Health Psychology Research / HPR / Volume 11 / Issue 1 / DOI: 10.52965/​001c.91274
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Predictors of poor psychological functioning of healthcare workers   based in Greece during the COVID-19 pandemic 

Basant K. Puri1,2 Anastasia Miari3 Maria Theodoratou3,4
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1 Winchester University, Winchester University
2 C.A.R., Cambridge
3 Social Sciences, Hellenic Open University
4 Health Sciences, Neapolis University Pafos
Submitted: 27 July 2023 | Accepted: 14 October 2023 | Published: 27 December 2023
© 2023 by the Author(s). Licensee Health Psychology Research, USA. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution -Noncommercial 4.0 International License (CC BY-NC 4.0) ( https://creativecommons.org/licenses/by-nc/4.0/ )
Abstract

Background

Poor psychological functioning during the COVID-19 pandemic has been reported in several studies of healthcare workers from around the world. Factors that might predict this have yet to be established.

Objectives

First, to ascertain which factors were associated with poor psychological functioning in a cohort of healthcare workers during the COVID-19 pandemic. Second, to characterize key sociodemographic aspects of this cohort. Third, to determine the degree to which any predictors of poor psychological functioning were associated with each other.

Methods

A questionnaire-based cross-sectional study was conducted of 144 healthcare workers in Patras, Greece, during the COVID-19 pandemic. The questionnaire consisted of: (1) demographic survey questions; (2) the Psychological Consequences Questionnaire scale; (3) the Kessler Psychological Distress scale; and (4) Toulouse’s scale for coping strategies. The data were analyzed using general linear modeling.

Results

The statistical model (p < 10-10) indicated that smoking or taking drugs to calm anxiety, feeling ashamed, and being overwhelmed by one’s feelings were all predictors of poor psychological functioning. Conversely, income was a protective factor. A post hoc network analysis showed that smoking or taking drugs to calm anxiety was relatively strongly associated with feeling ashamed; the latter was also associated with feeling overwhelmed. There was a weak negative association between income and feeling ashamed.

Conclusion

This study highlights the critical importance of psychological functioning in shaping the mental well-being of healthcare professionals during pandemics. Prioritizing the mental health of frontline workers is crucial for their well-being and for the overall functioning of healthcare systems.

Keywords
Health care workers
psychological functioning
psychological distress
coping
K-6 scale
Toulouse's scale for coping
Covid-19 pandemic
References

