The DOI matches its Crossref record; 101 of the 114 references it cites were found in a registry or an index, and 1 are not checked yet.
The mental health impact of the covid-19 pandemic on healthcare workers, and interventions to help them: A rapid systematic review
Open accessPublished version of a preprint
Abstract
Background: The covid-19 pandemic has heavily burdened, and in some cases overwhelmed, healthcare systems throughout the world. Healthcare workers are not only at heightened risk of infection, but also of adverse mental health outcomes. Identification of organizational, collegial and individual risk and resilience factors impacting the mental health of healthcare workers are needed to inform preparedness planning and sustainable response. Methods: We performed a rapid systematic review to identify, assess and summarize available research on the mental health impact of the covid-19 pandemic on healthcare workers. On 11 May 2020, we utilized the Norwegian Institute of Public Health's Live map of covid-19 evidence, the visualization of a database of 20,738 screened studies, to identify studies for inclusion. We included studies reporting on any type of mental health outcome in any type of healthcare workers during the pandemic. We described interventions reported by the studies, and narratively summarized mental health-related outcomes, as study heterogeneity precluded meta-analysis. We assessed study quality using design-specific instruments. Results: We included 59 studies, reporting on a total of 54,707 healthcare workers. The prevalence of general psychological distress across the studies ranged from 7-97% (median 37%), anxiety 9-90% (median 24%), depression 5-51% (median 21%), and sleeping problems 34-65% (median 37%). Seven studies reported on implementing mental health interventions, and most focused on individual symptom reduction, but none reported on effects of the interventions. In most studies, healthcare workers reported low interest in and use of professional help, and greater reliance on social support and contact with family and friends. Exposure to covid-19 was the most commonly reported correlate of mental health problems, followed by female gender, and worry about infection or about infecting others. Social support correlated with less mental health problems. Discussion: Healthcare workers in a variety of fields, positions, and exposure risks are reporting anxiety, depression, sleep problems, and distress during the covid-19 pandemic, but most studies do not report comparative data on mental health symptoms. before the pandemic. There seems to be a mismatch between risk factors for adverse mental health outcomes among healthcare workers in the current pandemic and their needs and preferences, and the individual psychopathology focus of current interventions. Efforts to help healthcare workers sustain healthy relationships to colleagues, family and friends over time may be paramount to safeguard what is already an important source of support during the prolonged crisis. Expanding interventions' focus to incorporate organizational, collegial and family factors to support healthcare workers responding to the pandemic could improve acceptability and efficacy of interventions. Other: The protocol for this review is available online. No funding was received.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The cited source says what the claim attributes to it.
In the citing paper
“Several factors have been reported to increase the risk for psychological symptoms in healthcare workers, including being a nurse, female gender, and frontline work (Muller et al., 2020; Pappa et al., 2020).”
From Beyond the physical risk: Psychosocial impact and coping in healthcare professionals during the COVID‐19 pandemic. (2025) · cites this paper as Muller et al., 2020
The cited source says what the claim attributes to it.
In the citing paper
“Several factors have been reported to increase the risk for psychological symptoms in healthcare workers, including being a nurse, female gender, and frontline work (Muller et al., 2020; Pappa et al., 2020).”
From Beyond the physical risk: Psychosocial impact and coping in healthcare professionals during the COVID‐19 pandemic. (2025) · cites this paper as Muller et al., 2020
The check wasn’t confident either way, so it gives no verdict — never disputed.
In the citing paper
“Several factors have been reported to increase the risk for psychological symptoms in healthcare workers, including being a nurse, female gender, and frontline work (Muller et al., 2020; Pappa et al., 2020).”
From Beyond the physical risk: Psychosocial impact and coping in healthcare professionals during the COVID‐19 pandemic. (2025) · cites this paper as Muller et al., 2020
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Dermyshi, E., Wang, Y., Yan, C., Hong, W., Qiu, G., Gong, X., & Zhang, T. (2017) · Neonatology · doi:10.1159/000454668 · Cited by 24,586
GRADE guidelines: 1. Introduction—GRADE evidence profiles and summary of findings tables
Guyatt, G., Oxman, A. D., Akl, E. A., Kunz, R., Vist, G., Brozek, J., Norris, S., Falck-Ytter, Y., Glasziou, P., & deBeer, H. (2011) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2010.04.026 · Cited by 10,681 · cited 1×
“We graded the certainty of the evidence using the GRADE approach (Grading of Recommendations Assessment, Development, and Evaluation) 20 .”
