Media use and acute psychological outcomes during COVID-19 outbreak in China
Open accessAbstract
The COVID-19 outbreak in China led to an extraordinary threat to public health and wellbeing. This study examined the psychological impact of media use among people indirectly exposed to the disease during the initial phase of the outbreak. We conducted an internet-based survey on January 28, 2020 (one week after the official declaration of person-to-person transmission of the coronavirus). Media use (media forms, content of media exposure, and media engagement) related to the outbreak and psychological outcomes (positive and negative affect, anxiety, depression, and stress) of 917 Chinese adults was assessed. A series of multivariable regressions were conducted. The results showed that use of new media, rather than traditional media, was significantly associated with more negative affect, depression, anxiety, and stress. Viewing stressful content (i.e., severity of the outbreak, reports from hospital) was associated with more negative affect and depression. Media engagement was also associated with more negative affect, anxiety, and stress. However, viewing heroic acts, speeches from experts, and knowledge of the disease and prevention were associated with more positive affect and less depression. The study suggested new media use and more media engagement was associated with negative psychological outcomes, while certain media content was associated with positive psychological impact. The present study highlights the need for timely public health communication from official sources and suggests that reduced exposure to new media may be beneficial.
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Receiving information from health professionals or other experts was not associated with negative mental health consequences.
“In contrast, receiving information from health professionals or other experts was not associated with negative mental health consequences (Ko et al., 2020; Chao et al., 2020).”
From Lockdown, quarantine measures, and social distancing: Associations with depression, anxiety and distress at the beginning of the COVID-19 pandemic among adults from Germany (2020) · cites this paper as Chao et al., 2020
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Cites
Development and validation of brief measures of positive and negative affect: The PANAS scales.
Watson, D., Clark, L. A., & Tellegen, A. (1988) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.54.6.1063 · Cited by 32,433 · see citing works
Lovibond, P. F., & Lovibond, S. H. (1995) · Behaviour Research and Therapy · doi:10.1016/0005-7967(94)00075-u · Cited by 14,523 · see citing works
Henry, J. D., & Crawford, J. R. (2005) · British Journal of Clinical Psychology · doi:10.1348/014466505x29657 · Cited by 5,801 · see citing works
The Social Amplification of Risk: A Conceptual Framework
Kasperson, R. E., Renn, O., Slovic, P., Brown, H. S., Emel, J. L., Goble, R. L., Kasperson, J. X., & Ratick, S. J. (1988) · Risk Analysis · doi:10.1111/j.1539-6924.1988.tb01168.x · Cited by 3,689 · see citing works
Emotion Elicits the Social Sharing of Emotion: Theory and Empirical Review
Rimé, B. (2009) · Emotion Review · doi:10.1177/1754073908097189 · Cited by 1,546 · cited 1× · see citing works
“Audiences exposed to these messages are in turn expected to experience and share their own emotional responses (Rimé, 2009).”
Media’s role in broadcasting acute stress following the Boston Marathon bombings
Holman, E. A., Garfin, D. R., & Silver, R. C. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1316265110 · Cited by 513 · see citing works
Psychosocial effects of an Ebola outbreak at individual, community and international levels
Van Bortel, T., Basnayake, A., Wurie, F., Jambai, M., Koroma, A. S., Muana, A. T., Hann, K., Eaton, J., Martin, S., & Nellums, L. B. (2016) · Bulletin of the World Health Organization · doi:10.2471/blt.15.158543 · Cited by 471 · see citing works
Methodology Review: Evaluating Person Fit
Meijer, R. R., & Sijtsma, K. (2001) · Applied Psychological Measurement · doi:10.1177/01466210122031957 · Cited by 419 · see citing works
Familism and psychological health: The intervening role of closeness and social support.
Campos, B., Ullman, J. B., Aguilera, A., & Dunkel Schetter, C. (2014) · Cultural Diversity & Ethnic Minority Psychology · doi:10.1037/a0034094 · Cited by 377 · see citing works
Television Images and Psychological Symptoms after the September 11 Terrorist Attacks
Ahern, J., Galea, S., Resnick, H., Kilpatrick, D., Bucuvalas, M., Gold, J., & Vlahov, D. (2002) · Psychiatry: Interpersonal and Biological Processes · doi:10.1521/psyc.65.4.289.20240 · Cited by 363 · see citing works
Marshall, R. D., Bryant, R. A., Amsel, L., Suh, E. J., Cook, J. M., & Neria, Y. (2007) · American Psychologist · doi:10.1037/0003-066x.62.4.304 · Cited by 263 · see citing works
Applicability of the Positive and Negative Affect Scale in Chinese
Ting-zhong, Y. (2003) · Zhongguo xinli weisheng zazhi · Cited by 263 · see citing works
Psychometric properties of the Chinese versions of DASS-21 in Chinese college students.
Gong, X., Xie, X., Xu, R., & Luo, Y. (2010) · Zhongguo linchuang xinlixue zazhi · Cited by 262 · see citing works
Disaster Media Coverage and Psychological Outcomes: Descriptive Findings in the Extant Research
Pfefferbaum, B., Newman, E., Nelson, S. D., Nitiéma, P., Pfefferbaum, R. L., & Rahman, A. (2014) · Current Psychiatry Reports · doi:10.1007/s11920-014-0464-x · Cited by 230 · see citing works
The neural basis of flashback formation: the impact of viewing trauma
Bourne, C., Mackay, C. E., & Holmes, E. A. (2013) · Psychological Medicine · doi:10.1017/s0033291712002358 · Cited by 218 · see citing works
Media Exposure to Collective Trauma, Mental Health, and Functioning: Does It Matter What You See?
