Big Five traits predict stress and loneliness during the COVID-19 pandemic: Evidence for the role of neuroticism
Status PubMed-not-MEDLINE Jazyk angličtina Země Velká Británie, Anglie Médium print-electronic
Typ dokumentu časopisecké články
PubMed
35095147
PubMed Central
PMC8786633
DOI
10.1016/j.paid.2022.111531
PII: S0191-8869(22)00034-4
Knihovny.cz E-zdroje
- Klíčová slova
- Big Five, COVID-19, Loneliness, Neuroticism, Personality, Stress,
- Publikační typ
- časopisecké články MeSH
The rapid outbreak of the coronavirus disease (COVID-19) has affected citizens' daily lives in an unprecedented way. To curb the spread of the pandemic, governments have taken numerous measures such as social distancing and quarantine, which may be associated with psychological consequences, namely stress and loneliness globally. To understand differential associations of personality traits with psychological consequences of COVID-19, we utilize data from a sample of 99,217 individuals from 41 countries collected as part of the COVIDiSTRESS Global Survey. Data were analyzed using multigroup confirmatory factor analysis and multilevel regression models. Findings showed that while some of the associations were rather weak, Big Five personality traits were significantly associated with perceived stress and loneliness during the pandemic. Our study illustrates that neuroticism especially can be a vulnerability factor for stress and loneliness in times of crisis and can contribute to detection of at-risk individuals and optimization of psychological treatments during or after the COVID-19 pandemic.
Department of Applied Psychology NUML University Khayaban e Johar H 9 4 Islamabad Pakistan
Department of Behavioral Sciences Methodology University of Granada Granada 18071 Spain
Department of Political Science Aarhus University Bartholins Allé 7 8000 Aarhus C Denmark
Department of Psychology Masaryk University Arna Nováka 1 602 00 Brno Czechia
Department of Psychology University of Chittagong Chattogram Bangladesh
Department of Psychology University of Dhaka Dhaka 1000 Bangladesh
Department of Psychology University of East London UK
Department of Psychology University of Sheffield Cathedral Court Sheffield S1 2LT UK
Institute of Psychology University of Wroclaw Dawida 1 50 529 Wroclaw Poland
Zobrazit více v PubMed
Anglim J., Horwood S. Effect of the COVID-19 pandemic and big five personality on subjective and psychological well-being. Social Psychological and Personality Science. 2021;12(8):1527–1537. doi: 10.1177/1948550620983047. DOI
Bao Y., Sun Y., Meng S., Shi J., Lu L. 2019-nCoV epidemic: Address mental health care to empower society. The Lancet. 2020;395(10224):e37–e38. doi: 10.1016/S0140-6736(20)30309-3. PubMed DOI PMC
Barańczuk U. The five factor model of personality and emotion regulation: A meta-analysis. Personality and Individual Differences. 2019;139:217–227. doi: 10.1016/j.paid.2018.11.025. DOI
Bartley C.E., Roesch S.C. Coping with daily stress: The role of conscientiousness. Personality and Individual Differences. 2011;50(1):79–83. doi: 10.1016/j.paid.2010.08.027. PubMed DOI PMC
Besser A., Flett G.L., Nepon T., Zeigler-Hill V. Personality, cognition, and adaptability to the COVID-19 pandemic: Associations with loneliness, distress, and positive and negative mood states. International Journal of Mental Health and Addiction. 2020 doi: 10.1007/s11469-020-00421-x. Advance online publication. PubMed DOI PMC
Blüml V., Kapusta N.D., Doering S., Brähler E., Wagner B., Kersting A. Personality factors and suicide risk in a representative sample of the german general population. PLOS ONE. 2013;8(10) doi: 10.1371/journal.pone.0076646. PubMed DOI PMC
Brooks S.K., Webster R.K., Smith L.E., Woodland L., Wessely S., Greenberg N., Rubin G.J. The psychological impact of quarantine and how to reduce it: Rapid review of the evidence. The Lancet. 2020;395(10227):912–920. doi: 10.1016/S0140-6736(20)30460-8. PubMed DOI PMC
