COVID-19;
cultural difference;
emotion;
individual difference;
personality;
sentiment analysis;
social media;
PERSONALITY;
DRIVEN;
D O I:
10.1111/spc3.12773
中图分类号:
B84 [心理学];
学科分类号:
04 ;
0402 ;
摘要:
Online public responses during crises provide a window into how people emotionally react to them. Capitalizing on the international nature of the COVID-19 pandemic, we performed cross-cultural examination of group and individual differences in public emotional responses. We collected 1,106,395 Weibo posts in Wuhan from July 2019 to June 2020 and 6,564,014 tweets in London from October 2019 to July 2020, and found that the public mood in both cities followed a similar pattern during the onset of the COVID-19 pandemic: a stage of plunging mood followed by a period of recovery. We further examined the relationship between individuals' personality and mood changes. Our results showed that in Wuhan, emotionally stable people experienced more dramatic mood changes, while in London, people high in agreeableness and conscientiousness were more negatively affected during the lockdown period. Based on our findings, we suggest effective crisis management strategies for both policymakers and individuals.
机构:
Chinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Dept Psychol, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Su, Yue
Xue, Jia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Factor Inwentash Fac Social Work, Toronto, ON M5S 1A1, Canada
Univ Toronto, Fac Informat, Toronto, ON M5S 1A1, CanadaChinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Xue, Jia
Liu, Xiaoqian
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Liu, Xiaoqian
Wu, Peijing
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Dept Psychol, Beijing 100049, Peoples R China
Beijing Univ Posts & Telecommun, Sch Comp, Beijing 100876, Peoples R ChinaChinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Wu, Peijing
Chen, Junxiang
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Sch Med, Pittsburgh, PA 15260 USAChinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Chen, Junxiang
Chen, Chen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Middleware Syst Res Grp, Toronto, ON M5S 1A1, CanadaChinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Chen, Chen
Liu, Tianli
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ, Inst Populat, Beijing 100871, Peoples R ChinaChinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Liu, Tianli
Gong, Weigang
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, Sch Sociol, Wuhan 430072, Peoples R ChinaChinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Gong, Weigang
Zhu, Tingshao
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Dept Psychol, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
机构:
Huaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R ChinaHuaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R China
Wang, Cuiyan
Pan, Riyu
论文数: 0引用数: 0
h-index: 0
机构:
Huaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R ChinaHuaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R China
Pan, Riyu
Wan, Xiaoyang
论文数: 0引用数: 0
h-index: 0
机构:
Huaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R ChinaHuaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R China
Wan, Xiaoyang
Tan, Yilin
论文数: 0引用数: 0
h-index: 0
机构:
Huaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R ChinaHuaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R China
Tan, Yilin
Xu, Linkang
论文数: 0引用数: 0
h-index: 0
机构:
Huaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R ChinaHuaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R China
Xu, Linkang
Ho, Cyrus S.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Hlth Syst, Dept Psychol Med, Kent Ridge 119228, Singapore
Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Psychol Med, Kent Ridge 119228, SingaporeHuaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R China
Ho, Cyrus S.
Ho, Roger C.