Holman, E. A., Garfin, D. R., Lubens, P., & Silver, R. C. (2019) · Clinical Psychological Science · doi:10.1177/2167702619858300 · Cited by 201 · see citing works
Responses to Media Coverage of Terrorism
Slone, M. (2000) · Journal of Conflict Resolution · doi:10.1177/0022002700044004005 · Cited by 192 · see citing works
The Conceptualization and Measurement of Diversity
McDonald, D. G., & Dimmick, J. W. (2003) · Communication Research · doi:10.1177/0093650202239026 · Cited by 190 · see citing works
Relationships among smartphone addiction, anxiety, and family relations
Hawi, N. S., & Samaha, M. (2017) · Behaviour & Information Technology · doi:10.1080/0144929x.2017.1336254 · Cited by 190 · see citing works
Neubaum, G., Rösner, L., Pütten, A. M. R.-V. D., & Krämer, N. C. (2014) · Computers in Human Behavior · doi:10.1016/j.chb.2014.01.021 · Cited by 163 · see citing works
Blog Functions as Risk and Crisis Communication During Hurricane Katrina
Macias, W., Hilyard, K. M., & Freimuth, V. S. (2009) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.2009.01490.x · Cited by 157 · see citing works
Media Exposure to September 11
Saylor, C. F., Cowart, B. L., Lipovsky, J. A., Jackson, C., & Finch, A. J., Jr. (2003) · American Behavioral Scientist · doi:10.1177/0002764203254619 · Cited by 135 · see citing works
Media Uses in Disaster Situations: A New Focus on the Impact Phase
Perez‐Lugo, M. (2004) · Sociological Inquiry · doi:10.1111/j.1475-682x.2004.00087.x · Cited by 134 · see citing works
The Role of Motivation and Media Involvement in Explaining Internet Dependency
Sun, S., RUBIN, A. M., & Haridakis, P. M. (2008) · Journal of Broadcasting & Electronic Media · doi:10.1080/08838150802205595 · Cited by 118 · see citing works
Using Social Media in Times of Crisis
Schroeder, A., Pennington-Gray, L. A., Donohoe, H., & Kiousis, S. K. (2013) · Journal of Travel & Tourism Marketing · doi:10.1080/10548408.2013.751271 · Cited by 115 · see citing works
Tandoc, E. C., & Takahashi, B. (2017) · New Media & Society · doi:10.1177/1461444816642755 · Cited by 103 · see citing works
Terrorist attacks and uncertainty reduction: media use after September 11
Lachlan, K. A., Spence, P. R., & Seeger, M. W. (2009) · Behavioral Sciences of Terrorism and Political Aggression · doi:10.1080/19434470902771683 · Cited by 102 · see citing works
Hall, B. J., Xiong, Y. X., Yip, P. S. Y., Lao, C. K., Shi, W., Sou, E. K. L., Chang, K., Wang, L., & Lam, A. I. F. (2019) · European Journal of Psychotraumatology · doi:10.1080/20008198.2018.1558709 · Cited by 102 · see citing works
Bodas, M., Siman-Tov, M., Peleg, K., & Solomon, Z. (2015) · Psychiatry · doi:10.1080/00332747.2015.1069658 · Cited by 80 · see citing works
Goodwin, R. B., Palgi, Y., Hamama‐Raz, Y., & Ben‐Ezra, M. (2013) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2013.04.006 · Cited by 66 · see citing works
Media Exposure to Bioterrorism: Stress and the Anthrax Attacks
Dougall, A. L., Hayward, M. C., & Baum, A. E. (2005) · Psychiatry · doi:10.1521/psyc.68.1.28.64188 · Cited by 62 · see citing works
Heath, R. L., & Gay, C. D. (1997) · Management Communication Quarterly · doi:10.1177/0893318997010003004 · Cited by 57 · see citing works
Lau, J. T. F., Lau, M., Kim, J. H., & Tsui, H. Y. (2006) · Journal of Epidemiology and Community Health · doi:10.1136/jech.2005.041897 · Cited by 52 · see citing works
An Ontology-Supported Misinformation Model: Toward a Digital Misinformation Library
Zhou, L., & Zhang, D. (2007) · IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · doi:10.1109/tsmca.2007.902648 · Cited by 48 · see citing works
Monfort, E., & Afzali, M. H. (2017) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2017.02.015 · Cited by 44 · see citing works
Early Responses to School Violence
Hawkins, N. A., McIntosh, D. N., Silver, R. C., & Holman, E. A. (2005) · Journal of Emotional Abuse · doi:10.1300/j135v04n03_12 · Cited by 39 · see citing works
Media use and insomnia after terror attacks in France
Goodwin, R. B., Lemola, S., & Ben‐Ezra, M. (2017) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2017.12.006 · Cited by 37 · see citing works
Youth's Reactions to Disasters and the Factors That Influence Their Response.