Self-citationShea, B. J., Reeves, B. C., Wells, G., Thuku, M., Hamel, C., Moran, J., Moher, D., Tugwell, P., Welch, V., Kristjansson, E., et al. (2017) · BMJ · doi:10.1136/bmj.j4008 · Cited by 10,636
Lai, J., Ma, S., Wang, Y., Cai, Z., Hu, J., Wei, N., Wu, J., Du, H., Chen, T., Li, R., et al. (2020) · JAMA Network Open · doi:10.1001/jamanetworkopen.2020.3976 · Cited by 8,015
Pappa, S., Ntella, V., Giannakas, T., Giannakoulis, V. G., Papoutsi, E., & Katsaounou, P. (2020) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2020.05.026 · Cited by 3,617 · cited 1×
“Pappa et al. 11 identified thirteen studies in a search on 17 April 2020 and pooled prevalence rates; they reported that more than one of every five healthcare workers suffered from anxiety and/or depression; nearly two in five reported insomnia.”
Norderyd, O. M., Koch, G., Papias, A., Köhler, A. A., Helkimo, A. N., Brahm, C., Lindmark, U., Lindfors, N., Mattsson, A., Rolander, B., et al. (2015) · PubMed · Cited by 3,584
COVID-19 and mental health: A review of the existing literature
Rajkumar, R. P. (2020) · Asian Journal of Psychiatry · doi:10.1016/j.ajp.2020.102066 · Cited by 3,574 · cited 1×
“We also identified two systematic reviews 29 ,31 , which identified five primary studies 8 ,35 ,39 ,47 ,76 .”
COVID-19 pandemic and mental health consequences: Systematic review of the current evidence
Vindegaard, N., & Benros, M. E. (2020) · Brain, Behavior, and Immunity · doi:10.1016/j.bbi.2020.05.048 · Cited by 3,221
COVID-19 and Italy: what next?
Remuzzi, A., & Remuzzi, G. (2020) · The Lancet · doi:10.1016/s0140-6736(20)30627-9 · Cited by 3,119
Rotenstein, L. S., Ramos, M. A., Torre, M., Segal, J. B., Peluso, M. J., Guille, C., Sen, S., & Mata, D. A. (2016) · JAMA · doi:10.1001/jama.2016.17324 · Cited by 2,479
Research works printed but not linked: 3
- Bohlken, 2020, [Experience of practice-based psychiatrists and neurologists during the COVID-19 pandemic], Psychiatr. Prax, 47, 214
- Cai, 2020, Psychological impact and coping strategies of frontline medical staff in Hunan between January and March 2020 during the outbreak of Coronavirus Disease 2019 (COVID19) in Hubei, China, Med. Sci. Monitor, 26
- Schulte, 2020, Addressing faculty emotional responses during the COVID19 pandemic, J. Pediatr.
Cited by
Sorted by citations
Søvold, L. E., Naslund, J. A., Kousoulis, A. A., Saxena, S., Qoronfleh, M. W., Grobler, C., & Münter, L. (2021) · Frontiers in Public Health · doi:10.3389/fpubh.2021.679397 · Cited by 973
Pollock, A., Campbell, P., Cheyne, J., Cowie, J., Davis, B., McCallum, J., McGill, K., Elders, A., Hagen, S., McClurg, D., et al. (2020) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd013779 · Cited by 631
Li, Y., Scherer, N., Felix, L., & Kuper, H. (2021) · PLOS ONE · doi:10.1371/journal.pone.0246454 · Cited by 536
Rahman, M. A., Hoque, N., Alif, S. M., Salehin, M., Islam, S. M. S., Banik, B., Sharif, A., Nazim, N. B., Sultana, F., & Cross, W. (2020) · Globalization and Health · doi:10.1186/s12992-020-00624-w · Cited by 327
“A recent systematic review of 59 studies with 54,707 participants showed that one or two of every five healthcare professionals reported anxiety, depression, distress and/or sleep problems during the current COVID-19 pandemic, which were primarily associated with increased workload [31].”
