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Wadhar SB, Shahani R, Zhou R, Siddiquei AN, Ye Q, Asmi F. What Factors Will Influence Chinese International Traveling for Leisure in the Post-COVID-19 Era: Role of Health Priorities and Health-Related Information Literacy. Healthcare (Basel) 2023; 11:healthcare11030315. [PMID: 36766891 PMCID: PMC9914121 DOI: 10.3390/healthcare11030315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 01/02/2023] [Accepted: 01/13/2023] [Indexed: 01/24/2023] Open
Abstract
China used to be the world's leading nation in terms of international (outward) tourism till the COVID-19 outbreak. However, due to the COVID-19 crisis, several new macro and micro-level factors might affect their international (outward) traveling behavior. The purpose of the current research was to examine the avoidance of international traveling for leisure in the Chinese population. The goal of the study was to highlight the importance of information self-efficacy and digital literacy as the key factors influencing tourists' traveling readiness. To achieve the goal, the study adapted the quantitative instruments from existing sources to map media exhaustion, information overload, and perceived health concerns, i.e., perceived effectiveness of health-protective measures, fear of new possible outbreaks, and pandemic crisis at source and destination. Chinese citizens' opinions were collected during the third quarter of the year 2022. Specifically, the quantitative survey from China collected a total number of 1308 respondents. This study used the statistical analysis software SPSS to analyze collected data. The findings conclude that the role of media is pivotal to shaping and predicting future trends in tourism preferences, perception of protective measures against COVID-19, and perceived seriousness of the pandemic crisis in the Chinese population. In addition, technology readiness (as hard self-efficacy) and health-related information literacy (soft self-efficacy) are critical to cope with the dark aspects of information exhaustion, overload, and pandemic seriousness in the post-truth era. The study is unique, as it examines the role of the seriousness of the pandemic at its source and destination and fear of new outbreaks simultaneously, underlining the potential future of immersive tourism (i.e., virtual reality, augmented reality, or mixed reality-based tourism). This study has drawn interesting theoretical and practical implications for researchers, policymakers, and academicians.
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Affiliation(s)
- Saba Batool Wadhar
- Department of Science Communication, University of Science and Technology of China, Hefei 230026, China
| | - Riffat Shahani
- Department of Science Communication, University of Science and Technology of China, Hefei 230026, China
| | - Rongting Zhou
- Department of Science Communication, University of Science and Technology of China, Hefei 230026, China
- Correspondence: (R.Z.); (Q.Y.); (F.A.)
| | | | - Qing Ye
- Department of Science Communication, University of Science and Technology of China, Hefei 230026, China
- Department of Economic Management, College of Information Engineering, Fuyang Normal University, Fuyang 236037, China
- Correspondence: (R.Z.); (Q.Y.); (F.A.)
| | - Fahad Asmi
- Department of Science Communication, University of Science and Technology of China, Hefei 230026, China
- Correspondence: (R.Z.); (Q.Y.); (F.A.)
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Shahani R, Asmi F, Ma J, Zawar A, Rufai OH, Muhideen S, Amosun TS, Jianxun C. How cyberchondria and decision self-efficacy shapes the acceptability of COVID-19 vaccine: A gender-based comparison. Digit Health 2023; 9:20552076231185430. [PMID: 37744744 PMCID: PMC10515538 DOI: 10.1177/20552076231185430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Accepted: 06/14/2023] [Indexed: 09/26/2023] Open
Abstract
Objective Alarmingly, the individuals' reach and coverage to get vaccinated in developing regions during the pandemic is a massive challenge for concerned authorities. This study aimed to demonstrate how cyberchondria play a significant role in a classical health belief model. Cyberchondria may influence cognitive factors (e.g. self-efficacy), which may contribute to an increase in attitude-behavior gap. Especially in the context of a health-centric scenario, it may discourage individuals to take protective measures. Method By using the cross-sectional research design, the authors conducted a quantitative survey in Pakistan and collected 563 responses from 303 male respondents (rural = 91; urban = 212) with (Urban M:35.5, standard deviation (SD):13.4) and rural M:37.5, SD:8.4). Result The findings indicate that decision self-efficacy among males is stronger than that in females. It dominates other determinants, which can dampen the individuals' intentions to get vaccinated. For instance, the effect of conspiracies and perceived seriousness was noted nonsignificant and weak. In females, perceived seriousness was stronger determinant than in males. In addition, the negative effect of decision self-efficacy was noted in the case of females, and conspiracy and cyberchondria had a negative role. Conclusion This study highlights valuable implications for future research in infodemic, health communication and health literacy, and practical implications for regulatory bodies and public administration.
