Submitted:
14 February 2024
Posted:
15 February 2024
You are already at the latest version
Abstract
Keywords:
1. Introduction
- The psychological burden during the COVID-19 pandemic varied according to occupation and the extent of social involvement, particularly whether an individual was actively employed or retired. Engaging in healthcare roles presented an elevated level of psychological pressure.
- Romanians residing with their families have encountered a diminished psychological impact in contrast to those living alone. Furthermore, we suggest that having a pet functions as a protective source of emotional support.
- Anxiety, stress, and depression induced by the pandemic were heightened for individuals who witnessed the death of a friend or a relative.
- Vaccination conferred an emotionally protective status by reducing stress, anxiety, and depression.
- The hospitalization of individuals with COVID-19 intensified psychological imbalance by exacerbating distress, and the persistence of symptoms further compromised the mental health of Romanians.
- The experience of going through the illness was perceived as a negative emotional burden, varying across the three phases of the pandemic.
- Reinfection with SARS-CoV-2 emotionally strained the analyzed population.
2. Materials and Methods
Study design.
Study population.
Statistical analysis.
3. Results
3.1. Comparative Analysis of Anxiety, Depression, and Stress Levels Based on Occupational Status
3.2. Comparative Analysis of Anxiety, Depression, and Stress Levels Based on Living Arrangements
3.3. Comparative analysis of anxiety, depression, and stress levels among groups that had experienced the loss of a relative or a friend
3.4. Comparison of anxiety, depression, and stress scores between the COVID-19 vaccination groups
3.5. Comparative Analysis of Anxiety, Depression, and Stress Levels between COVID-19 Hospitalized Patients and those Managed Outside Hospital Settings.
3.6. Comparative analysis of anxiety, depression, and stress levels between the time of infection. We have classified the distinct stages of the pandemic as follows:
- The Initial Phase: This pertains to the period from the onset of the first case of COVID-19 until January 2021.
- The Middle Phase: This covers the timeframe from January 2021 to January 2022, aligning with the emergence of the Omicron variant.
- The Final Phase: This phase spans from January 2022 until May 5, 2023, coinciding with the World Health Organization's (WHO) declaration that the pandemic no longer constitutes an international concern.
3.7. Comparative analysis of anxiety, depression, and stress levels concerning reinfection with SARS-CoV2
4. Discussion
4.1. Mental distress and occupational status
4.2. Living Arrangement and its Impact on pandemic time mental health
4.3. The Impact of Grief on Mental Health
4.4. The Influence of Vaccination on Mental Health
4.5. Comparative Analysis of Distress in the Population Requiring Hospitalization versus Those Who Did Not
4.6. Mental strain according to the timing of infection, concerning the pandemic waves
4.7. The consequences of reinfection
The limitations of the study
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Holmes, E.A.; O'Connor, R.C.; Perry, V.H.; Tracey, I.; Wessely, S.; Arseneault, L.; Ballard, C.; Christensen, H.; Cohen Silver, R.; Everall, I.; Ford, T.; John, A.; Kabir, T; King, K.; Madan, I.; Michie, S.; Przybylski, A.K.; Shafran, R.; Sweeney, A.; Worthman, C.M.; Yardley, L.; Cowan, K.; Cope, C.; Hotopf, M.; Bullmore, E. Multidisciplinary research priorities for the COVID-19 pandemic: a call for action for mental health science. Lancet Psychiatry, 2020, Jun; 7(6):547-560. [CrossRef]
- Rogers, J.P.; Chesney, E.; Oliver, D.; Pollak, T.A.; McGuire, P.; Fusar-Poli, P.; Zandi, M.S.; Lewis, G.; David, A.S. Psychiatric and neuropsychiatric presentations associated with severe coronavirus infections: a systematic review and meta-analysis with comparison to the COVID-19 pandemic. Lancet Psychiatry, 2020, Jul; 7(7):611-627. [CrossRef]