论文数: 0引用数: 0
h-index: 0
机构:
Huaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R China
Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Psychol Med, Kent Ridge 119228, Singapore
Natl Univ Singapore, Inst Hlth Innovat & Technol iHealthtech, Kent Ridge 119228, SingaporeHuaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R China
机构:
Univ Macau, Unit Psychiat, Inst Translat Med, Fac Hlth Sci, Macau, Peoples R China
Univ Macau, Ctr Cognit & Brain Sci, Macau, Peoples R ChinaUniv Macau, Unit Psychiat, Inst Translat Med, Fac Hlth Sci, Macau, Peoples R China
Xiang, Yu-Tao
Yang, Yuan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Macau, Unit Psychiat, Inst Translat Med, Fac Hlth Sci, Macau, Peoples R China
Univ Macau, Ctr Cognit & Brain Sci, Macau, Peoples R China
Southern Med Univ, Nanfang Hosp, Dept Psychiat, Guangzhou, Guangdong, Peoples R China
Guangdong Hong Kong Macao Greater Bay Area Ctr Br, Guangzhou, Guangdong, Peoples R ChinaUniv Macau, Unit Psychiat, Inst Translat Med, Fac Hlth Sci, Macau, Peoples R China
Yang, Yuan
Li, Wen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Macau, Unit Psychiat, Inst Translat Med, Fac Hlth Sci, Macau, Peoples R China
Univ Macau, Ctr Cognit & Brain Sci, Macau, Peoples R ChinaUniv Macau, Unit Psychiat, Inst Translat Med, Fac Hlth Sci, Macau, Peoples R China
Li, Wen
Zhang, Ling
论文数: 0引用数: 0
h-index: 0
机构:
Capital Med Univ, Natl Clin Res Ctr Mental Disorders, Beijing, Peoples R China
Capital Med Univ, Beijing Key Lab Mental Disorders, Beijing Anding Hosp, Beijing, Peoples R China
Capital Med Univ, Adv Innovat Ctr Human Brain Protect, Beijing, Peoples R ChinaUniv Macau, Unit Psychiat, Inst Translat Med, Fac Hlth Sci, Macau, Peoples R China
Zhang, Ling
Zhang, Qinge
论文数: 0引用数: 0
h-index: 0
机构:
Capital Med Univ, Natl Clin Res Ctr Mental Disorders, Beijing, Peoples R China
Capital Med Univ, Beijing Key Lab Mental Disorders, Beijing Anding Hosp, Beijing, Peoples R China
Capital Med Univ, Adv Innovat Ctr Human Brain Protect, Beijing, Peoples R ChinaUniv Macau, Unit Psychiat, Inst Translat Med, Fac Hlth Sci, Macau, Peoples R China
Zhang, Qinge
Cheung, Teris
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Sch Nursing, Hong Kong, Peoples R ChinaUniv Macau, Unit Psychiat, Inst Translat Med, Fac Hlth Sci, Macau, Peoples R China
Cheung, Teris
Ng, Chee H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Melbourne, Melbourne Clin, Richmond, Vic, Australia
Univ Melbourne, St Vincents Hosp, Richmond, Vic, AustraliaUniv Macau, Unit Psychiat, Inst Translat Med, Fac Hlth Sci, Macau, Peoples R China
Ng, Chee H.
[J].
LANCET PSYCHIATRY,
2020,
7
(03):
: 228
-
229
[27]
Zeileis A., 2002, J STAT SOFTW, V7, P1, DOI DOI 10.18637/JSS.V007.I02
机构:
Chinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Dept Psychol, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Su, Yue
Xue, Jia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Factor Inwentash Fac Social Work, Toronto, ON M5S 1A1, Canada
Univ Toronto, Fac Informat, Toronto, ON M5S 1A1, CanadaChinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Xue, Jia
Liu, Xiaoqian
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Liu, Xiaoqian
Wu, Peijing
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Dept Psychol, Beijing 100049, Peoples R China
Beijing Univ Posts & Telecommun, Sch Comp, Beijing 100876, Peoples R ChinaChinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Wu, Peijing
Chen, Junxiang
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Sch Med, Pittsburgh, PA 15260 USAChinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Chen, Junxiang
Chen, Chen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Middleware Syst Res Grp, Toronto, ON M5S 1A1, CanadaChinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Chen, Chen
Liu, Tianli
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ, Inst Populat, Beijing 100871, Peoples R ChinaChinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Liu, Tianli
Gong, Weigang
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, Sch Sociol, Wuhan 430072, Peoples R ChinaChinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Gong, Weigang
Zhu, Tingshao
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Dept Psychol, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing 100101, Peoples R China
机构:
Huaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R ChinaHuaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R China
Wang, Cuiyan
Pan, Riyu
论文数: 0引用数: 0
h-index: 0
机构:
Huaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R ChinaHuaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R China
Pan, Riyu
Wan, Xiaoyang
论文数: 0引用数: 0
h-index: 0
机构:
Huaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R ChinaHuaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R China
Wan, Xiaoyang
Tan, Yilin
论文数: 0引用数: 0
h-index: 0
机构:
Huaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R ChinaHuaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R China
Tan, Yilin
Xu, Linkang
论文数: 0引用数: 0
h-index: 0
机构:
Huaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R ChinaHuaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R China
Xu, Linkang
Ho, Cyrus S.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Hlth Syst, Dept Psychol Med, Kent Ridge 119228, Singapore
Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Psychol Med, Kent Ridge 119228, SingaporeHuaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R China
Ho, Cyrus S.
