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Yang SW, Xu MX, Kuang Y, Ding Y, Lin YX, Wang F, Rao LL, Zheng R, Li S. An Agenda-Setting Account for Psychological Typhoon Eye Effect on Responses to the Outbreak of COVID-19 in Wuhan. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:4350. [PMID: 36901362 PMCID: PMC10001814 DOI: 10.3390/ijerph20054350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 02/24/2023] [Accepted: 02/26/2023] [Indexed: 06/18/2023]
Abstract
During the outbreak of COVID-19 in Wuhan in 2020, we conducted a nationwide survey of 8170 respondents from 31 provinces/municipalities in China via Sojump to examine the relationship between the distance to respondents' city of residence from Wuhan and their safety concerns and risk perception of the epidemic that occurred in Wuhan City. We found that (1) the farther (psychologically or physically) people were from Wuhan, the more concerned they were with the safety of the epidemic risk in Wuhan, which we dubbed the psychological typhoon eye (PTE) effect on responses to the outbreak of COVID-19; (2) agenda setting can provide a principled account for such effect: the risk information proportion mediated the PTE effect. The theoretical and managerial implications for the PTE effect and public opinion disposal were discussed, and agenda setting was identified to be responsible for the preventable overestimated risk perception.
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Affiliation(s)
- Shu-Wen Yang
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Ming-Xing Xu
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China
- School of Transportation, Fujian University of Technology, Fuzhou 350108, China
| | - Yi Kuang
- Department of Psychology, Hubei University, Wuhan 430062, China
| | - Yang Ding
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yu-Xin Lin
- Department of Management and Organizations, Eller College of Management, University of Arizona, Tucson, AZ 85721, USA
| | - Fei Wang
- School of Journalism and Communication, Xiamen University, Xiamen 361005, China
| | - Li-Lin Rao
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Rui Zheng
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Shu Li
- Department of Psychology, University of Chinese Academy of Sciences, Beijing 100049, China
- Department of Psychology, School of Humanities and Social Sciences, Fuzhou University, Fuzhou 350108, China
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Zheng L, Cai J, Wang F, Ruan C, Xu M, Miao M. How Health-Related Misinformation Spreads Across the Internet: Evidence for the "Typhoon Eye" Effect. CYBERPSYCHOLOGY, BEHAVIOR AND SOCIAL NETWORKING 2022; 25:641-648. [PMID: 36099179 DOI: 10.1089/cyber.2022.0047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Online health-related misinformation has become a major problem in society and in-depth research is needed to understand its propagation patterns and underlying mechanisms. This study proposes a psychological typhoon eye effect to understand how health-related misinformation spreads during the pandemic using two national studies. In Study 1, we collected online search data from the United States and China to explore the relationship between the physical distance from the epicenter and the spread of health-related misinformation. Two common pieces of health-related misinformation were examined: "Microwaves kill coronavirus" in the United States and "Taking a hot bath can prevent against COVID-19" in China. Our results indicated a "typhoon eye effect" in the spread of two actual pieces of health-related misinformation using online data from the United States and China. In Study 2, we fabricated a piece of health-related misinformation, "Wash Clothes with Salt Water to Block Infection," and measured the spread behavior and perceived credibility of the misinformation. Again, we observed a typhoon eye effect on the spread behavior as well as the perceived credibility of health-related misinformation among people with limited education. In addition, based on the stimulus-organism-response theory, perceived credibility could serve as a mediator in the relationship between physical distance from the epicenter and the spread of health-related misinformation. Our results highlight the importance of psychological approaches to understanding the propagation patterns of health-related misinformation. The present findings provide a new perspective for development of prevention and control strategies to reduce the spread of health-related misinformation during pandemics.