- Qiu, J.; Shen, B.; Zhao, M.; Wang, Z.; Xie, B.; Xu, Y. A nationwide survey of psychological distress among Chinese people in the COVID-19 epidemic: implications and policy recommendations. Gen Psychiatr, 2020, 33(2): e100213. [CrossRef]
- Lai, J.; Ma, S.; Wang, Y.; Cai, Z.; Hu, J.; Wei, N.; et al. Factors associated with mental health outcomes among health care workers exposed to coronavirus disease 2019. JAMA Netw Open, 2020, 3(3): e203976. [CrossRef]
- Kwong, A.S.F.; Pearson, R.M.; Adams, M.J.; Northstone, K.; Tilling, K.; Smith, D.; Fawns-Ritchie, C.; Bould, H.; Warne, N.; Zammit, S.; Gunnell, D.J.; Moran, P.A.; Micali, N.; Reichenberg, A.; Hickman, M.; Rai, D.; Haworth, S.; Campbell, A.; Altschul, D.; Flaig, R.; McIntosh, A.M.; Lawlor, D.A.; Porteous, D.; Timpson, N.J. Mental health before and during the COVID-19 pandemic in two longitudinal UK population cohorts. Br J Psychiatry, 2021, Jun; 218(6):334-343. [CrossRef]
- 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. Lancet, 2020, Mar 14; 395(10227):912-920. [CrossRef]
- Lam, M.H.; Wing, Y.K.; Yu, M.W.; Leung, C.M.; Ma, R.C.; Kong, A.P.; So, W.Y.; Fong, S.Y.; Lam, S.P. Mental morbidities and chronic fatigue in severe acute respiratory syndrome survivors: long-term follow-up. Arch Intern Med, 2009, Dec 14; 169(22):2142-7.
- Cheung, Y.T.; Chau, P.H.; Yip, P.S. A revisit on older adults suicides and Severe Acute Respiratory Syndrome (SARS) epidemic in Hong Kong. Int J Geriatr Psychiatry, 2008, Dec 23; (12):1231-8. [CrossRef]
- Mak, I.W.; Chu, C.M.; Pan, P.C.; Yiu, M.G.; Chan, V.L. Long-term psychiatric morbidities among SARS survivors. Gen Hosp Psychiatry, 2009, Jul-Aug; 31(4):318-26. [CrossRef]
- Bowe, B.; Xie, Y.; Al-Aly, Z. Acute and postacute sequelae associated with SARS-CoV-2 reinfection. Nat Med, 2022, Nov; 28(11):2398-2405.
- Musat, O.; Sorop, V.B.; Sorop, M.I.; Lazar, V.; Marti, D.T.; Susan, M.; Avram, C.R.; Oprisoni, A.;Vulcanescu, D.D.; Horhat, F.G.; et al. COVID-19 and Laboratory Markers from Romanian Patients—A Narrative Review. Life, 2023, 13, 1837. [CrossRef]
- Popa, E.; Tetia, T.; Poroch, M.; Ungureanu, M.; Cosmescu, A.; Barbacariu, L.; Slanina, A.M.; Bacusca, A.; Petroae, A.; Novac, O.; Manole, M.; Anton-Paduraru, D.; Popa, A.E.; Coman, E.A. The Effects of the COVID-19 Pandemic on Mental Health: A Web-Based Study Among Romanian Adults. Cureus, 2022, Nov 10; 14(11):e31331. [CrossRef]
- Hăisan, A.; Hogaș, S.; Măirean, C.; Punei, M.O.; Volovăț, S.R.; Hogaș, M.; Kantor, C.; Cimpoeșu, D. Compassion fatigue and compassion satisfaction among Romanian emergency medicine personnel. Front Med (Lausanne), 2023, Jul 24; 10:1189294. https://doi.org/10.3389/fmed.2023.1189294. [CrossRef]
- Stafie, C.S.; Profire, L.; Apostol, M.M.; Costache, I.I. The Professional and Psycho-Emotional Impact of the COVID-19 Pandemic on Medical Care—A Romanian GPs’ Perspective. Int. J. Environ. Res. Public Health, 2021, 18, 2031. [CrossRef]
- Penninx, B.W.J.H.; Benros, M.E.; Klein, R.S.; et al. How COVID-19 shaped mental health: from infection to pandemic effects. Nat Med, 2022, 28; 2027–2037. [CrossRef]
- Ali, A.M.; Alkhamees, A.A.; Hori, H.; Kim, Y.; Kunugi, H. The Depression Anxiety Stress Scale 21: Development and Validation of the Depression Anxiety Stress Scale 8-Item in Psychiatric Patients and the General Public for Easier Mental Health Measurement in a Post COVID-19 World. Int J Environ Res Public Health, 2021, Sep 27; 18(19):10142. [CrossRef]
- Antony, M.M.; Bieling, P.J.; Cox, B.J.; Enns, M.W.; Swinson, R.P. Psychometric properties of the 42-item and 21-item versions of the Depression Anxiety Stress Scales in clinical groups and a community sample. Psychol. Assess, 1998, 10 (2); 176–181.
