The effect of intolerance of uncertainty on anxiety and depression, and their symptom networks, during the COVID-19 pandemic.
Open accessAbstract
Individuals vary in their ability to tolerate uncertainty. High intolerance of uncertainty (the tendency to react negatively to uncertain situations) is a known risk factor for mental health problems. In the current study we examined the degree to which intolerance of uncertainty predicted depression and anxiety symptoms and their interrelations across the first year of the COVID-19 pandemic. We examined these associations across three time points (May 2020 – April 2021) in an international sample of adults (N = 2087, Mean age = 41.13) from three countries (UK, USA, Australia) with varying degrees of COVID-19 risk. We found that individuals with high and moderate levels of intolerance of uncertainty reported reductions in depression and anxiety symptoms over time. However, symptom levels remained significantly elevated compared to individuals with low intolerance of uncertainty. Individuals with low intolerance of uncertainty had low and stable levels of depression and anxiety across the course of the study. Network analyses further revealed that the relationships between depression and anxiety symptoms became stronger over time among individuals with high intolerance of uncertainty and identified that feeling afraid showed the strongest association with intolerance of uncertainty. Our findings are consistent with previous work identifying intolerance of uncertainty as an important risk factor for mental health problems, especially in times marked by actual health, economic and social uncertainty. The results highlight the need to explore ways to foster resilience among individuals who struggle to tolerate uncertainty, as ongoing and future geopolitical, climate and health threats will likely lead to continued exposure to significant uncertainty.
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Intolerance of uncertainty is a significant risk factor for mental health issues, particularly during periods of actual physical, economic, and social unpredictability.
“For instance, a recent study showed that intolerance of uncertainty is a significant risk factor for mental health issues, particularly during periods of actual physical, economic, and social unpredictability (Andrews et al., 2023).”
From The relationship between tolerance for uncertainty and academic adjustment: the mediating role of students’ psychological flexibility during COVID-19 (2023) · cites this paper as Andrews et al., 2023
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References 32 · Cited by 54
Research works printed but not linked: 19
- [3]Parola A Rossi A Tessitore F Troisi G Mannarini S Mental health through the COVID-19 quarantine: a growth curve analysis on Italian young adults Front Psychol 2020 11 567484 10.3389/fpsyg.2020.567484 33132973 PMC7566042 · DOI
- [4]Buhr K Dugas MJ The role of fear of anxiety and intolerance of uncertainty in worry: an experimental manipulation Behav Res Ther 2009 47 3 215 223 10.1016/j.brat.2008.12.004 19159867 · DOI · Paper page
- [5]Rutter H Wolpert M Greenhalgh T Managing uncertainty in the covid-19 era BMJ 2020 370 m3349 10.1136/bmj.m3349 32873549 · DOI
- [8]Taha S Matheson K Cronin T Anisman H Intolerance of uncertainty, appraisals, coping, and anxiety: the case of the 2009 H1N1 pandemic Br J Health Psychol 2014 19 3 592 605 10.1111/bjhp.12058 23834735 · DOI · Paper page
- [9]del Valle M Andrés ML Urquijo S Yerro M López Morales H Canet Juric L Intolerance of uncertainty over COVID-19 pandemic and its effect on anxiety and depressive symptoms Revista Interamericana de Psicologia/Interamerican Journal of Psychology 2020 54 e1335 10.30849/ripijp.v54i2.1335 · DOI
- [10]Voitsidis P, Nikopoulou VA, Holeva V, Parlapani E, Sereslis K, Tsipropoulou V, et al. The mediating role of fear of COVID-19 in the relationship between intolerance of uncertainty and depression. Psychology Psychother. 2020; 10.1111/papt.12315. PMC7753422 33216444 · DOI · Paper page
- [12]McElroy E Fearon P Belsky J Fonagy P Patalay P Networks of depression and anxiety symptoms across development J Am Acad Child Adolesc Psychiatry 2018 57 12 964 973 10.1016/j.jaac.2018.05.027 30522742 PMC6290121 · DOI