Buecker S., Maes M., Denissen J.J.A., Luhmann M. Loneliness and the big five personality traits: A meta-analysis. European Journal of Personality. 2020;34:8–28. doi: 10.1002/per.2229. DOI
Byrne B.M., Shavelson R.J., Muthén B. Testing for the equivalence of factor covariance and mean structures: The issue of partial measurement invariance. Psychological Bulletin. 1989;105(3):456–466. doi: 10.1037/0033-2909.105.3.456. DOI
Carvalho L.F., Pianowski G., Gonçalves A.P. Personality differences and COVID-19: Are extroversion and conscientiousness personality traits associated with engagement with containment measures? Trends in Psychiatry and Psychotherapy. 2020;42(2):179–184. doi: 10.1590/2237-6089-2020-0029. PubMed DOI
Chen F., Curran P.J., Bollen K.A., Kirby J., Paxton P. An empirical evaluation of the use of fixed cutoff points in RMSEA test statistic in structural equation models. Sociological Methods & Research. 2008;36(4):462–494. doi: 10.1177/0049124108314720. PubMed DOI PMC
Cheung G.W., Rensvold R.B. Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal. 2002;9(2):233–255. doi: 10.1207/S15328007SEM0902_5. DOI
Cohen S., Kamarck T., Mermelstein R. A global measure of perceived stress. Journal of Health and Social Behavior. 1983;24(4):385–396. doi: 10.2307/2136404. PubMed DOI
Cohen S., Williamson G. In: Social psychology of health. Spacapan S., Oskamp S., editors. Sage; 1988. Perceived stress in a probability sample of the United States; pp. 31–67.
Connor-Smith J.K., Flachsbart C. Relations between personality and coping: A meta-analysis. Journal of Personality and Social Psychology. 2007;93(6):1080–1107. doi: 10.1037/0022-3514.93.6.1080. PubMed DOI
Gross J.J. The emerging field of emotion regulation: An integrative review. Review of General Psychology. 1998;2(3):271–299. doi: 10.1037/1089-2680.2.3.271. DOI
Hahn E., Gottschling J., Spinath F.M. Short measurements of personality–Validity and reliability of the GSOEP Big Five Inventory (BFI-S) Journal of Research in Personality. 2012;46(3):355–359. doi: 10.1016/j.jrp.2012.03.008. DOI
Han H. Exploring the association between compliance with measures to prevent the spread of COVID-19 and big five traits with Bayesian generalized linear model. Personality and Individual Differences. 2021;176 doi: 10.1016/j.paid.2021.110787. PubMed DOI PMC
Han Y., Jang J., Cho E., Choi K.-H. Investigating how individual differences influence responses to the COVID-19 crisis: The role of maladaptive and five-factor personality traits. Personality and Individual Differences. 2021;176 doi: 10.1016/j.paid.2021.110786. PubMed DOI PMC
Hawkley L.C., Cacioppo J.T. Loneliness matters: A theoretical and empirical review of consequences and mechanisms. Annals of Behavioral Medicine. 2010;40(2):218–227. doi: 10.1007/s12160-010-9210-8. PubMed DOI PMC
Hoffart A., Johnson S.U., Ebrahimi O.V. Loneliness and social distancing during the COVID-19 pandemic: Risk factors and associations with psychopathology. Frontiers in Psychiatry. 2020;11 doi: 10.3389/fpsyt.2020.589127. PubMed DOI PMC
Horigian V.E., Schmidt R.D., Feaster D.J. Loneliness, mental health, and substance use among US young adults during COVID-19. Journal of Psychoactive Drugs. 2020;1–9 doi: 10.1080/02791072.2020.1836435. PubMed DOI
Hoyle R.H. Personality and self-regulation: Trait and information-processing perspectives. Journal of Personality. 2006;74(6):1507–1526. doi: 10.1111/j.1467-6494.2006.00418.x. PubMed DOI
Hu L.T., Bentler P.M. Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal. 1999;6(1):1–55. doi: 10.1080/10705519909540118. DOI
Hughes M.E., Waite L.J., Hawkley L.C., Cacioppo J.T. A short scale for measuring loneliness in large surveys: Results from two population-based studies. Research on Aging. 2004;26(6):655–672. doi: 10.1177/0164027504268574. PubMed DOI PMC
Kocjan G.Z., Kavčič T., Avsec A. Resilience matters: Explaining the association between personality and psychological functioning during the COVID-19 pandemic. International Journal of Clinical and Health Psychology. 2021;21(1) doi: 10.1016/j.ijchp.2020.08.002. PubMed DOI PMC