- Zanon, C.; Brenner, R.E.; Baptista, M.N.; Vogel, D.L.; Rubin, M.; Al-Darmaki, F.R.; Gonçalves, M.; Heath, P.J.; Liao, H.Y.; Mackenzie, C.S.; Topkaya, N.; Wade, N.G.; Zlati, A. Examining the Dimensionality, Reliability, and Invariance of the Depression, Anxiety, and Stress Scale-21 (DASS-21) Across Eight Countries. Assessment, 2021, Sep; 28(6):1531-1544.
- Lovibond, S.H.; Lovibond, P.F. Manual for the Depression Anxiety Stress Scales, 2nd ed.; Sydney: Psychology Foundation, Australia, 1995.
- Xiong, J.; Lipsitz, O.; Nasri, F.; Lui, L.M.W.; Gill, H.; Phan, L.; Chen-Li, D.; Iacobucci, M.; Ho, R.; Majeed, A.; et al. Impact of COVID-19 pandemic on mental health in the general population: A systematic review. J. Affect. Disord. 2020, 277, 55–64. [CrossRef]
- Wang, C.; Tee, M.; Roy, A.E.; et al. The impact of COVID-19 pandemic on physical and mental health of Asians:A study of seven middle-income countries in Asia. PLoS One, 2021, 16(2):e0246824. [CrossRef]
- Petrino, R.; Riesgo, L.G.; Yilmaz, B. Burnout in emergency medicine professionals after 2 years of the COVID-19 pandemic: a threat to the healthcare system?. Eur J Emerg Med, 2022, Aug 1;29(4):279-284. [CrossRef]
- Casjens, S.; Taeger, D.; Brüning, T.; Behrens, T. Altered Mental Distress Among Employees From Different Occupational Groups and Industries During the COVID-19 Pandemic in Germany. J Occup Environ Med, 2022, Oct 1; 64(10):874-880. [CrossRef]
- Foti, G.; Bondanini, G.; Finstad, G.L.; Alessio, F.; Giorgi, G. The Relationship between Occupational Stress, Mental Health and COVID-19-Related Stress: Mediation Analysis Results. Adm. Sci., 2023, 13, 116. [CrossRef]
- Cabello, M.; Izquierdo, A.; Leal, I. Loneliness and not living alone is what impacted on the healthcare professional's mental health during the COVID-19 outbreak in Spain. Health Soc Care Community, 2022, May; 30(3):968-975. [CrossRef]
- Ghimire, J.; Carswell, A.T.; Ghimire, R.; Turner, P.R. The Impact of U.S. Housing Type and Residential Living Situations on Mental Health during COVID-19. Int J Environ Res Public Health, 2021, Aug 5; 18(16):8281. [CrossRef]
- Xu, J.; Zhang, L. The effect of living alone on the mental health of the economically active floating population during the COVID-19 pandemic. Front Public Health, 2022, Aug 11; 10:931425. [CrossRef]
- Ratschen, E.; Shoesmith, E.; Shahab, L.; Silva, K.; Kale, D.; Toner, P.; Reeve, C.; Mills, D. S. Human-animal relationships and interactions during the Covid-19 lockdown phase in the UK: Investigating links with mental health and loneliness. PLoS One, 2020, 15 (9), e0239397. [CrossRef]
- Liu, W.-M.; Forbat, L.; Anderson, K. Death of a close friend: Short and long-term impacts on physical, psychological and social well-being. PLoS ONE, 2019, 14, e0214838.