Pfefferbaum, B. J., Houston, J. B., North, C. S., & Regens, J. L. (2008) · PubMed · doi:10.1901/jaba.2008.15-3 · Cited by 32 · see citing works
Social Media, Disaster Studies, and Human Communication
Resnyansky, L. (2014) · IEEE Technology and Society Magazine · doi:10.1109/mts.2014.2301857 · Cited by 27 · see citing works
Wicke, T., & Silver, R. C. (2009) · American Journal of Community Psychology · doi:10.1007/s10464-009-9262-8 · Cited by 23 · see citing works
Terrorist bombing at the USA embassy in Nairobi: the media response
Njenga, F. G., Nyamai, C., & Kigamwa, P. (2004) · East African Medical Journal · doi:10.4314/eamj.v80i3.8686 · Cited by 21 · see citing works
Experiencing disasters indirectly: How traditional and new media disaster coverage impacts youth
Houston, J. B., Pfefferbaum, B. J., & Reyes, G. (2008) · PsycEXTRA Dataset · doi:10.1037/e482202008-004 · Cited by 18 · see citing works
Gong (2010) · doi:10.16128/j.cnki.1005-3611.2010.04.020
Flagged first, then by citations
1 of the 44 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Benke, C., Autenrieth, L. K., Asselmann, E., & Pané-Farré, C. A. (2020) · Psychiatry Research · doi:10.1016/j.psychres.2020.113462 · Cited by 585 · see citing works
Cauberghe, V., Van Wesenbeeck, I., De Jans, S., Hudders, L., & Ponnet, K. (2021) · Cyberpsychology, Behavior, and Social Networking · doi:10.1089/cyber.2020.0478 · Cited by 564 · see citing works
“52 The enormous amount of distributed (dis)information on social media may disorient and overwhelm individuals.”
Soroya, S. H., Farooq, A., Mahmood, K., Isoaho, J., & Zara, S.-E. (2020) · Information Processing & Management · doi:10.1016/j.ipm.2020.102440 · Cited by 580 · see citing works
Why the COVID-19 pandemic is a traumatic stressor
Bridgland, V. M. E., Moeck, E. K., Green, D. M., Swain, T. L., Nayda, D. M., Matson, L. A., Hutchison, N. P., & Takarangi, M. K. T. (2021) · PLOS ONE · doi:10.1371/journal.pone.0240146 · Cited by 501 · see citing works
“Recent evidence supports this interpretation: exposure to COVID-19 related news in the initial stages of the outbreak was associated with negative affect, anxiety, depression and stress [21].”
ResultHolman, E. A., Thompson, R. R., Garfin, D. R., & Silver, R. C. (2020) · Science Advances · doi:10.1126/sciadv.abd5390 · Cited by 285 · see citing works
“Third, consistent with recent COVID-19 studies, exposure to pandemic-related media coverage was associated with greater pandemic-specific acute stress and depressive symptoms (2, 14).”
BackgroundResultSong, S., Yao, X., & Wen, N. (2020) · Information Processing & Management · doi:10.1016/j.ipm.2020.102407 · Cited by 283 · see citing works
Saddik, B., Hussein, A., Sharif-Askari, F., Kheder, W., Temsah, M., Koutaich, R., Haddad, E., Al-Roub, N., Marhoon, F. A., Hamid, Q., et al. (2020) · medRxiv · doi:10.2147/rmhp.s273333 · Cited by 214 · see citing works
Yan, L., Gan, Y., Ding, X., Wu, J., & Duan, H. (2021) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2020.102328 · Cited by 236 · see citing works
Garfin, D. R. (2020) · Stress and Health · doi:10.1002/smi.2975 · Cited by 219 · see citing works
“There are also a plethora of mobile apps agencies including National Institute of Health awarding billions of dollars in funding to study COVID-19 (Kaiser, 2020).”
BackgroundInfluentialChao, M., Lei, J., Ru, H., Jiang, Y., & Yang, H. (2023) · Psychiatry Research · doi:10.1016/j.psychres.2023.115247 · Cited by 204 · see citing works
Self-citationRETRACTED: COVID-19 as an “Infodemic” in Public Health: Critical Role of the Social Media
Banerjee, D., & Meena, K. S. (2021) · Frontiers in Public Health · doi:10.3389/fpubh.2021.610623 · Cited by 154 · see citing works
“Another internet-based study assessing the relationship between media use and acute psychological outcomes in China reported media engagement to be associated with more negative affect, anxiety, stress and sleep disturbances (4).”
BackgroundRetractedBoyraz, G., Legros, D. N., & Tigershtrom, A. (2020) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2020.102307 · Cited by 142 · see citing works
Ozuem, W., Ranfagni, S., Willis, M., Rovai, S., & Howell, K. (2021) · Psychology & Marketing · doi:10.1002/mar.21527 · Cited by 140 · see citing works
“Recent studies have demonstrated that high levels of social media usage, along with the reported news on Covid‐19, have sparked psychological distress (Chao et al., 2020; Garfin, 2020).”
BackgroundSmart City and Crisis Management: Lessons for the COVID-19 Pandemic
Hassankhani, M., Alidadi, M., Sharifi, A., & Azhdari, A. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18157736 · Cited by 142 · see citing works
“For example, as a tool, social media plays a critical role in mobilizing actors, communities, and resources [38].”
MethodThe Impact of COVID-19 on Mental Health: The Role of Locus on Control and Internet Use
Sigurvinsdóttir, R., Þórisdóttir, I. E., & Gylfason, H. F. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17196985 · Cited by 119 · see citing works
“Another study found that greater symptoms of anxiety, depression, and stress were only related to the use of new media (internet and social media), but not for traditional media consumption [28].”