Kohút M., Kohútová V., Halama P. Big Five predictors of pandemic-related behavior and emotions in the first and second COVID-19 pandemic wave in Slovakia. Personality and Individual Differences. 2021;180 doi: 10.1016/j.paid.2021.110934. PubMed DOI PMC
Kowal M., Coll-Martín T., Ikizer G., Rasmussen J., Eichel K., Studzińska A., Koszałkowska K., Karwowski M., Najmussaqib A., Pankowski D., Lieberoth A., Ahmed O. Who is the most stressed during the COVID-19 pandemic? Data from 26 countries and areas. Applied Psychology: Health and Well-Being. 2020;12(4):946–966. doi: 10.1111/aphw.12234. PubMed DOI PMC
Lacko D., Čeněk J., Točík J., Avsec A., Đorđević V., Genc A., Haka F., Šakotić-Kurbalija J., Mohorić T., Neziri I., Subotić S. The necessity of testing measurement ınvariance in cross-cultural research: Potential bias in cross-cultural comparisons with ındividualism–collectivism self-report scales. PsyArXiv. 2021 doi: 10.31234/osf.io/9ytj3. DOI
Lai D.W.L., Qin N. Correction: Extraversion personality, perceived health and activity participation among community-dwelling aging adults in Hong Kong. PLOS ONE. 2020;15(1) doi: 10.1371/journal.pone.0227896. PubMed DOI PMC
Lang F.R., John D., Lüdtke O., Schupp J., Wagner G.G. Short assessment of the Big Five: Robust across survey methods except telephone interviewing. Behavior Research Methods. 2011;43(2):548–567. doi: 10.3758/s13428-011-0066-z. PubMed DOI PMC
Luchetti M., Lee J.H., Aschwanden D., Sesker A., Strickhouser J.E., Terracciano A., Sutin A.R. The trajectory of loneliness in response to COVID-19. American Psychologist. 2020;75(7):897–908. doi: 10.1037/amp0000690. PubMed DOI PMC
Luo J., Roberts B.W. Concurrent and longitudinal relations among conscientiousness, stress, and self-perceived physical health. Journal of Research in Personality. 2015;59:93–103. doi: 10.1016/j.jrp.2015.10.004. DOI
Luo M., Guo L., Yu M., Wang H. The psychological and mental impact of coronavirus disease 2019 (COVID-19) on medical staff and general public–A systematic review and meta-analysis. Psychiatry Research. 2020;291 doi: 10.1016/j.psychres.2020.113190. PubMed DOI PMC
Martin C.C. 2020, May 20. HEXACO traits, Big Five traits, and COVID-19. PsyArXiv. DOI
Mccrae R.R., Costa P.T., Jr. In: Handbook of personality: Theory and research. Pervin L.A., John O.P., editors. Guilford Press; 1999. A Five-Factor theory of personality; pp. 139–153.
Millsap R.E. Routledge/Taylor & Francis Group; 2011. Statistical approaches to measurement invariance.
Minahan J., Falzarano F., Yazdani N., Siedlecki K.L. The COVID-19 pandemic and psychosocial outcomes across age through the stress and coping framework. The Gerontologist. 2021;61(2):228–239. doi: 10.1093/geront/gnaa205. PubMed DOI PMC
Modersitzki N., Phan L.V., Kuper N., Rauthmann J.F. Who is impacted? Personality predicts individual differences in psychological consequences of the COVID-19 pandemic in Germany. Social Psychological and Personality Science. 2020 doi: 10.1177/1948550620952576. Advance online publication. DOI
Nikčević A.V., Marino C., Kolubinski D.C., Leach D., Spada M.M. Modelling the contribution of the Big Five personality traits, health anxiety, and COVID-19 psychological distress to generalised anxiety and depressive symptoms during the COVID-19 pandemic. Journal of Affective Disorders. 2021;279:578–584. doi: 10.1016/j.jad.2020.10.053. PubMed DOI PMC
Palgi Y., Shrira A., Ring L., Bodner E., Avidor S., Bergman Y., Cohen-Fridel S., Keisari S., Hoffman Y. The loneliness pandemic: Loneliness and other concomitants of depression, anxiety and their comorbidity during the COVID-19 outbreak. Journal of Affective Disorders. 2020;275:109–111. doi: 10.1016/j.jad.2020.06.036. PubMed DOI PMC
Penner L.A., Dovidio J.F., Piliavin J.A., Schroeder D.A. Prosocial behavior: Multilevel perspectives. Annual Review of Psychology. 2005;56(1):365–392. doi: 10.1146/annurev.psych.56.091103.070141. PubMed DOI
R Core Team . R Foundation for Statistical Computing; 2021. R: A language and environment for statistical computing.