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Affiliation(s)
- Lei Zheng
- School of Economics and Management, Fuzhou University, Fuzhou, China
| | - Jincheng Cai
- School of Economics and Management, Fuzhou University, Fuzhou, China
| | - Fang Wang
- College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou, China
| | - Chenhan Ruan
- School of Management, Fujian Agricultural and Forestry University, Fuzhou, China
| | - Mingxing Xu
- School of Management, Fujian University of Technology, Fuzhou, China
| | - Miao Miao
- Department of Medical Psychology, School of Health Humanities, Peking University, Beijing, China
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Liu T, Li S, Qiao X, Song X. Longitudinal Change of Mental Health among Active Social Media Users in China during the COVID-19 Outbreak. Healthcare (Basel) 2021; 9:833. [PMID: 34356211 PMCID: PMC8303453 DOI: 10.3390/healthcare9070833] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 06/25/2021] [Accepted: 06/28/2021] [Indexed: 11/16/2022] Open
Abstract
During the COVID-19 pandemic, every day, updated case numbers and the lasting time of the pandemic became major concerns of people. We collected the online data (28 January to 7 March 2020 during the COVID-19 outbreak) of 16,453 social media users living in mainland China. Computerized machine learning models were developed to estimate their daily scores of the nine dimensions of the Symptom Checklist-90 (SCL-90). Repeated measures analysis of variance (ANOVA) was used to compare the SCL-90 dimension scores between Wuhan and non-Wuhan residents. Fixed effect models were used to analyze the relation of the estimated SCL-90 scores with the daily reported cumulative case numbers and lasting time of the epidemic among Wuhan and non-Wuhan users. In non-Wuhan users, the estimated scores for all the SCL-90 dimensions significantly increased with the lasting time of the epidemic and the accumulation of cases, except for the interpersonal sensitivity dimension. In Wuhan users, although the estimated scores for all nine SCL-90 dimensions significantly increased with the cumulative case numbers, the magnitude of the changes was generally smaller than that in non-Wuhan users. The mental health of Chinese Weibo users was affected by the daily updated information on case numbers and the lasting time of the COVID-19 outbreak.
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Affiliation(s)
- Tianli Liu
- Institute of Population Research, Peking University, Beijing 100871, China; (X.Q.); (X.S.)
| | - Sijia Li
- Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China;
- Department of Psychology, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xiaochun Qiao
- Institute of Population Research, Peking University, Beijing 100871, China; (X.Q.); (X.S.)
| | - Xinming Song
- Institute of Population Research, Peking University, Beijing 100871, China; (X.Q.); (X.S.)
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Kuang Y, Xu MX, Yang SW, Ding Y, Zheng R, Taplin J, Li S. Which Information Frame is Best for Reporting News on the COVID-19 Pandemic? An Online Questionnaire Study in China. Psychol Res Behav Manag 2021; 14:563-574. [PMID: 34040461 PMCID: PMC8139850 DOI: 10.2147/prbm.s309146] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 04/24/2021] [Indexed: 11/23/2022] Open
Abstract
INTRODUCTION The COVID-19 pandemic has received broad public attention and has been subject to social media discussion since the beginning of 2020. Previous research has demonstrated that framing could influence perception and behaviors of audience members in the mass media. The question addressed in this paper concerns which information frame is best for reporting negative news (eg, deaths) and positive news (eg, recoveries or cures) related to the outbreak of COVID-19. METHODS During the Spring Festival holidays of 2020 in China, we investigated a sample of 8170 participants' risk perceptions and emotional responses to the pandemic, and their willingness to forward updates when the information is presented in different frames by using a 2 (domain: living [good news] vs dying [bad news]) × 2 (count: absolute vs relative) × 2 (population base: excluding population base vs including population base) × 2 (content: text-only vs text-plus-graphic) mixed factorial design, with the first factor being a within-subjects factor and the last three being between-subjects factors. RESULTS Results indicated that (1) participants were more willing to forward good news (eg, cures) than bad news (eg, deaths); (2) when reporting bad news, the inclusion of the "population base" was effective in minimizing negative emotions; (3) when reporting good news, excluding the "population base" was more effective than including it in order to maximize positive emotions; (4) a text-plus-graphic frame worked better than a text-only frame in lowering the level of risk perception and negative emotions. DISCUSSION This study is relevant to how individuals and organizations communicate information about this viral pandemic and the probable impact of this news on the general public.