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Affiliation(s)
- Riffat Shahani
- University of Science and Technology of China, Hefei, Anhui, China
| | - Fahad Asmi
- University of Science and Technology of China, Hefei, Anhui, China
| | - Jin Ma
- Hefei First People's Hospital, the Third Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Asma Zawar
- University of Science and Technology of China, Hefei, Anhui, China
| | | | - Sayibu Muhideen
- University of Science and Technology of China, Hefei, Anhui, China
| | | | - Chu Jianxun
- University of Science and Technology of China, Hefei, Anhui, China
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Bahri N, Mardani F, Sharifi N, Dashti S. Predicting factors for breast cancer screening in Middle Eastern women based on health belief model: a systematic review. J Egypt Natl Canc Inst 2022; 34:50. [DOI: 10.1186/s43046-022-00150-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Accepted: 09/14/2022] [Indexed: 12/05/2022] Open
Abstract
Abstract
Background
Breast cancer screening can reduce mortality and improve the quality of life in affected women. The present study aimed to determine the predictive factors of breast cancer screening in Iranian women based on the health belief model (HBM).
Methods
This review was conducted by searching electronic databases of Google Scholar; electronic databases, including Scopus, PubMed/MEDLINE, Cochrane Library, Web of Science, ProQuest, Embase, and Google scholar Magiran; and SID with the English keywords of “breast cancer,” “mammography,” “health belief model,” and “breast self-exam” and the equivalent Persian keywords. The results were evaluated based on the health belief model (HBM) constructs. Articles were evaluated for quality and the findings were extracted and reviewed.
Results
A total of 8 relevant articles were selected for review. Women’s awareness of breast cancer screening methods was moderate in two studies and poor in two other studies. Among the constructs of HBM, knowledge, perceived susceptibility, perceived severity, perceived benefits, and action plan were poor in the majority of the studies, while perceived barriers, cues to action, and self-efficacy were mainly good.
Conclusion
Considering the observed weakness of many HBM constructs, it is recommended that special attention be given to all HBM constructs in implementing HBM-based education programs.
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Selerio E, Caladcad JA, Catamco MR, Capinpin EM, Ocampo L. Emergency preparedness during the COVID-19 pandemic: Modelling the roles of social media with fuzzy DEMATEL and analytic network process. SOCIO-ECONOMIC PLANNING SCIENCES 2022; 82:101217. [PMID: 35001981 PMCID: PMC8717944 DOI: 10.1016/j.seps.2021.101217] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2020] [Revised: 11/14/2021] [Accepted: 12/16/2021] [Indexed: 06/02/2023]
Abstract
While the utility of social media has been widely recognized in the current literature, minimal effort has been made to further the analysis of their roles on disruptive events, such as the COVID-19 pandemic. To address this gap, this work comprehensively identifies the 16 prevalent social media roles in disaster preparedness during the COVID-19 pandemic. Furthermore, an integrated fuzzy decision-making trial and evaluation laboratory (FDEMATEL) and analytic network process (ANP), hereby termed the FDANP methodology, is used to perform the causal analysis of social media roles and to systemically measure the priority of these roles in emergency preparedness. Among the identified roles, those considered top priority are social media roles concerned with the facilitation of public health policy development, prevention of misinformation, and management of public behavior and response. These results were found to be robust, as evidenced by the sensitivity analysis. The implications of these findings were also detailed in this work in the context of a developing country.
