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COVID-19 and traumatic stress: The role of perceived vulnerability, COVID-19-related worries, and social isolation
Open accessAbstract
The purpose of the present study was to propose and test two models to understand the relationship between perceived vulnerability to COVID-19 (PVC) and COVID-19-related traumatic stress (TS), as well as the variables that may mediate and moderate this relationship among individuals who have not yet been infected with COVID-19. Using an online survey, data were collected between late March and early April 2020. Participants were recruited through Amazon Mechanical Turk and included 747 adults living in the United States. Supporting our hypotheses, results indicated that both COVID-19-related worries and social isolation were significant mediators of the relationship between PVC and TS (Model 1). In addition, the results of a moderated mediation analysis indicated that the indirect effect of PVC on TS through COVID-19-related worries was stronger for participants who reported greater social isolation (Model 2). Although future research is needed, these findings suggest that both social isolation and disease-related worries may be important variables that can be targeted in interventions to reduce pandemic-related TS.
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“Social isolation and self-quarantine have been associated with psychological distress (Boyraz et al., 2020; Brooks, 2020; Smith et al., 2020).”
From Behind the masks: A cross-sectional study on intolerance of uncertainty, perceived vulnerability to disease and psychological flexibility in relation to state anxiety and wellbeing during the COVID-19 pandemic (2021) · cites this paper as Boyraz et al., 2020
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“During the COVID-19 pandemic research has found associations between PVD and general anxiety (Makhanova & Shepherd, 2020) and a relationship between PVD and traumatic stress was mediated by COVID-19 worries and social isolation (Boyraz et al., 2020).”
From Behind the masks: A cross-sectional study on intolerance of uncertainty, perceived vulnerability to disease and psychological flexibility in relation to state anxiety and wellbeing during the COVID-19 pandemic (2021) · cites this paper as Boyraz et al., 2020
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Cites
(2013) · Cited by 44,563
Preacher, K. J., & Hayes, A. F. (2008) · Behavior Research Methods · doi:10.3758/brm.40.3.879 · Cited by 34,117
Stress, social support, and the buffering hypothesis
Cohen, S., & Wills, T. A. (1985) · Psychological Bulletin · doi:10.1037/0033-2909.98.2.310 · Cited by 18,093
Wang, C., Pan, R., Wan, X., Tan, Y., Xu, L., Ho, C. S., & Ho, R. C. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17051729 · Cited by 9,923
Confidence Limits for the Indirect Effect: Distribution of the Product and Resampling Methods
MacKinnon, D. P., Lockwood, C. M., & Williams, J. (2004) · Multivariate Behavioral Research · doi:10.1207/s15327906mbr3901_4 · Cited by 7,806
A cognitive model of posttraumatic stress disorder
Ehlers, A., & Clark, D. M. (2000) · Behaviour Research and Therapy · doi:10.1016/s0005-7967(99)00123-0 · Cited by 6,147
Meta-analysis of risk factors for posttraumatic stress disorder in trauma-exposed adults
Brewin, C. R., Andrews, B., & Valentine, J. D. (2000) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.68.5.748 · Cited by 5,243
Blevins, C. A., Weathers, F. W., Davis, M. T., Witte, T. K., & Domino, J. L. (2015) · Journal of Traumatic Stress · doi:10.1002/jts.22059 · Cited by 5,233
Social Relationships and Health.
Cohen, S. (2004) · American Psychologist · doi:10.1037/0003-066x.59.8.676 · Cited by 4,852
Loneliness matters: a theoretical and empirical review of consequences and mechanisms
Hawkley, L. C., & Cacioppo, J. T. (2010) · Annals of Behavioral Medicine · doi:10.1007/s12160-010-9210-8 · Cited by 4,782
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Gramaglia, C. M., Marangon, D., Scotti, L., GATTONI, E., & Zeppegno, P. (2023) · Minerva Psychiatry · doi:10.23736/s2724-6612.22.02345-4
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Kim, J. G., Yang, H., Seo, D., Lee, G., Park, M., McReynolds, L. S., Amsel, L., Park, S. H., Hur, J., Kim, Y.-H., et al. (2025) · BMC Psychology · doi:10.1186/s40359-025-03027-x · Cited by 1
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Metadata
- Authors
- Boyraz, G., Legros, D. N., & Tigershtrom, A.
- Affiliations
- Pace University (US)
- Corresponding author
- Boyraz, Güler
- Venue
- Journal of Anxiety Disorders
- Publisher
- Elsevier BV
- Published
- 2020-12
- Volume
- 76
- Pages
- 102307
- ISSN
- 0887-6185 (ISSN-L)
- PMC
- PMC7831572
- OpenAlex
- W3084107433
- Cited by
- 142
- References
- 52
- Citations by year
- 2026: 6 · 2025: 12 · 2024: 14 · 2023: 29 · 2022: 45 · 2021: 34 · 2020: 2
- FWCI
- 11.01
- 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
- Pace University Scholarly Research Grant
- Topics
- Social Sciences › Psychology › Clinical Psychology › COVID-19 and Mental Health
- Social Sciences › Psychology › Clinical Psychology › Posttraumatic Stress Disorder Research
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- COVID-19 pandemic, traumatic stress, perceived susceptibility, COVID-19-related worry, social isolation, pandemic stress, moderated mediation
- MeSH terms
- Psychological Trauma, COVID-19, Adult, Aged, Anxiety, Female, Humans, Male, Middle Aged, Pneumonia, Viral, Surveys and Questionnaires, Social Isolation, Stress, Psychological, United States, Coronavirus Infections, Young Adult, Pandemics
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