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Affiliation(s)
- Yi Kuang
- CAS Key Laboratory of Behavioural Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, People’s Republic of China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, 100049, People’s Republic of China
| | - Ming-Xing Xu
- CAS Key Laboratory of Behavioural Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, People’s Republic of China
- School of Transportation, Fujian University of Technology, Fuzhou, 350118, People’s Republic of China
| | - Shu-Wen Yang
- CAS Key Laboratory of Behavioural Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, People’s Republic of China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, 100049, People’s Republic of China
| | - Yang Ding
- CAS Key Laboratory of Behavioural Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, People’s Republic of China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, 100049, People’s Republic of China
| | - Rui Zheng
- CAS Key Laboratory of Behavioural Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, People’s Republic of China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, 100049, People’s Republic of China
| | - John Taplin
- School of Psychology, University of Adelaide, Adelaide, SA, 5005, Australia
| | - Shu Li
- CAS Key Laboratory of Behavioural Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, People’s Republic of China
- Department of Psychology and Behavioral Sciences, Zhejiang University, Hangzhou, 310058, People's Republic of China
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Abstract
Terrorist attacks can occur anywhere. As the threat of terrorism develops, the China-Eurasia Expo held in Ürümqi, China is attracting fewer potential visitors. A nationwide survey of 2034 residents from 31 provinces and municipalities in China was conducted to examine the relation between the distance to respondents’ city of residence from Ürümqi and their levels of concern for safety and security concerning the Expo. The two were found to be positively related: the closer the respondents lived to Ürümqi, the less concerned they were with the safety and security of the Expo. This is consistent with the “psychological typhoon eye” effect, which states that people living closer to the center of an unfortunate event (whether natural or man-made hazards) are less concerned with the event’s negative consequences. This effect appears to hold for terrorism. There are implications of this finding for international counter-terrorism practice, tourism, and research.
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Zhao C, Shen S, Rao L, Zheng R, Liu H, Li S. Suffering a Loss Is Good Fortune: Myth or Reality? JOURNAL OF BEHAVIORAL DECISION MAKING 2018; 31:324-340. [PMID: 30008514 PMCID: PMC6033005 DOI: 10.1002/bdm.2056] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2016] [Revised: 09/19/2017] [Accepted: 09/23/2017] [Indexed: 11/15/2022]
Abstract
We sometimes decide to take an offered option that results in apparent loss (e.g., unpaid overtime). Mainstream decision theory does not predict or explain this as a choice we want to make, whereas such a choice has long been described and highly regarded by the traditional Chinese dogma "" (suffering a loss is good fortune). To explore what makes the dogma work, we developed a celebrity anecdote-based scale to measure "Chikui" (suffering a loss) likelihood and found that:(i) people with higher scores on the Chikui Likelihood Scale (CLS) were more likely to report higher scores on subjective well-being and the Socioeconomic Index for the present and (ii) the current Socioeconomic Index could be positively predicted not only by current CLS scores but also by retrospective CLS scores recalled for the past, and the predictive effect was enhanced with increasing time intervals. Our findings suggest that "suffering a loss is good fortune" is not a myth but a certain reality.
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Affiliation(s)
- Cui‐Xia Zhao
- School of PsychologyShandong Normal UniversityJinanChina
| | - Si‐Chu Shen
- CAS Key Laboratory of Behavioral ScienceInstitute of Psychology, Chinese Academy of SciencesBeijingChina
- Department of PsychologyUniversity of Chinese Academy of SciencesBeijingChina
| | - Li‐Lin Rao
- CAS Key Laboratory of Behavioral ScienceInstitute of Psychology, Chinese Academy of SciencesBeijingChina
- Department of PsychologyUniversity of Chinese Academy of SciencesBeijingChina
| | - Rui Zheng
- CAS Key Laboratory of Behavioral ScienceInstitute of Psychology, Chinese Academy of SciencesBeijingChina
- Department of PsychologyUniversity of Chinese Academy of SciencesBeijingChina
| | - Huan Liu
- CAS Key Laboratory of Behavioral ScienceInstitute of Psychology, Chinese Academy of SciencesBeijingChina
- Department of PsychologyUniversity of Chinese Academy of SciencesBeijingChina
- Centre for Mental HealthNanchang UniversityNanchangChina
| | - Shu Li
- CAS Key Laboratory of Behavioral ScienceInstitute of Psychology, Chinese Academy of SciencesBeijingChina
- Department of PsychologyUniversity of Chinese Academy of SciencesBeijingChina
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