- Araujo Hernández, M.; García Navarro, S.; García-Navarro, E.B. Approaching grief and death in family members of patients with COVID-19: Narrative review. Enferm. Clin., 2021, 31, S112–S116.
- Joaquim, R.M.; Pinto, A.L.C.B.; Guatimosim, R.F.; de Paula, J.J.; Souza Costa, D.; Diaz, A.P.; da Silva, A.G.; Pinheiro, M.I.C.; Serpa, A.L.O.; Miranda, D.M.; et al. Bereavement and psychological distress during COVID-19 pandemics: The impact of death experience on mental health. Curr. Res. Behav. Sci., 2021, 2, 100019. [CrossRef]
- Zhang, X.; Cai, Y.; Zhu, K.; Liu, Z.; Zhou, Q.; Zhu, Y.; Zhou, C.; Zhong, Z.; Liu, Y.; Xiao, W. Prevalence and risk factors of depression and anxiety among Chinese adults who received SARS-CoV-2 vaccine - A cross-sectional survey. J Affect Disord., 2023, Mar 1; 324:53-60.
- Pandey, K.; Thurman, M.; Johnson, S.D.; Acharya, A.; Johnston, M.; Klug, E.A.; Olwenyi, O.A.; Rajaiah, R.; Byrareddy, S.N. Mental Health Issues During and After COVID-19 Vaccine Era. Brain Res Bull., 2021, Nov; 176:161-173. [CrossRef]
- Chen, S.; Aruldass, A.R.; Cardinal, R.N. Mental health outcomes after SARS-CoV-2 vaccination in the United States:A national cross-sectional study. J Affect Disord. 2022, 298(Pt A):396-399.
- Szmyd, B.; Karuga, F.F.; Bartoszek, A.; et al. Attitude and Behaviors towards SARS-CoV-2 Vaccination among Healthcare Workers:A Cross-Sectional Study from Poland. Vaccines (Basel), 2021, 9(3):218.
- Moseholm, E.; Midtgaard, J.; Bollerup, S.; Apol, Á.D.; Olesen, O.B.; Jespersen, S.; Weis, N. Psychological Distress among Hospitalized COVID-19 Patients in Denmark during the First 12 Months of the Pandemic. Int J Environ Res Public Health, 2022, Aug 15; 19(16):10097. [CrossRef]
- Veazie, S.; Lafavor, B.; Vela, K.; Young, S.; Sayer, N.A.; Carlson, K.F.; O’Neil, M.E. Mental Health Outcomes of Adults Hospitalized for COVID-19: A Systematic Review. J. Affect Disord. Rep., 2022, 8, 100312. [CrossRef]
- Mazza, M.G.; Palladini, M.; De Lorenzo, R.; Magnaghi, C.; Poletti, S.; Furlan, R.; Ciceri, F. COVID-19 BioB Outpatient Clinic Study group; Rovere-Querini, P.; Benedetti, F. Persistent psychopathology and neurocognitive impairment in COVID-19 survivors: Effect of inflammatory biomarkers at three-month follow-up. Brain Behav Immun., 2021, May; 94:138-147. [CrossRef]
- Poletti, S.; Vai, B.; Mazza, M.G.; Zanardi, R.; Lorenzi, C.; Calesella, F.; Cazzetta, S.; Branchi, I.; Colombo, C.; Furlan, R.; Benedetti, F. A peripheral inflammatory signature discriminates bipolar from unipolar depression: a machine learning approach. Prog. Neuropsychopharmacol. Biol. Psychiatry, 2020, 105, 110136. [CrossRef]
- Roma, P.; Monaro, M.; Colasanti, M.; et al. A 2-Month Follow-Up Study of Psychological Distress among Italian People during the COVID-19 Lockdown. Int J Environ Res Public Health, 2020, 17(21):8180. [CrossRef]
- Centers for Disease Control and Prevention Investigative Criteria for Suspected Cases of SARS-CoV-2 Reinfection (ICR). Available online: https://stacks.cdc.gov/view/cdc/96072 (accessed on 1 November 2023).