Rolland J.-P. In: The Five-Factor model of personality across cultures. McCrae R.R., Allik J., editors. Kluwer Academic/Plenum Publishers; 2002. The cross-cultural generalizability of the five-factor model of personality; pp. 7–28. DOI
Russell D.W. UCLA Loneliness Scale (version 3): Reliability, validity, and factor structure. Journal of Personality Assessment. 1996;66(1):20–40. doi: 10.1207/s15327752jpa6601_2. PubMed DOI
Saleh D., Romo L., Camart N. Is perceived stress of French university students related to personality traits? Journal of Psychology Research. 2017;7(1):42–49. doi: 10.17265/2159-5542/2017.01.004. DOI
Schermer J.A., Martin N.G. A behavior genetic analysis of personality and loneliness. Journal of Research in Personality. 2019;78:133–137. doi: 10.1016/j.jrp.2018.11.011. DOI
Schmitt D.P., Allik J., McCrae R.R., Benet-Martínez V. The geographic distribution of Big Five personality traits: Patterns and profiles of human self-description across 56 nations. Journal of Cross-Cultural Psychology. 2007;38(2):173–212. doi: 10.1177/0022022106297299. DOI
Steenkamp J.-B.E.M., Baumgartner H. Assessing measurement invariance in cross-national consumer research. Journal of Consumer Research. 1998;25(1):78–90. doi: 10.1086/209528. DOI
Taylor J.M. Psychometric analysis of the Ten-Item Perceived Stress Scale. Psychological Assessment. 2015;27(1):90–101. doi: 10.1037/a0038100. PubMed DOI
Taylor S. Cambridge Scholars Publishing; 2019. The psychology of pandemics: Preparing for the next global outbreak of the infectious disease.
The jamovi project jamovi (Version 1.6) [Computer Software] 2021. https://www.jamovi.org
Tso I.F., Park S. Alarming levels of psychiatric symptoms and the role of loneliness during the COVID-19 epidemic: A case study of Hong Kong. Psychiatry Research. 2020;293 doi: 10.1016/j.psychres.2020.113423. PubMed DOI PMC
Van der Velden P.G., Hyland P., Contino C., von Gaudecker H.M., Muffels R., Das M. Anxiety and depression symptoms, the recovery from symptoms, and loneliness before and after the COVID-19 outbreak among the general population: Findings from a dutch population-based longitudinal study. PLOS ONE. 2021;16 doi: 10.1371/journal.pone.0245057. PubMed DOI PMC
Wilkowski B.M., Robinson M.D., Meier B.P. Agreeableness and the prolonged spatial processing of antisocial and prosocial information. Journal of Research in Personality. 2006;40(6):1152–1168. doi: 10.1016/j.jrp.2005.12.004. DOI
Yamada Y., Ćepulić D., Coll-Martín T., Debove S., Gautreau G., Han H.…Lieberoth A. COVIDiSTRESS Global Survey dataset on psychological and behavioural consequences of the COVID-19 outbreak. Scientific data. 2021;8(3) doi: 10.1038/s41597-020-00784-9. PubMed DOI PMC
Zacher H., Rudolph C.W. Big Five traits as predictors of perceived stressfulness of the COVID-19 pandemic. Personality and Individual Differences. 2021;175 doi: 10.1016/j.paid.2021.110694. PubMed DOI PMC
Zajenkowski M., Jonason P.K., Leniarska M., Kozakiewicz Z. Who complies with the restrictions to reduce the spread of COVID-19?: Personality and perceptions of the COVID-19 situation. Personality and Individual Differences. 2021;166 doi: 10.1016/j.paid.2020.110199. PubMed DOI PMC
Validation of the Short Version (TLS-15) of the Triangular Love Scale (TLS-45) across 37 Languages