BackgroundFu, S., Greco, L., Lennard, A. C., & Dimotakis, N. E. (2020) · Journal of Applied Psychology · doi:10.1037/apl0000855 · Cited by 109 · see citing works
Wong, F. H. C., Liu, T., Leung, D. K. Y., Zhang, A. Y., Au, W. S. H., Kwok, W. W., Shum, A. K. Y., Wong, G. H. Y., & Lum, T. Y. S. (2021) · Journal of Medical Internet Research · doi:10.2196/26570 · Cited by 106 · see citing works
“Our findings are not only consistent with previous studies on the association between social media use and anxiety [8,9], especially during the COVID-19 pandemic [11-13], but they also identified the major type of social media use among older adults (ie, consuming information) as predicting more anxiety symptoms.”
Self-citationDie COVID-19-Pandemie als Herausforderung für die psychische Gesundheit
Brakemeier, E., Wirkner, J., Knaevelsrud, C., Wurm, S., Christiansen, H., Lueken, U., & Schneider, S. (2020) · Zeitschrift für Klinische Psychologie und Psychotherapie · doi:10.1026/1616-3443/a000574 · Cited by 96 · see citing works
Gehrau, V., Fujarski, S., Lorenz, H., Schieb, C., & Blöbaum, B. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18094678 · Cited by 93 · see citing works
Yoon, S., McClean, S. T., Chawla, N., Kim, J. K., Koopman, J., Rosen, C. C., Trougakos, J. P., & McCarthy, J. M. (2021) · Journal of Applied Psychology · doi:10.1037/apl0000913 · Cited by 90 · see citing works
First, J. M., Shin, H., Ranjit, Y. S., & Houston, J. B. (2020) · Journal of Loss and Trauma · doi:10.1080/15325024.2020.1835386 · Cited by 91 · see citing works
“Likewise, this finding builds on earlier COVID-19 research that found social media use was found to be related to distress in participants in China (Chao et al., 2020; Gao et al., 2020).”
BackgroundResultInfluentialTV News and COVID-19: Media Influence on Healthy Behavior in Public Spaces
Scopelliti, M., Pacilli, M. G., & Aquino, A. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18041879 · Cited by 87 · see citing works
“COVID-19 [38] showed a significant association of social media, but not traditional media, with negative outcomes.”
BackgroundCOVID-19 infodemic and adult and elderly mental health: a scoping review
Delgado, C. E., Silva, E. A., de Castro, E. A. B., Carbogim, F. D. C., Püschel, V. A. D. A., & Cavalcante, R. B. (2021) · Revista da Escola de Enfermagem da USP · doi:10.1590/1980-220x-reeusp-2021-0170 · Cited by 70 · see citing works
“However, longitudinal studies are needed to understand how the infodemic affected adult and elderly mental health throughout the pandemic (24,33) .”
BackgroundFear of COVID-19 predicts vaccination willingness 14 months later
Mertens, G., Lodder, P., Smeets, T., & Duijndam, S. (2022) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2022.102574 · Cited by 65 · see citing works
“In this study we used a shortened version asking participants to respond to eight items on a 5-point Likert scale (Crittendon and Hopko, 2006).”
COVID-19 stress and substance use: Current issues and future preparations
McKay, D., & Asmundson, G. J. G. (2020) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2020.102274 · Cited by 68 · see citing works
Stamatis, C. A., Broos, H. C., Hudiburgh, S. E., Dale, S. K., & Timpano, K. R. (2021) · British Journal of Clinical Psychology · doi:10.1111/bjc.12351 · Cited by 64 · see citing works
Hashim, H., Ryan, P. C., & Clifford, E. (2020) · Advanced Engineering Informatics · doi:10.1016/j.aei.2020.101187 · Cited by 60 · see citing works
He, X., Zhang, Y., Chen, M., Zhang, J., Zou, W., & Luo, Y. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.613368 · Cited by 59 · see citing works
Powering an AI Chatbot with Expert Sourcing to Support Credible Health Information Access
Xiao, Z., Liao, Q. V., Zhou, M., Grandison, T., & Li, Y. (2023) · Proceedings of the 28th International Conference on Intelligent User Interfaces · doi:10.1145/3581641.3584031 · Cited by 59 · see citing works
“make sense of the situation to inform their decision-making, reduce anxiety caused by the long-lasting uncertainty, and learn precautionary measures to protect themselves and others [20].”
BackgroundPandemic panic? Results of a 14-month longitudinal study on fear of COVID-19
Mertens, G., Lodder, P., Smeets, T., & Duijndam, S. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.11.008 · Cited by 59 · see citing works
“Such a link between increased media usage and heightened fear has been found in previous pandemic outbreaks (Van den Bulck & Custers, 2009) and also for the current COVID-19 pandemic (Chao et al., 2020; Hamidein et al., 2020; Jungmann & Witthöft, 2020).”
BackgroundZhang, Y., Wu, X., Tao, S., Li, S., Ma, L., Yu, Y., Sun, G., Li, T., & Tao, F. (2021) · Environmental Health and Preventive Medicine · doi:10.1186/s12199-021-01025-0 · Cited by 51 · see citing works
Anxiety disorders, COVID-19 fear, and vaccine hesitancy
McNeil, A., & Purdon, C. L. (2022) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2022.102598 · Cited by 46 · see citing works
Abdoh, E. (2022) · The Journal of Academic Librarianship · doi:10.1016/j.acalib.2022.102603 · Cited by 45 · see citing works
Zhang, L., Min, M., Li, D., & Xin, Z. (2020) · Globalization and Health · doi:10.1186/s12992-020-00626-8 · Cited by 40 · see citing works
The prevalence of fatigue among Chinese nursing students in post-COVID-19 era
Liu, S., Xi, H., Zhu, Q., Ji, M., Zhang, H., Yang, B. X., Bai, W., Cai, H. X., Zhao, Y.-J., Chen, L., et al. (2021) · PeerJ · doi:10.7717/peerj.11154 · Cited by 43 · see citing works
Self-citationYou are not alone: Smartphone use, friendship satisfaction, and anxiety during the COVID-19 crisis
Stević, A., Koban, K., Binder, A., & Matthes, J. (2021) · Mobile Media & Communication · doi:10.1177/20501579211051820 · Cited by 45 · see citing works
“These concerns were accentuated during lockdown (Chao et al., 2020; Liu, 2020).”