1. Babore A, Lombardi L, Viceconti ML, et al. Psychological effects of the COVID-2019 pandemic: Perceived stress and coping strategies among healthcare professionals. Psychiatry Res. 2020;293:113366. doi:10.1016/j.psychres.2020.113366
2. Carmassi C, Foghi C, Dell’Oste V, et al. PTSD symptoms in healthcare workers facing the three coronavirus outbreaks: What can we expect after the COVID-19 pandemic. Psychiatry Res. 2020;292:113312. doi:10.1016/j.psychres.2020.113312
3. Kadović M, Mikšić Š, Lovrić R. Ability of emotional regulation and control as a stress predictor in healthcare professionals. Int J Environ Res Public Health. 2022;20(1):541. doi:10.3390/ijerph20010541
4. Ngere AO, Waithima C, Karume M, Kihara M. The association between levels of psychological distress due to COVID-19 and psychological coping strategies among Nairobi residents. East Afr J Health Sci. 2023;6(1):55-61. doi:10.37284/eajhs.6.1.1113
5. Nielsen MB, Knardahl S. Coping strategies: a prospective study of patterns, stability, and relationships with psychological distress. Scand J Psychol. 2014;55(2):142-150. doi:10.1111/sjop.12103
6. Lazarus RS, Folkman S. Stress, Appraisal, and Coping. Springer; 1984.
7. Israelashvili J. More Positive Emotions During the COVID-19 Pandemic Are Associated With Better Resilience, Especially for Those Experiencing More Negative Emotions. Front Psychol. 2021;12:648112. doi:10.3389/fpsyg.2021.648112
8. Landy JF, Shigeto A, Laxman DJ, Scheier LM. Typologies of stress appraisal and problem-focused coping: associations with compliance with public health recommendations during the COVID-19 pandemic. BMC Public Health. 2022;22(1):784. doi:10.1186/s12889-022-13161-5
9. Theodoratou M, Kalpini Papadopoulou CH, Kiritsi V, et al. Novel insights on Greek students’ coping strategies. J Psychol Clin Psychiatry. 2017;8(1). doi:10.15406/jpcpy.2017.08.00473
10. Theodoratou M, Farmakopoulou I, Kougioumtzis G, et al. Emotion-focused coping, social support and active coping among university students: Gender differences. J Psychol Clin Psychiatry. 2023;14(1):5-9. doi:10.15406/jpcpy.2023.14.00720
11. Lara R, Fernández-Daza M, Zabarain-Cogollo S, et al. Active Coping and Anxiety Symptoms during the COVID-19 Pandemic in Spanish Adults. Int J Environ Res Public Health. 2021;18(16):8240. doi:10.3390/ijerph18168240
12. Fredrickson BL. Cultivating positive emotions to optimize health and well-being. Prev Treat. 2000;3(1). doi:10.1037/1522-3736.3.1.31a
13. Compas BE, Connor-Smith JK, Saltzman H, Thomsen AH, Wadsworth ME. Coping with stress during childhood and adolescence: problems, progress, and potential in theory and research. Psychol Bull. 2001;127(1):87-127. doi:10.1037/0033-2909.127.1.87
14. Compas BE, Jaser SS, Dunbar JP, et al. Coping and Emotion Regulation from Childhood to Early Adulthood: Points of Convergence and Divergence. Aust J Psychol. 2014;66(2):71-81. doi:10.1111/ajpy.12043
15. Skinner EA, Edge K, Altman J, Sherwood H. Searching for the structure of coping: a review and critique of category systems for classifying ways of coping. Psychol Bull. 2003;129(2):216-269. doi:10.1037/0033-2909.129.2.216
16. Folkman S, Moskowitz JT. Positive affect and meaning-focused coping during significant psychological stress. In: Hewstone M, Schut HAW, De Wit JBF, van den Bos K, Stroebe MS, eds. The Scope of Social Psychology: Theory and Applications. Psychology Press; 2007:193-208.
17. Linden B, Monaghan C, Zheng S, Rose J, Mahar A. A cross-sectional analysis of the impact of COVID-19 related stressors on Canadian university students’ mental health and wellbeing (Preprint). doi:10.21203/rs.3.rs-971271/v1
18. Oh H, Marinovich C, Rajkumar R, et al. COVID-19 dimensions are related to depression and anxiety among US college students: Findings from the Healthy Minds Survey 2020. J Affect Disord. 2021;292:270-275. doi:10.1016/j.jad.2021.05.121
19. Taylor SE, Stanton AL. Coping resources, coping processes, and mental health. Annu Rev Clin Psychol. 2007;3:377-401. doi:10.1146/annurev.clinpsy.3.022806.091520
20. Greenberg N, Docherty M, Gnanapragasam S, Wessely S. Managing mental health challenges faced by healthcare workers during covid-19 pandemic. BMJ. 2020;368:m1211. doi:10.1136/bmj.m1211
21. Li Z, Ge J, Yang M, et al. Vicarious traumatization in the general public, members, and non-members of medical teams aiding in COVID-19 control. Brain Behav Immun. 2020;88:916-919. doi:10.1016/j.bbi.2020.03.007
22. Que J, Shi L, Deng J, et al. Psychological impact of the COVID-19 pandemic on healthcare workers: a cross-sectional study in China. Gen Psychiatry. 2020;33(3):e100259. doi:10.1136/gpsych-2020-100259
23. Zhang Y, Ma ZF. Impact of the COVID-19 pandemic on mental health and quality of life among local residents in Liaoning Province, China: a cross-sectional study. Int J Environ Res Public Health. 2020;17(7):2381. doi:10.3390/ijerph17072381