- [13]Epskamp S Borsboom D Fried EI Estimating psychological networks and their accuracy: a tutorial paper Behav Res Methods 2018 50 1 195 212 10.3758/s13428-017-0862-1 28342071 PMC5809547 · DOI · Paper page
- [14]Cramer AOJ van Borkulo CD Giltay EJ van der Maas HLJ Kendler KS Scheffer M Borsboom D Major depression as a complex dynamic system PLoS One 2016 11 12 e0167490 10.1371/journal.pone.0167490 27930698 PMC5145163 · DOI
- [15]Hale T Angrist N Goldszmidt R Kira B Petherick A Phillips T Webster S Cameron-Blake E Hallas L Majumdar S Tatlow H A global panel database of pandemic policies (Oxford COVID-19 government response tracker) Nat Hum Behav 2021 5 4 529 538 10.1038/s41562-021-01079-8 33686204 · DOI · Paper page
- [19]Kertz S Bigda-Peyton J Bjorgvinsson T Validity of the generalized anxiety Disorder-7 scale in an acute psychiatric sample Clin Psychol Psychother 2013 20 5 456 464 10.1002/cpp.1802 22593009 · DOI · Paper page
- [20]Spitzer RL Kroenke K Williams JBW Löwe B A brief measure for assessing generalized anxiety disorder: the GAD-7 Arch Intern Med 2006 166 10 1092 1097 10.1001/archinte.166.10.1092 16717171 · DOI · Paper page
- [21]Burnham KP Anderson DR Information and likelihood theory: a basis for model selection and inference Model selection and multimodel inference: a practical information-theoretic approach 2002 Springer 49 97
- [22]Lauritzen SL Graphical models 1996 Clarendon Press
- [23]Fruchterman TMJ Reingold EM Graph drawing by force-directed placement Software: Practice and Experience 1991 21 11 1129 1164 10.1002/spe.4380211102 · DOI · Paper page
- [28]McElroy E Napoleone E Wolpert M Patalay P Structure and connectivity of depressive symptom networks corresponding to early treatment response EClinicalMedicine 2019 8 29 36 10.1016/j.eclinm.2019.02.009 31193604 PMC6537518 · DOI
- [29]Carleton RN Into the unknown: a review and synthesis of contemporary models involving uncertainty J Anxiety Disord 2016 39 30 43 10.1016/j.janxdis.2016.02.007 26945765 · DOI · Paper page
- [30]Fried EI Eidhof MB Palic S Costantini G Huisman-van Dijk HM Bockting CLH Engelhard I Armour C Nielsen ABS Karstoft K-I Replicability and generalizability of posttraumatic stress disorder (PTSD) networks: a cross-cultural multisite study of PTSD symptoms in four trauma patient samples Clin Psychol Sci 2018 6 3 335 351 10.1177/2167702617745092 29881651 PMC5974702 · DOI
- [32]Ponder WN Walters K Simons JS Simons RM Jetelina KK Carbajal J Network analysis of distress, suicidality, and resilience in a treatment seeking sample of first responders J Affect Disord 2023 320 742 750 10.1016/j.jad.2022.09.097 36179781 · DOI
- Authors
- Andrews, J. L., Li, M., Minihan, S., Songco, A., Fox, E., Ladouceur, C. D., Mewton, L., Moulds, M., Pfeifer, J. H., Van Harmelen, A.-L., & Schweizer, S.
- Affiliations
- UNSW Sydney (AU)
- The University of Adelaide (AU)
- University of Pittsburgh (US)
- University of Oregon (US)
- University of Cambridge (GB)
- Corresponding author
- Andrews, Jack L.
- ORCID
- Venue
- BMC Psychiatry
- Published
- 2023-04-17
- Volume
- 23
- Issue
- 1
- Pages
- 261-261
- ISSN
- 1471-244X (ISSN-L)
- PMC
- PMC10109227
- OpenAlex
- W4366204863
- Cited by
- 54
- References
- 32
- Citations by year
- 2026: 11 · 2025: 15 · 2024: 21 · 2023: 7
- FWCI
- 15.74
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- BMC Psychiatry (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- UNSWorks (University of New South Wales, Sydney, Australia) (submittedVersion, cc-by-nc-nd)
- Leiden Repository (Leiden University) (submittedVersion, cc-by)
- Adelaide Research & Scholarship (AR&S) (University of Adelaide) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Wellcome Trust (209127/Z/17/Z)
- National Institute of Mental Health (R01MH126979, R01MH124866, R01MH111600, R21MH122808, R01/R56 MH107418, R61-MH121560)
- Medical Research Council (APP1184136)
- Topics
- Social Sciences › Psychology › Clinical Psychology › COVID-19 and Mental Health
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
- Keywords
- intolerance of uncertainty, anxiety, depression, COVID-19 pandemic, symptom networks, fear, mental health, resilience, uncertainty
- MeSH terms
- COVID-19, Adult, Anxiety, Depression, Humans, Uncertainty, Pandemics
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