BackgroundChen, X., Liu, T., Li, P., Wei, W., & Chao, M. (2022) · OMEGA - Journal of Death and Dying · doi:10.1177/0030222820960283 · Cited by 42 · see citing works
Self-citationZhang, Y., Tao, S., Qu, Y., Mou, X., Gan, H., Zhou, P., Zhu, Z., Wu, X., & Tao, F. (2023) · Frontiers in Public Health · doi:10.3389/fpubh.2022.1031560 · Cited by 41 · see citing works
“But with the development of the pandemic, the news about this part have been confirmed, so everyone’s ST will gradually decline, and then transferred to other activities, such as the increase of physical activity; however, due to the uncertainty and uncertainty of COVID-19 itself, it will bring bad emotional aftereffe…”
BackgroundKnowledge and awareness of COVID-19 among Indonesian migrant workers in the Greater China Region
Liem, A., Wang, C., Dong, C.-R., Lam, A. I. F., Latkin, C. A., & Hall, B. J. (2021) · Public Health · doi:10.1016/j.puhe.2021.05.029 · Cited by 41 · see citing works
Self-citationSvensson, S. J., & Elntib, S. (2021) · Journal of Applied Social Psychology · doi:10.1111/jasp.12800 · Cited by 36 · see citing works
“…disruption of their daily routines, caused by school closures or stressors involving exam and matriculation arrangements and online education support (Cao et al., 2020; Chen et al., 2020; Wang et al., 2020a), as also shown in UAE (Saddik et al., 2020) and Spain (OzamizEtxebarria et al., 2020).”
BackgroundTo thrive or not to thrive: Pathways for sustaining thriving at work
Porath, C. L., Gibson, C. B., & Spreitzer, G. M. (2022) · Research in Organizational Behavior · doi:10.1016/j.riob.2022.100176 · Cited by 45 · see citing works
Malik, L., Shahnawaz, M. G., Rehman, U., Pragyendu, Uniyal, R., & Griffiths, M. D. (2023) · Journal of Technology in Behavioral Science · doi:10.1007/s41347-023-00323-4 · Cited by 37 · see citing works
“It is well-accepted that the COVID-19 pandemic has led to a variety of different mental health issues such as anxiety, depression, stress, loneliness, and psychological distress (e.g., Pappa et al., 2020; Chao et al., 2020).”
Exploring cyberchondria and its associations in dental students amid COVID-19 infodemic
Shailaja, B., Shetty, V., Chaudhury, S., & Murali, T. (2020) · Industrial Psychiatry Journal · doi:10.4103/ipj.ipj_212_20 · Cited by 37 · see citing works
“” Spread of misinformation may induce commotion, amplify perception of risk,[21] or result in nonrecommended behaviors.”
BackgroundYang, X., Yip, B. H. K., Mak, A. D. P., Zhang, D., Lee, E. K. P., & Wong, S. Y. S. (2021) · JMIR Public Health and Surveillance · doi:10.2196/24623 · Cited by 40 · see citing works
“Time spent on social media was positively associated with depressive symptoms during the COVID-19 pandemic, consistent with recently published studies [5-7].”
BackgroundResultInfluentialAlessandri, G., De Longis, E., Golfieri, F., & Crocetti, E. (2021) · Identity · doi:10.1080/15283488.2020.1846538 · Cited by 41 · see citing works
Chu, T. H., Yeo, T. E. D., & Su, Y. (2022) · Journalism & Mass Communication Quarterly · doi:10.1177/10776990211068857 · Cited by 37 · see citing works
Neill, R. D., Blair, C., Best, P., McGlinchey, E., & Armour, C. (2021) · Journal of Public Health · doi:10.1007/s10389-021-01506-0 · Cited by 35 · see citing works
The impact of pandemic-related worry on cognitive functioning and risk-taking
Castanheira, K. D. S., Sharp, M. E., & Otto, A. R. (2021) · PLoS ONE · doi:10.1371/journal.pone.0260061 · Cited by 34 · see citing works
“Indeed, among individuals experiencing elevated levels of anxiety, there have been increases in searches for pandemic-related information [74].”
BackgroundKeren, F., Siddiquei, A. N., Anwar, M., Asmi, F., & Ye, Q. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.664399 · Cited by 35 · see citing works
Bella, E. L., Allen, C., & Lirussi, F. (2021) · Integrative Medicine Research · doi:10.1016/j.imr.2021.100731 · Cited by 33 · see citing works
“44 , 45 Also, it is known that people’s behaviors on social media are subject to different biases and user-generated content is not necessarily accurate.”
Li, P., Yang, J., Zhou, Z., Zhao, Z., & Liu, T. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.917581 · Cited by 42 · see citing works
“The pandemic embodied many overwhelming stressors, such as losing employment, financial insecurity, and isolation from others (32), increasing adverse psychological consequences on individuals, like depression (7, 8).”