- Flacco, M.E.; Acuti Martellucci, C.; Baccolini, V.; De Vito, C.; Renzi, E.; Villari, P.; Manzoli, L. Risk of reinfection and disease after SARS-CoV-2 primary infection: Meta-analysis. Eur. J. Clin. Investig., 2022, 52:e13845.
- MA, Yi-rui.; DENG, Jie.; LIANG, Wan-nian.; LIU, Min.; LIU, Jue. Meta-analysis of SARS-CoV-2 reinfection rate in the world. CHINESE JOURNAL OF DISEASE CONTROL & PREVENTION, 2023, 27(2): 127-135.
- Bowe, B.; Xie, Y.; Al-Aly, Z. Acute and postacute sequelae associated with SARS-CoV-2 reinfection. Nat. Med., 2022, 28:2398–2405.
- Ren, X.; Zhou, J.; Guo, J.; et al. Reinfection in patients with COVID-19: a systematic review. Glob. health res. policy., 2022, 7, 12. [CrossRef]



| Severity | Depression | Anxiety | Stress |
|---|---|---|---|
| Normal | 0-9 | 0-7 | 0-14 |
| Mild | 10-13 | 8-9 | 15-18 |
| Moderate | 14-20 | 10-14 | 19-25 |
| Severe | 21-27 | 15-19 | 26-33 |
| Extremely Severe | 28+ | 20+ | 34+ |
| HospitalizationAnxiety score | Average ± SD | Median (IQR) | Average rank | p* |
| Present (p<0.001**) | 19.75 ± 13.22 | 19 (8-30) | 345.43 | <0.001 |
| Absent (p<0.001**) | 9.51 ± 9.18 | 8 (2-14) | 226.07 | |
| Hospitalization / Depression score | Average ± SD | Median (IQR) | Average rank | p* |
| Present (p<0.001**) | 18.01 ± 12.94 | 16 (6-28) | 351.07 | <0.001 |
| Absent (p<0.001**) | 7.55 ± 7.83 | 6 (2-12) | 223.78 | |
| Hospitalization / Stress score | Average ± SD | Median (IQR) | Average rank | p* |
| Present (p<0.001**) | 19.85 ± 13.55 | 19 (8-32) | 348.89 | <0.001 |
| Absent (p<0.001**) | 8.93 ± 8.76 | 6 (2-14) | 224.67 |
| Reinfection / Anxiety score | Average ± SD | Median (IQR) | Average rank | p* |
| Present (p<0.001**) | 16.39 ± 12.75 | 14 (4-26) | 308.51 | 0.001 |
| Absent (p<0.001**) | 11.57 ± 10.97 | 8 (2-18) | 250.13 | |
| Reinfection / Depression score | Average ± SD | Median (IQR) | Average rank | p* |
| Present (p<0.001**) | 15.46 ± 12.07 | 12 (4-24) | 329.52 | <0.001 |
| Absent (p<0.001**) | 9.46 ± 10.02 | 6 (2-14) | 245.32 | |
| Reinfection / Stress score | Average ± SD | Median (IQR) | Average rank | p* |
| Present (p<0.001**) | 16.31 ± 12.75 | 14 (5-24) | 314.79 | <0.001 |
| Absent (p<0.001**) | 11.12 ± 10.95 | 8 (2-18) | 248.69 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).