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Affiliation(s)
- Egberto Selerio
- Center for Applied Mathematics and Operations Research, Cebu Technological University, Corner M.J. Cuenco Ave. & R. Palma St., Cebu City, 6000, Philippines
- Department of Industrial Engineering, University of San Carlos, Cebu City, 6000, Philippines
- Department of Industrial Engineering, University of San Jose-Recoletos, Cebu City, 6000, Philippines
| | - June Anne Caladcad
- Department of Industrial Engineering, University of San Carlos, Cebu City, 6000, Philippines
| | - Mary Rose Catamco
- Functional Services Operations, Excelym IT Solutions Inc., Cebu City, 6000, Philippines
| | - Esehl May Capinpin
- Business Process Department, Beneluxe Corporation, Seno St., Mandaue City, 6014, Philippines
| | - Lanndon Ocampo
- Center for Applied Mathematics and Operations Research, Cebu Technological University, Corner M.J. Cuenco Ave. & R. Palma St., Cebu City, 6000, Philippines
- Department of Industrial Engineering, Cebu Technological University, Corner M.J. Cuenco Ave. & R. Palma St., Cebu City, 6000, Philippines
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5
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Borah P, Lorenzano K, Vishnevskaya A, Austin E. Conservative Media Use and COVID-19 Related Behavior: The Moderating Role of Media Literacy Variables. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:7572. [PMID: 35805227 PMCID: PMC9265742 DOI: 10.3390/ijerph19137572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 06/15/2022] [Accepted: 06/18/2022] [Indexed: 12/04/2022]
Abstract
At the start of the COVID-19 pandemic, there was no vaccine to cure or slow its impact due to the novelty of the virus, nor were there were any other standardized measures to handle its spread. Yet, despite the detrimental consequences of the pandemic and its impact on people's lives, the behavior of individuals to combat the pandemic was not necessarily consistent with official guidelines. To make things worse, the pandemic was highly politicized in countries such as the U.S. With a help of a national survey from the U.S., we examine the associations between media literacy variables and willingness to perform recommended COVID-19 related health behavior. Moreover, we also examine the moderating role of conservative media use in this relationship. Our findings show that conservative media use was negatively associated with these protective behaviors, and that both media literacy variables were positively related with willingness to perform recommended COVID-19 related health behavior. Our results show that media literacy can mitigate some of the impact of conservative media use on individuals. Our findings help understand the complexity of protective behavior against the virus during a highly politicized pandemic.
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Affiliation(s)
- Porismita Borah
- Edward R. Murrow College of Communication, Washington State University, Pullman, WA 99163, USA; (A.V.); (E.A.)
| | - Kyle Lorenzano
- School of Communication, Film and Media, University of West Georgia, Carrollton, GA 30118, USA;
| | - Anastasia Vishnevskaya
- Edward R. Murrow College of Communication, Washington State University, Pullman, WA 99163, USA; (A.V.); (E.A.)
| | - Erica Austin
- Edward R. Murrow College of Communication, Washington State University, Pullman, WA 99163, USA; (A.V.); (E.A.)
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6
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Weng Y, Pasha AT, Malik MS, Farooq MU, Hussain S. How External Environment and Altruistic Traits Drive Eco-Centric Entrepreneurial Intention Among Youth in the Post-COVID-19 Era? Front Psychol 2022; 13:817619. [PMID: 35592148 PMCID: PMC9110856 DOI: 10.3389/fpsyg.2022.817619] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 03/07/2022] [Indexed: 11/25/2022] Open
Abstract
Green entrepreneurship is a recent business phenomenon that is related to ecological issues. In the time of COVID-19, every business entity is looking for a unique way to be more resilient and noticeable. In this regard, green entrepreneurs hold the potential to manage scarce resources, fulfill social responsibility, and put forward the solution to environmental degradation in the new normal of the post-COVID-19 era. The current venture investigated the opportunity recognition and readiness behavior to execute green entrepreneurship intentions during the post-COVID-19 situation (specifically by underlining the role of market orientation). The present model examined the institutional theory. It put forward the opportunity recognition behavior in the post-COVID-19 era, which can improve youth readiness to opt for green entrepreneurship. The study collected data from 196 university graduate students via online sources by using purposive sampling. The study found that the proposed hypothesis has been proved significant while defining green entrepreneurial intentions. Particularly, the study showed that warm glow was the strongest factor to predict green entrepreneur intention. Moreover, this study can contribute to employing the institutional theory as a novel aspect in the academic sphere.
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Affiliation(s)
- Yudong Weng
- School of Economics, Jilin University, Changchun, China
| | - Ahmad Tisman Pasha
- Institute of Banking & Finance, Bahauddin Zakariya University, Multan, Pakistan
| | | | | | - Siraj Hussain
- Department of Sociology, Bahauddin Zakariya University, Multan, Pakistan
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7
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Huang H, Wang Y. How Flow Experience and Self-Efficacy Define Students' Online Learning Intentions: View From Task Technology Fit (Framework). Front Psychol 2022; 13:835328. [PMID: 35369249 PMCID: PMC8965651 DOI: 10.3389/fpsyg.2022.835328] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 02/07/2022] [Indexed: 12/02/2022] Open
Abstract
The ongoing pandemic has transformed communication modes globally. Especially in the case of higher education, where countermeasures against coronavirus disease 2019 (COVID-19) have affected students’ learning experience. This study emphasized the case of business simulation games, where critical factors were underlined to define learners’ intention to use an online learning environment through the lens of task technology fit (TTF) as a theoretical stance. This study considered the statistical analysis of 523 students who attended the business simulation module online at the tertiary level of education. Findings conclude that flow experience is the most critical factor to define learners’ perceived TTF in the case of an online learning experience. However, the learners’ self-efficacy is significant enough to map learners’ intentions to use an online environment for learning. The study discussed several theoretical and practical implications for learners’ educators and policymakers.