BackgroundCOVID-19 pandemic effects on health worker's mental health: systematic review and meta-analysis
Aymerich, C., Pedruzo, B., Pérez, J. L., Laborda, M., Herrero, J., Blanco, J., Mancebo, G., Andrés, L., Estévez, O., Fernandez, M., et al. (2022) · European Psychiatry · doi:10.1192/j.eurpsy.2022.1 · Cited by 234
Hospital nurses' moral distress and mental health during COVID‐19
Lake, E. T., Narva, A. M., Holland, S., Smith, J. G., Cramer, E., Rosenbaum, K. E. F., French, R., Clark, R. R. S., & Rogowski, J. (2021) · Journal of Advanced Nursing · doi:10.1111/jan.15013 · Cited by 230
“Research shows that in the early pandemic months, HCWs experienced high rates of anxiety, depression and sleep problems (Muller et al., 2020).”
BackgroundHealth care workers’ experiences during the COVID-19 pandemic: a scoping review
Chemali, S., Sáez, A. M., Bcheraoui, C. E., & Weishaar, H. B. (2022) · Human Resources for Health · doi:10.1186/s12960-022-00724-1 · Cited by 252
COVID-19 is having a destructive impact on health-care workers’ mental well-being
Vanhaecht, K., Seys, D., Bruyneel, L., Cox, B., Kaesemans, G., Cloet, M., den Broeck, K. V., Cools, O., Witte, A. D., Lowet, K., et al. (2020) · International Journal for Quality in Health Care · doi:10.1093/intqhc/mzaa158 · Cited by 231
“Symptoms as distress [12, 13, 16] and decreased appetite or indigestion are also frequently reported [12].”
BackgroundChutiyami, M., Cheong, A. M. Y., Salihu, D., Bello, U. M., Ndwiga, D. W., Maharaj, R., Naidoo, K., Kolo, M. A., Jacob, P., Chhina, N., et al. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.804525 · Cited by 206
Zhou, T., Xu, C., Wang, C., Sha, S., Wang, Z., Zhou, Y., Zhang, X., Hu, D., Liu, Y., Tian, T., et al. (2022) · BMC Health Services Research · doi:10.1186/s12913-022-07608-z · Cited by 243
“Social support has been considered an important resource to cope with job-related stressors [30].”
BackgroundChigwedere, O. C., Sadath, A., Kabir, Z., & Arensman, E. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18136695 · Cited by 181
Buselli, R., Corsi, M., Veltri, A., Baldanzi, S., Chiumiento, M., Lupo, E. D., Marino, R., Necciari, G., Caldi, F., Foddis, R., et al. (2021) · Psychiatry Research · doi:10.1016/j.psychres.2021.113847 · Cited by 171
Lamb, D., Gnanapragasam, S., Greenberg, N. L., Bhundia, R., Carr, E., Hotopf, M. H., Razavi, R., Raine, R., Cross, S., Dewar, A., et al. (2021) · Occupational and Environmental Medicine · doi:10.1136/oemed-2020-107276 · Cited by 154
“%) and a higher average age (51 years), 6 and more white participants (93.6% 6 ; 95% 7 ).”
InfluentialLee, B. E. C., Ling, M., Boyd, L., Olsson, C., & Sheen, J. (2023) · Journal of Affective Disorders · doi:10.1016/j.jad.2023.03.012 · Cited by 120
Psychiatric symptoms and moral injury among US healthcare workers in the COVID-19 era
Amsalem, D., Lazarov, A., Markowitz, J. C., Naiman, A., Smith, T. E., Dixon, L. B., & Neria, Y. (2021) · BMC Psychiatry · doi:10.1186/s12888-021-03565-9 · Cited by 143
“Other studies that surveyed psychopathology in HCWs found lower rates of anxiety (13–23%) and depression (18–23%) [4, 9, 41, 42].”
BackgroundAfulani, P. A., Gyamerah, A. O., Nutor, J. J., Laar, A. K., Aborigo, R., Malechi, H., Sterling, M., & Awoonor‐Williams, J. K. (2021) · PLoS ONE · doi:10.1371/journal.pone.0250294 · Cited by 133
Morawa, E., Schug, C., Geiser, F., Beschoner, P., Jerg‐Bretzke, L., Albus, C., Weidner, K., Hiebel, N., Borho, A., & Erim, Y. (2021) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2021.110415 · Cited by 127
Global impact of the COVID-19 pandemic on mental health services: A systematic review
Duden, G. S., Gersdorf, S., & Stengler, K. (2022) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2022.08.013 · Cited by 123
Social Support Mediates the Effect of Burnout on Health in Health Care Professionals
Ruisoto, P., Ramírez, M. R., López, P. A. G., Paladines-Costa, B., Vaca, S., & Clemente‐Suárez, V. J. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.623587 · Cited by 111
Schug, C., Morawa, E., Geiser, F., Hiebel, N., Beschoner, P., Jerg‐Bretzke, L., Albus, C., Weidner, K., Steudte‐Schmiedgen, S., Borho, A., et al. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18073827 · Cited by 131
“Working in direct contact with patients infected with COVID-19 was shown to be a correlate for adverse mental health outcomes among HCWs [12].”
