concerned more about their health and family, while less about leisure and friends. The results contribute to the knowledge gaps of short-term individual changes in psychological conditions after the outbreak. It may provide references for policy makers to plan and fight against COVID-19 effectively by improving stability of popular feelings and urgently prepare clinical practitioners to deliver corresponding therapy foundations for the risk groups and affected people.
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关键词 | public health emergencie word frequency analysis mental health emotion cognition |
2020 | |
DOI | 10.3390/ijerph17062032 |
发表期刊 | International journal of environmental research and public health |
卷号 | 17期号:6页码:1-9 |
收录类别 | SSCI |
资助项目 | National Natural Science Foundation of China[31700984] |
出版者 | MDPI |
WOS关键词 | PERSONALITY ; SCALE ; SARS |
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:000529342300222 |
WOS分区 | Q1 |
资助机构 | National Natural Science Foundation of China |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.psych.ac.cn/handle/311026/31307 |
专题 | 社会与工程心理学研究室 |
通讯作者 | Nan Zhao; Tingshao Zhu |
作者单位 | 1.Institute of Psychology, Chinese Academy of Sciences, Beijing 2.Department of Psychology, University of Chinese Academy of Sciences, Beijing 3.Department of Psychology, Nankai University, Tianjin 4.Factor Inwentash Faculty of Social Work, University of Toronto, Toronto M5S 1A1, Canada |
第一作者单位 | 中国科学院心理研究所 |
通讯作者单位 | 中国科学院心理研究所 |
推荐引用方式 GB/T 7714 | Sijia Li,Yilin Wang,Jia Xue,et al. The Impact of COVID-19 Epidemic Declaration on Psychological Consequences: A Study on Active Weibo Users[J]. International journal of environmental research and public health,2020,17(6):1-9. |
APA | Sijia Li,Yilin Wang,Jia Xue,Nan Zhao,&Tingshao Zhu.(2020).The Impact of COVID-19 Epidemic Declaration on Psychological Consequences: A Study on Active Weibo Users.International journal of environmental research and public health,17(6),1-9. |
MLA | Sijia Li,et al."The Impact of COVID-19 Epidemic Declaration on Psychological Consequences: A Study on Active Weibo Users".International journal of environmental research and public health 17.6(2020):1-9. |
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The Impact of COVID-(592KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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