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Affiliation(s)
- Hai Huang
- School of Public Affairs, University of Science and Technology of China, Hefei, China.,Educational Training Center, Changzhou Liu Guojun Vocational Technology College, Changzhou, China
| | - Yong Wang
- School of Information Science and Technology, University of Science and Technology of China, Hefei, China
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8
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Why women avoid sexting: Mediating role of depression and guilt. CURRENT PSYCHOLOGY 2022. [DOI: 10.1007/s12144-022-02766-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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9
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Investigating e-Retailers’ Intentions to Adopt Cryptocurrency Considering the Mediation of Technostress and Technology Involvement. SUSTAINABILITY 2022. [DOI: 10.3390/su14020641] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Cryptocurrencies have transgressed ever-changing economic trends in the global economy, owing to their conveyance, security, trust, and the ability to make transactions without the aid of formal institutions and governing bodies. However, the adoption of cryptocurrency remains low among stakeholders, including e-retailers. Thus, the current work explores the intentions of e-retailers in the Asia and Pacific region to adopt cryptocurrencies. This study considers the TAM-based SOR, with a combination of non-cognitive attributes (compatibility and convenience) proposed as stimuli for e-retailers to adopt the examined cryptocurrencies. The findings indicate that the proposed non-cognitive attributes are critical in determining e-retailers’ technostress (emotional state). Moreover, it was found that technostress among e-retailers profoundly impacts their intentions to adopt cryptocurrency in business settings. Meanwhile, regulatory support communication can be used to help regulatory bodies and governing institutions control the future economy worldwide. The proposed study offers significant theoretical and practical contributions through its investigation of e-retailers’ intentions to adopt cryptocurrency for the first time in the particular context of technostress and regulatory support.
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10
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Ye Q, Asmi F, Anwar MA, Zhou R, Siddiquei AN. Health concerns among waste collectors during pandemic crisis. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:6463-6478. [PMID: 34453243 PMCID: PMC8396142 DOI: 10.1007/s11356-021-16071-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 08/17/2021] [Indexed: 06/13/2023]
Abstract
The COVID-19 pandemic has negatively affected the economic, social, and psychological aspects globally. COVID-19 can possibly spread through municipal solid waste (MSW) if it is collected, bagged, transported, and disposed inappropriately. Such situation has posed significant challenges to MSW management (MSWM), which has led waste personnel under massive pressure. This study aims to examine the health-protective behavior of sanitation workers/MSW collectors (MSWCs) during the COVID-19 crisis. Quantitative data were collected by using a self-administered survey from 418 MSWCs working in Mainland China. The study extended the traditional health-belief model and proposed education and training as a facet of the behavioral model. Result showed that education and training were a significant predictor of health-protective behavior. Moreover, the moderating incremental influence of regulative assistance significantly affected the behavioral mapping of MSWCs. This study contributes to the literature by mapping the concerns, risks, and challenges experienced by MSWCs in times of a health crisis. Policymakers should specially consider the safety and hygiene concerns of frontline workforce in the whole chain of waste management (including the outsourced operations of MSWM). Lastly, the adoption of smart communication with the frontline workforce (i.e., MSWCs) is in dire need to maintain trust and avoid rumors and misconceptions during the time of a pandemic situation.
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Affiliation(s)
- Qing Ye
- University of Science and Technology of China, Hefei, Anhui, China
- Fuyang Normal University, Fuyang, China
- Key Laboratory of Immersive Media Technology (Wanxin Media), Ministry of Culture and Tourism, Hefei, Anhui, China
| | - Fahad Asmi
- University of Science and Technology of China, Hefei, Anhui, China.
| | - Muhammad Azfar Anwar
- Shenzhen University, Shenzhen, China.