BackgroundA hidden pandemic? An umbrella review of global evidence on mental health in the time of COVID-19
Bower, M., Smout, S., Donohoe‐Bales, A., O’Dean, S., Teesson, L., Boyle, J., Lim, D., Nguyen, A., Calear, A. L., Batterham, P. J., et al. (2023) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.1107560 · Cited by 121
Zaçe, D., Hoxhaj, I., Orfino, A., Viteritti, A. M., Janiri, L., & Di Pietro, M. L. (2021) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2021.02.019 · Cited by 105
Olaya, B., Pérez-Moreno, M. A., Bueno‐Notivol, J., Gracia‐García, P., Lasheras, I., & Santabárbara, J. (2021) · Journal of Clinical Medicine · doi:10.3390/jcm10153406 · Cited by 107
“[82] conducted a rapid systematic review in May 2020 focusing on several outcomes such as mental health problems and risk or resilience factors from quantitative and qualitative data.”
BackgroundCompassion fatigue in mental health nurses: A systematic review
Marshman, C., Hansen, A., & Munro, I. (2021) · Journal of Psychiatric and Mental Health Nursing · doi:10.1111/jpm.12812 · Cited by 98
Mortier, P., Vilagut, G., Ferrer, M., Serra, C., Molina, J. D. D., López‐Fresneña, N., Puig, T., Pelayo‐Terán, J. M., Pijoán, J. I., Emparanza, J. I., et al. (2021) · Depression and Anxiety · doi:10.1002/da.23129 · Cited by 91
“In line with these concerns, rates of depression, anxiety, and sleep problems among healthcare workers during COVID‐19 outbreaks are high (Muller et al., 2020; Pappa et al., 2020; Vindegaard & Benros, 2020), and those in direct contact with affected patients report posttraumatic stress and…”
BackgroundThe Psychological Impact of COVID-19 on Health-Care Workers in African Countries
Olashore, A. A., Akanni, O. O., Fela-Thomas, A. L., & Kadimo, K. (2021) · Asian Journal of Social Health and Behavior · doi:10.4103/shb.shb_32_21 · Cited by 89
Kunzler, A. M., Chmitorz, A., Röthke, N., Staginnus, M., Schäfer, S. K., Stoffers‐Winterling, J., & Lieb, K. (2022) · International Journal of Nursing Studies · doi:10.1016/j.ijnurstu.2022.104312 · Cited by 96
Pappa, S., Barnett, J., Berges, I., & Sakkas, N. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18094457 · Cited by 90
“4%), which was one of Europe’s hardest hit areas [41].”
BackgroundStigmatization from Work-Related COVID-19 Exposure: A Systematic Review with Meta-Analysis
Schubert, M., Ludwig, J., Freiberg, A., Hahne, T. M., Starke, K. R., Girbig, M., Faller, G., Apfelbacher, C., Knesebeck, O. V. D., & Seidler, A. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18126183 · Cited by 90
“Four of the reviews [28,30,33,46] only included one original study in their review, which we all iden-”
BackgroundWoon, L. S.-C., Sidi, H., Nik Jaafar, N. R., & Leong Bin Abdullah, M. F. I. (2020) · doi:10.20944/preprints202011.0422.v1 · Cited by 76
“In fact, a systematic review of studies on the psychological impact of the COVID-19 pandemic on healthcare workers highlighted that social support is the most common protective factor against mental health complications in the COVID-19 pandemic [38].”