Ho, Roger C.
论文数: 0引用数: 0
h-index: 0
机构:
Huaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R China
Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Psychol Med, Kent Ridge 119228, Singapore
Natl Univ Singapore, Inst Hlth Innovat & Technol iHealthtech, Kent Ridge 119228, SingaporeHuaibei Normal Univ, Inst Cognit Neurosci, Fac Educ, Huaibei 235000, Peoples R China
机构:
Univ Macau, Unit Psychiat, Inst Translat Med, Fac Hlth Sci, Macau, Peoples R China
Univ Macau, Ctr Cognit & Brain Sci, Macau, Peoples R ChinaUniv Macau, Unit Psychiat, Inst Translat Med, Fac Hlth Sci, Macau, Peoples R China
Xiang, Yu-Tao
Yang, Yuan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Macau, Unit Psychiat, Inst Translat Med, Fac Hlth Sci, Macau, Peoples R China
Univ Macau, Ctr Cognit & Brain Sci, Macau, Peoples R China
Southern Med Univ, Nanfang Hosp, Dept Psychiat, Guangzhou, Guangdong, Peoples R China
Guangdong Hong Kong Macao Greater Bay Area Ctr Br, Guangzhou, Guangdong, Peoples R ChinaUniv Macau, Unit Psychiat, Inst Translat Med, Fac Hlth Sci, Macau, Peoples R China
Yang, Yuan
Li, Wen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Macau, Unit Psychiat, Inst Translat Med, Fac Hlth Sci, Macau, Peoples R China
Univ Macau, Ctr Cognit & Brain Sci, Macau, Peoples R ChinaUniv Macau, Unit Psychiat, Inst Translat Med, Fac Hlth Sci, Macau, Peoples R China
Li, Wen
Zhang, Ling
论文数: 0引用数: 0
h-index: 0
机构:
Capital Med Univ, Natl Clin Res Ctr Mental Disorders, Beijing, Peoples R China
Capital Med Univ, Beijing Key Lab Mental Disorders, Beijing Anding Hosp, Beijing, Peoples R China
Capital Med Univ, Adv Innovat Ctr Human Brain Protect, Beijing, Peoples R ChinaUniv Macau, Unit Psychiat, Inst Translat Med, Fac Hlth Sci, Macau, Peoples R China
Zhang, Ling
Zhang, Qinge
论文数: 0引用数: 0
h-index: 0
机构:
Capital Med Univ, Natl Clin Res Ctr Mental Disorders, Beijing, Peoples R China
Capital Med Univ, Beijing Key Lab Mental Disorders, Beijing Anding Hosp, Beijing, Peoples R China
Capital Med Univ, Adv Innovat Ctr Human Brain Protect, Beijing, Peoples R ChinaUniv Macau, Unit Psychiat, Inst Translat Med, Fac Hlth Sci, Macau, Peoples R China
Zhang, Qinge
Cheung, Teris
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Sch Nursing, Hong Kong, Peoples R ChinaUniv Macau, Unit Psychiat, Inst Translat Med, Fac Hlth Sci, Macau, Peoples R China
Cheung, Teris
Ng, Chee H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Melbourne, Melbourne Clin, Richmond, Vic, Australia
Univ Melbourne, St Vincents Hosp, Richmond, Vic, AustraliaUniv Macau, Unit Psychiat, Inst Translat Med, Fac Hlth Sci, Macau, Peoples R China
Ng, Chee H.
[J].
LANCET PSYCHIATRY,
2020,
7
(03):
: 228
-
229
[27]
Zeileis A., 2002, J STAT SOFTW, V7, P1, DOI DOI 10.18637/JSS.V007.I02