- COMSATS University Islamabad, Vehari, Pakistan.
| | - Rongting Zhou
- University of Science and Technology of China, Hefei, Anhui, China
- Key Laboratory of Immersive Media Technology (Wanxin Media), Ministry of Culture and Tourism, Hefei, Anhui, China
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11
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Khanam L, Sorwar G, Mahfuz MA. Antecedents of self-protective behavior during the COVID-19 pandemic in Bangladesh. WHO South East Asia J Public Health 2022; 11:32-41. [PMID: 36308271 DOI: 10.4103/who-seajph.who-seajph_172_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
CONTEXT Self-protective behavior (SPB) plays a significant role in controlling the spread of infection of a pandemic like coronavirus disease (COVID-19). Little research has been conducted to examine critical factors influencing SPB, especially in a developing country like Bangladesh. AIMS This study aimed to develop and test a theoretical model based on the extended information-motivation-behavior (IMB) skills model to investigate factors associated with SPB among Bangladeshi people. METHODS An online, cross-sectional survey was conducted on Bangladesh citizens (18 years and older) from June 1 and July 31, 2020. A total of 459 responses were used to assess the proposed model's overall fit and test the hypothesized relationships among the model constructs. STATISTICAL ANALYSIS USED The data were analyzed using partial least squares structural equation modeling to identify relationships among model variables. RESULTS Health information-seeking behavior, health motivation, self-efficacy, and health consciousness (HC) (P < 0.05) had a significant impact on SPB among Bangladeshi people. The results identified the consequences of various degrees of HC on SPB in the COVID-19 outbreak. CONCLUSIONS This study confirms the IMB model's applicability for analyzing SPB among people in developing countries like Bangladesh. The findings of this study could guide policymakers to develop and implement targeted strategies to ensure timely and transparent information for motivating people to improve SPB during the COVID-19 and in case of a future outbreak of an epidemic.
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Affiliation(s)
- Liza Khanam
- Department of Management, Jagannath University, Dhaka, Bangladesh
| | - Golam Sorwar
- School of Science and Engineering, Faculty of Science and Engineering, Southern Cross University, Bilinga, Australia
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12
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Chiang YC, Chu M, Lin S, Cai X, Chen Q, Wang H, Li A, Rui J, Zhang X, Xie F, Lee CY, Chen T. Capturing the Trajectory of Psychological Status and Analyzing Online Public Reactions During the Coronavirus Disease 2019 Pandemic Through Weibo Posts in China. Front Psychol 2021; 12:744691. [PMID: 34659064 PMCID: PMC8511417 DOI: 10.3389/fpsyg.2021.744691] [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: 07/20/2021] [Accepted: 08/25/2021] [Indexed: 12/23/2022] Open
Abstract
When a major, sudden infectious disease occurs, people tend to react emotionally and display reactions such as tension, anxiety, fear, depression, and somatization symptoms. Social media played a substantial awareness role in developing countries during the outbreak of coronavirus disease 2019 (COVID-19). This study aimed to analyze public opinion regarding COVID-19 and to explore the trajectory of psychological status and online public reactions to the COVID-19 pandemic by examining online content from Weibo in China. This study consisted of three steps: first, Weibo posts created during the pandemic were collected and preprocessed on a large scale; second, public sentiment orientation was classified as "optimistic/pessimistic/neutral" orientation via natural language processing and manual determination procedures; and third, qualitative and quantitative analyses were conducted to reveal the trajectory of public psychological status and online public reactions during the COVID-19 pandemic. Public psychological status differed in different periods of the pandemic (from December 2019 to May 2020). The newly confirmed cases had an almost 1-month lagged effect on public psychological status. Among the 15 events with high impact indexes or related to government decisions, there were 10 optimism orientation > pessimism orientation (OP) events (2/3) and 5 pessimism orientation > optimism orientation (PO) events (1/3). Among the top two OP events, the high-frequency words were "race against time" and "support," while in the top two PO events, the high-frequency words were "irrationally purchase" and "pass away." We proposed a hypothesis that people developed negative self-perception when they received PO events, but their cognition was developed by how these external stimuli were processed and evaluated. These results offer implications for public health policymakers on understanding public psychological status from social media. This study demonstrates the benefits of promoting psychological healthcare and hygiene activity in the early period and improving risk perception for the public based on public opinion and the coping abilities of people. Health managers should focus on disseminating socially oriented strategies to improve the policy literacy of Internet users, thereby facilitating the disease prevention work for the COVID-19 pandemic and other major public events.
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Affiliation(s)
- Yi-Chen Chiang
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China
| | - Meijie Chu
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China
| | - Shengnan Lin
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China
| | - Xinlan Cai
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China
| | - Qing Chen
- Nanjing Terlton Information Technology Co. Ltd., Nanjing, China
| | - Hongshuai Wang
- Beijing Hongbo Zhiwei Technology Co. Ltd., Beijing, China
| | - An Li
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China
| | - Jia Rui
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China
| | - Xiaoke Zhang
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China
| | - Fang Xie
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China
| | - Chun-Yang Lee
- School of International Business, Xiamen University Tan Kah Kee College, Zhangzhou, China
| | - Tianmu Chen
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China
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