BackgroundSelf-citationKeles, B., Grealish, A., & Leamy, M. C. (2023) · Current Psychology · doi:10.1007/s12144-023-04271-3 · Cited by 35 · see citing works
“A similar conclusion was reached by other studies (e.g., Chao et al., 2020; Fiacco, 2020; O’Reilly, 2020).”
Layug, A., Krishnamurthy, S., McKenzie, R., & Feng, B. (2022) · JMIR Formative Research · doi:10.2196/38589 · Cited by 32 · see citing works
“Discrimination against Asian Americans has dramatically risen in the past couple of years due to the link that has been drawn between COVID-19 and Wuhan, China, through multiple sources, especially the mass media [44].”
BackgroundResultInfluentialDigital Marketing Communication Activities on Online Magazine Gettinlow
Teguh, M., Dumais, M. A. O., Wijaya, C. T., Torsten, P., & Vera, A. (2023) · Journal International Dakwah and Communication · doi:10.55849/jidc.v3i1.196 · Cited by 29 · see citing works
Yassin, A., Al-Omari, M., Al-Azzam, S. I., Karasneh, R. A., Abu‐Ismail, L., & Soudah, O. (2021) · International Journal of Environmental Health Research · doi:10.1080/09603123.2021.1935778 · Cited by 29 · see citing works
“Several studies have examined the relationship between social media use, fear of COVID-19 and hygienic behaviors(Chao et al. 2020; Mertens et al. 2020; Garfin et al. 2020).”
BackgroundPrecht, L.-M., Stirnberg, J., Margraf, J., & Brailovskaia, J. (2022) · Journal of Affective Disorders Reports · doi:10.1016/j.jadr.2022.100316 · Cited by 31 · see citing works
Stone, L. B., & Veksler, A. E. (2022) · BMC Psychology · doi:10.1186/s40359-022-00734-7 · Cited by 29 · see citing works
“Finding that COVID-19 focused social media content (not general social media use) accounted for unique variance in each mental health outcome even after covarying for other social media factors and demographic variables extends research linking social media content with heightened depression, and health anxiety risk […”
BackgroundPost-traumatic Stress and Growth Among the Children and Adolescents in the Aftermath of COVID-19
Bhushan, B., Basu, S., & Ganai, U. J. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.791263 · Cited by 28 · see citing works
Wong, J., Yi, P. X., Quek, F. Y. X., Lua, V. Y. Q., Majeed, N. M., & Hartanto, A. (2024) · Current Psychology · doi:10.1007/s12144-022-04092-w · Cited by 27 · see citing works
Ardestani, S. M. S., Khosravani, V., Bastan, F. S., & Балоглу, М. (2021) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-021-00523-0 · Cited by 27 · see citing works
“Coronavirus disease 2019 (COVID-19) is one of the current pandemic conditions that has affected people around the world and leads to economic, social, and psychological problems such as fear, anxiety, depression, stress, and worry (Chao et al., 2020; Lebel et al., 2020; Mertens et al., 2020; Wang et al., 2020).”
BackgroundJia, G., Dai, H., Chu, Y., Wang, X., Hao, Y., & Wang, S. (2022) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2022.152328 · Cited by 26 · see citing works
Saúde mental e Covid-19: uma revisão integrativa da literatura
Lobo, L. A. C., & Rieth, C. E. (2021) · Saúde em Debate · doi:10.1590/0103-1104202113024 · Cited by 27 · see citing works
Luo, Y.-F., Shen, H.-Y., Yang, S. C., & Chen, L. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph182413189 · Cited by 24 · see citing works
“Moreover, the interactive nature of new media is more likely to cause negative “emotional contagion” in disasters, which may cause new media users to experience more negative psychological effects [39].”
BackgroundFedorenko, E. J., Kibbey, M. M., Contrada, R. J., & Farris, S. G. (2021) · Cognitive Behaviour Therapy · doi:10.1080/16506073.2020.1866658 · Cited by 30 · see citing works
“Future studies should evaluate multivariate models that account for the influence of media consumption (Chao et al., 2020; Mertens et al., 2020), misinformation about the virus (Rajkumar, 2020; Van Bortel et al.”
BackgroundIoannidis, J. P. A., Tezel, A., & Jagsi, R. (2021) · BMJ Open · doi:10.1136/bmjopen-2021-052856 · Cited by 23 · see citing works
Solutions to Manage Smart Cities’ Risks in Times of Pandemic Crisis
Petrova, M. M., & Tairov, I. (2022) · Risks · doi:10.3390/risks10120240 · Cited by 23 · see citing works
“However, implementing measures is accompanied by many challenges and obstacles:”
Ma, M., Fang, J., Li, C., Bao, J., Zhang, Y., Chen, N., Guo, J., & He, L. (2020) · The Journal of Headache and Pain · doi:10.1186/s10194-020-01168-5 · Cited by 22 · see citing works
Yang, H., Chen, Z., Fan, Y., Hu, X., Wu, T. T., Kang, S., Xiao, B., & Zhang, M. (2020) · Journal of Public Health · doi:10.1093/pubmed/fdaa268 · Cited by 22 · see citing works
Self-citationA study of Chinese college students' COVID-19-related information needs and seeking behavior
Huang, K., Hao, X., Guo, M., Deng, J., & Li, L. (2021) · Aslib Journal of Information Management · doi:10.1108/ajim-10-2020-0307 · Cited by 22 · see citing works
Psychological resistance of student youth to information stress in the COVID-19 pandemic
Kislyakov, P. A. (2020) · Perspectives of science and education · doi:10.32744/pse.2020.5.24 · Cited by 22 · see citing works
Jeong, H., Ye, H., Bhatt, S., Zhang, J., & Suri, R. (2021) · Journal of Consumer Behaviour · doi:10.1002/cb.1934 · Cited by 21 · see citing works
“A combination of one or more of these factors led to an increase in negative affect and a decrease in positive affect among people (Chao et al., 2020; Zhang et al., 2020).”