24. Cabarkapa S, Nadjidai SE, Murgier J, Ng CH. The psychological impact of COVID-19 and other viral epidemics on frontline healthcare workers and ways to address it: A rapid systematic review. Brain Behav Immun - Health. 2020;8:100144. doi:10.1016/j.bbih.2020.100144
25. Roelen C, van Rhenen W, Schaufeli W, et al. Mental and physical health-related functioning mediates between psychological job demands and sickness absence among nurses. J Adv Nurs. 2014;70(8):1780-1792. doi:10.1111/jan.12335
26. Vahedian-Azimi A, Moayed MS, Rahimibashar F, Shojaei S, Ashtari S, Pourhoseingholi MA. Comparison of the severity of psychological distress among four groups of an Iranian population regarding COVID-19 pandemic. BMC Psychiatry. 2020;20(1):402. doi:10.1186/s12888-020-02804-9
27. Tan BYQ, Chew NWS, Lee GKH, et al. Psychological impact of the COVID-19 pandemic on health care workers in Singapore. Ann Intern Med. 2020;173(4):317-320. doi:10.7326/m20-1083
28. Zhang WR, Wang K, Yin L, et al. Mental health and psychosocial problems of medical health workers during the COVID-19 epidemic in China. Psychother Psychosom. 2020;89(4):242-250. doi:10.1159/000507639
29. Kim SC, Sloan C, Chechel L, Redila M, Ferguson J. Severe burnout and poor mental health among healthcare workers 6 months after COVID-19 pandemic declaration: what can we learn for future emergencies? J Nurs Adm. 2021;51(11):554-560. doi:10.1097/nna.0000000000001063
30.Badru OA, Oloko KO, Hassan AO, Yusuf OB, Abdur-Razaq UA, Yakub S. Prevalence and correlates of psychological distress amongst healthcare workers during the COVID-19 pandemic: An online survey. South Afr J Psychiatry. 2021;27:1617. doi:10.4102/sajpsychiatry.v27i0.1617
31. McCullagh P, Nelder JA. Generalized Linear Models. 2nd ed. Chapman and Hall; 1989. doi:10.1007/978-1-4899-3242-6
32. Cockburn J, De Luise T, Hurley S, Clover K. Development and validation of the PCQ: a questionnaire to measure the psychological consequences of screening mammography. Soc Sci Med 1982. 1992;34(10):1129-1134. doi:10.1016/0277-9536(92)90286-y
33. Kessler RC, Barker PR, Colpe LJ, et al. Screening for serious mental illness in the general population. Arch Gen Psychiatry. 2003;60(2):184-189. doi:10.1001/archpsyc.60.2.184
34. Tap P, Esparbès S, Sordes-Ader F. Coping strategies and personalization. Bulg J Psychol. 1995;2:59-80.
35. Theodoratou M. Scale of Evaluating Coping Strategies. In: Stalikas A, Triliva S, Roussi P, eds. Psychometric Tools in Greece. Ellinika Grammata; 1999.
36. JASP Team. JASP (Version 0.17.2.1).; 2023.
37. R Core Team. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing; 2022.
38. Taylor AE, Fluharty ME, Bjørngaard JH, et al. Investigating the possible causal association of smoking with depression and anxiety using Mendelian randomisation meta-analysis: the CARTA consortium. BMJ Open. 2014;4(10):e006141. doi:10.1136/bmjopen-2014-006141
39. Weyandt LL, Gudmundsdottir BG, Holding EZ, et al. Prescription opioid misuse among university students: A systematic review. J Am Coll Health. 2022;70(4):1119-1137. doi:10.1080/07448481.2020.1786095
40. Kirby JN, Day J, Sagar V. The “flow” of compassion: A meta-analysis of the fears of compassion scales and psychological functioning. Clin Psychol Rev. 2019;70:26-39. doi:10.1016/j.cpr.2019.03.001
41. Hodkinson A, Zhou, A, Johnson J, et al. Associations of physician burnout with career engagement and quality of patient care: systematic review and meta-analysis. BMJ. 2022;378:e070442. doi:10.1136/bmj-2022-070442
42. Howell RT, Howell CJ. The relation of economic status to subjective well-being in developing countries: a meta-analysis. Psychol Bull. 2008;134(4):536-560. doi:10.1037/0033-2909.134.4.536
43. Wang Y, Ma S, Yang C, et al. Acute psychological effects of Coronavirus Disease 2019 outbreak among healthcare workers in China: a cross-sectional study. Transl Psychiatry. 2020;10(1):348. doi:10.1038/s41398-020-01031-w
44. Wu C, Liu Y, Ma S, et al. The mediating roles of coping styles and resilience in the relationship between perceived social support and posttraumatic growth among primary caregivers of schizophrenic patients: a cross-sectional study. BMC Psychiatry. 2021;21(1):58. doi:10.1186/s12888-021-03058-9
45. Pollock A, Campbell P, Cheyne J, et al. Interventions to support the resilience and mental health of frontline health and social care professionals during and after a disease outbreak, epidemic or pandemic: a mixed methods systematic review. Cochrane Database Syst Rev. 2020;11(11):CD013779. doi:10.1002/14651858.cd013779
46. Zhang XT, Shi SS, Qin Ren Y, Wang L. The traumatic experience of clinical nurses during the COVID-19 pandemic: which factors are related to post-traumatic growth? Risk Manag Healthc Policy. 2021;14:2145-2151. doi:10.2147/rmhp.s307294

Conflict of interest
The authors declare they have no competing interests.
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Health Psychology Research, Electronic ISSN: 2420-8124 Published by Health Psychology Research