BackgroundTao, R., Li, J., Shen, L., & Yang, S. (2023) · Social Science & Medicine · doi:10.1016/j.socscimed.2023.116132 · Cited by 20 · see citing works
Hung, S., Yang, S. C., & Luo, Y.-F. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph182111247 · Cited by 20 · see citing works
Wang, W., Jiang, J., Qi, L., Zhao, F., Wu, J., Zhu, X., Wang, B., & Hong, X. (2023) · BMJ Open · doi:10.1136/bmjopen-2023-073347 · Cited by 19 · see citing works
“42 The results also showed that screen time and sleep status were negatively correlated, and sleep status partially mediated the relationship between screen time and both depression and anxiety, accounting for 13.73% and 19.68% of the total effects, respectively.”
BackgroundInfluentialThe role of social media on COVID-19 preventive behaviors worldwide, systematic review
Fenta, E. T., Bogale, E. K., & Anagaw, T. F. (2024) · PLoS ONE · doi:10.1371/journal.pone.0306284 · Cited by 19 · see citing works
Soroya, S. H., Rehman, A. U., & Faiola, A. J. (2023) · Kybernetes · doi:10.1108/k-06-2023-1003 · Cited by 21 · see citing works
Sjöström, A., Hajdarević, S., Hörnsten, Å., Öberg, U., & Isaksson, U. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph182413240 · Cited by 18 · see citing works
Psychological Trauma Through Mass Media
Rozanov, V. A., & Rutz, W. (2021) · World Social Psychiatry · doi:10.4103/wsp.wsp_90_20 · Cited by 17 · see citing works
A Communication Study of Young Adults and Online Dependency during the COVID-19 Pandemic
Silveira, P., Morais, R. J. P., & Petrella, S. (2022) · Societies · doi:10.3390/soc12040109 · Cited by 17 · see citing works
“Several studies at the international level have crossed the field of psychology and communication to analyze possible changes in media use during the pandemic, focusing on the potential consequences of excess or a lack of quality [12,14,15,17,45,57,58].”
BackgroundChen, X., Lin, F., & Cheng, E. W. (2021) · Journal of Medical Internet Research · doi:10.2196/31088 · Cited by 18 · see citing works
“information overload about COVID-19 than men is consistent with findings of previous studies [40-42].”
Luo, Y., He, X., Wang, S., Li, J., & Zhang, Y. (2021) · PeerJ · doi:10.7717/peerj.11407 · Cited by 16 · see citing works
Nzimande, N. P., Tantawi, M. E., Zúñiga, R. A. A., Opoku-Sarkodie, R., Brown, B. J., Ezechi, O., Uzochukwu, B. S. C., Ellakany, P., Aly, N. M., Nguyen, A. L., et al. (2022) · BMC Psychiatry · doi:10.1186/s12888-022-03883-6 · Cited by 16 · see citing works
Technology Dependency and Impact During COVID-19: A Systematic Literature Review and Open Challenges
Norman, A. A., Marzuki, A. H., Fatokun, F. B., Hamid, S. B., Ghani, N. B. A., Ravana, S. D., & Arshad, N. I. (2023) · IEEE Access · doi:10.1109/access.2023.3250770 · Cited by 20 · see citing works
“such as eating disorders [65], [66], [67].”
Çelik, F., & Diker, E. (2021) · Ayna Klinik Psikoloji Dergisi · doi:10.31682/ayna.783472 · Cited by 16 · see citing works
Li, M., Xu, Z., He, X., Zhang, J., Song, R., Duan, W., Liu, T., & Yang, H. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.687928 · Cited by 16 · see citing works
Self-citationSanta-Cruz-Espinoza, H., Chávez-Ventura, G., Domínguez-Vergara, J., Robles, E. D. A., Armas, H. M. A., & Calmet, V. G. V. (2022) · Enfermería Global · doi:10.6018/eglobal.489671 · Cited by 16 · see citing works
“In the present study, three hypotheses are proposed: (H1) fear of COVID-19 is directly related to exposure to COVID-19 news (12, 18, 19) and negatively related to mental health (22, 23, 24); (H2) exposure to COVID-19 news is negatively related to mental health (25); and (H3) fear of COVID-19 exerts a mediating effect…”
BackgroundInfluentialData on media use and mental health during the outbreak of COVID-19 in China
Xue, D., Liu, T., Chen, X., Liu, X., & Chao, M. (2021) · Data in Brief · doi:10.1016/j.dib.2021.106765 · Cited by 16 · see citing works
Self-citationHas Smartphone Use Influenced Loneliness during the COVID-19 Pandemic in Japan?
Nguyen, T. X. T., Lal, S., Sulemana, A.-S., Yuktadatta, P., McKinnon, L., Khan, M. S. R., & Kadoya, Y. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph191710540 · Cited by 15 · see citing works
Li, K., Li, J., & Li, Y. (2024) · European Journal of Psychotraumatology · doi:10.1080/20008066.2024.2337509 · Cited by 15 · see citing works
“College students are more susceptible to the effects of internet information (Chao et al., 2020; Pat-Horenc-zyk et al., 2021; Wineburg & Mcgrew, 2016), and they are also a group that is prone to experiencing vicarious traumatization (Turnbull et al., 2020).”
BackgroundJohnson, J. M. Q., Saleem, M., Tang, L., Ramasubramanian, S., & Riewestahl, E. (2021) · Frontiers in Communication · doi:10.3389/fcomm.2021.638031 · Cited by 15 · see citing works
“While media use can help communicate about virusrelated health risks and preventive behaviors, it can also exacerbate psychological distress about the pandemic (Chao et al., 2020; Gao et al., 2020).”
BackgroundLeung, C. H., & Mu, Y. (2021) · Asian Education and Development Studies · doi:10.1108/aeds-04-2021-0076 · Cited by 15 · see citing works
Neill, R. D., Blair, C., Best, P., McGlinchey, E., & Armour, C. (2020) · doi:10.31234/osf.io/5d9fc · Cited by 15 · see citing works
Differences in perceived threat and trauma in children during the COVID-19 pandemic
Kohlboeck, G., Wenter, A., Sevecke, K., & Exenberger, S. (2023) · Child and Adolescent Psychiatry and Mental Health · doi:10.1186/s13034-023-00628-5 · Cited by 14 · see citing works
“Some studies showed an association of higher PTSD symptoms with greater exposure levels [25, 53], whereas some studies considered factors such as indirect exposure via COVID-19-related news [9, 29, 37], the impact of “worst” experienced/anticipated events [5] or the subjective severity of a child’s disaster experience…”
BackgroundZhang, Y., Tao, S., Qu, Y., Mou, X., Gan, H., Zhou, P., Zhu, Z., Wu, X., & Tao, F. (2022) · BMC Public Health · doi:10.1186/s12889-022-14598-4 · Cited by 17 · see citing works
“Often this information is accompanied by fragmented and unfiltered information [18, 48], which may lead to unnecessary trouble, and when it arrives, bad emotions may also increase [48–50].”
BackgroundResilient Skills: Survivor Skills That the Class of COVID-19 Should Pursue
Hettich, P. I. (2020) · Eye on Psi Chi Magazine · doi:10.24839/2164-9812.eye25.2.18 · Cited by 13 · see citing works
Wu, R.-Y., Ge, L.-F., & Zhong, B. (2025) · World Journal of Psychiatry · doi:10.5498/wjp.v15.i4.104625 · Cited by 13 · see citing works
Impact of Intrinsic Factors and COVID-19 Pandemic on the Use of Technology
Alaqra, A. S., & Kitkowska, A. (2021) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/3411763.3451669 · Cited by 13 · see citing works
“More health-conscious individuals might use more health-related applications, which corroborate with past research fndings [5].”
BackgroundResultAlhazmi, R. A., Alghadeer, S. M., Al-Arifi, M. N., Alamer, A. A., Mubarak, A. M., Alwhaibi, A. M., Fayez, R. A., & Alsubaie, S. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.827238 · Cited by 13 · see citing works
“In addition, studies conducted in Saudi Arabia (25), UK (26), and China (27) showed the effects of different types of media sources on person’s anxiety level.”
BackgroundPandemic and the media: How risk information seeking influences media trust and emotions
Guo, W., & Bai, Q. (2022) · Computers in Human Behavior · doi:10.1016/j.chb.2022.107522 · Cited by 13 · see citing works
Lamba, N., Khokhlova, O., Bhatia, A., & McHugh, C. (2023) · Health Psychology Open · doi:10.1177/20551029231199578 · Cited by 12 · see citing works
“This fi nding supports recent studies suggesting that greater use of social media and newer forms of media, in comparison to traditional media, contributed to negative mental health during the pandemic (Chao et al., 2020, Gao et al., 2020).”
Result
- Authors
- Chao, M., Xue, D., Liu, T., Yang, H., & Hall, B. J.
- Affiliations
- Tianjin Normal University (CN)
- University of Macau (MO)
- Corresponding author
- Liu, Tour
- Venue
- Journal of Anxiety Disorders
- Publisher
- Elsevier BV
- Published
- 2020-08
- Volume
- 74
- Pages
- 102248
- ISSN
- 0887-6185 (ISSN-L)
- PMC
- PMC7255752
- OpenAlex
- W3029774798
- Cited by
- 300
- References
- 44
- Citations by year
- 2026: 17 · 2025: 24 · 2024: 27 · 2023: 55 · 2022: 63 · 2021: 84 · 2020: 30
- FWCI
- 21.87
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of Anxiety Disorders (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Tianjin Philosophy and Social Science Project (TJJX15-002, 18YJC190013)
- Projects of Humanities and Social Sciences, Ministry of Education of China
- Topics
- Social Sciences › Psychology › Clinical Psychology › COVID-19 and Mental Health
- Social Sciences › Communication › Communication and COVID-19 Impact
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Keywords
- COVID-19 pandemic, media use, psychological outcomes, anxiety, depression, stress, negative affect, positive affect, new media, media engagement, public health communication, indirect exposure, Chinese adults
- MeSH terms
- COVID-19, Adult, Anxiety, China, Depression, Disease Outbreaks, Female, Health Education, Humans, Male, Pneumonia, Viral, Public Health, Surveys and Questionnaires, Stress, Psychological, Coronavirus Infections, Internet, Pandemics
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