BackgroundInfluentialExperiences of Healthcare Workers in Long-Term Care during COVID-19: A Scoping Review
Boamah, S. A., Weldrick, R., Havaei, F., Irshad, A., & Hutchinson, A. (2022) · Journal of Applied Gerontology · doi:10.1177/07334648221146252 · Cited by 90
“Perceived social support and availability of resources were found to have protective effects Nyashanu et al. (2022) United Kingdom To explore the triggers of mental health problems among healthcare workers in care homes during the COVID-19 pandemic Qualitative (semistructured interviews) n = 40 (20 female, 10 male) Tr…”
BackgroundInfluentialPérez, V., Menéndez-Crispín, E. J., Sarabia-Cobo, C., de Lorena, P., Fernández-Rodríguez, A., & González-Vaca, J. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph191811441 · Cited by 77
Pappa, S., Sakkas, N., & Sakka, E. (2021) · Sleep Medicine · doi:10.1016/j.sleep.2021.07.009 · Cited by 84
“[33] while the median prevalence of at 21% for depression and 24% for anxiety in another rapid systematic review [34].”
Yang, Y., Wang, P., Kelifa, M. O., Wang, B., Liu, M., Lu, L., & Wang, W. (2022) · Journal of Nursing Management · doi:10.1111/jonm.13325 · Cited by 73
Curtin, M., Richards, H. L., & Fortune, D. G. (2022) · Clinical Psychology Review · doi:10.1016/j.cpr.2022.102173 · Cited by 74
Salfi, F., Lauriola, M., D'Atri, A., Amicucci, G., Viselli, L., Tempesta, D., & Ferrara, M. (2021) · Scientific Reports · doi:10.1038/s41598-021-90993-y · Cited by 70
Cole, A., Ali, H., Ahmed, A., Hamasha, M., & Jordan, S. (2021) · Journal of Multidisciplinary Healthcare · doi:10.2147/jmdh.s308397 · Cited by 67
Psychological impact of COVID-19 on health workers in Ghana: A multicentre, cross-sectional study
Ofori, A. A., Osarfo, J., Agbeno, E. K., Manu, D. O., & Amoah, E. (2021) · SAGE Open Medicine · doi:10.1177/20503121211000919 · Cited by 66
Wert, M. J. V., Gandhi, S., Gupta, I., Singh, A., Eid, S. M., Burhanullah, M. H., Michtalik, H. J., & Malik, M. A. (2022) · Journal of General Internal Medicine · doi:10.1007/s11606-021-07251-0 · Cited by 72
Sun, J., Sarfraz, M., Ivaşcu, L., Iqbal, K., & Mansoor, A. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph191610359 · Cited by 87
“The authors of one study observed that the significant repercussions of COVID-19 have damaged employees’ psychological well-being, thereby negatively impacting their normal intellectual functioning [9].”
BackgroundUmbetkulova, S., Kanderzhanova, A., Foster, F., Stolyarova, V., & Cobb-Zygadlo, D. (2023) · Evaluation & the Health Professions · doi:10.1177/01632787231165076 · Cited by 71
“Identical protective factors were revealed in previous studies (Kang et al., 2020; Kisely et al., 2020; Muller et al., 2020; Sahebi et al., 2021; Vizheh et al., 2020).”
BackgroundResultInfluentialSteenkiste, E. V., Schoofs, J., Gilis, S., & Messiaen, P. (2021) · Acta Clinica Belgica · doi:10.1080/17843286.2021.1903660 · Cited by 62
“The questionnaire consists of 14 subscales and can be analyzed separately: [1] self-distraction, [2] active coping, [3] denial, [4] substance use, [5] emotional support, [6] informational support, [7] behavioral disengagement, [8] venting, [9] positive reframing, [10] planning, [11] humor, [12] acceptance, [13] religi…”
BackgroundSymptoms related to mental disorder in healthcare workers during the COVID-19 pandemic in Brazil
Campos, J. Á. D. B., Martins, B. G., Campos, L. A., Dias, F. V., & Marôco, J. P. (2021) · International Archives of Occupational and Environmental Health · doi:10.1007/s00420-021-01656-4 · Cited by 65
Engelbrecht, M., Heunis, C., & Kigozi, G. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18157919 · Cited by 62
Hawari, F. I., Obeidat, N. A., Dodin, Y., Albtoosh, A. S., Manasrah, R. M., Alaqeel, I. O., & Mansour, A. H. (2021) · PLoS ONE · doi:10.1371/journal.pone.0248741 · Cited by 61
“Unlike most other studies [7, 8, 41, 44], working in a Covid-19 designated ward or working directly with Covid-19 patients did not significantly correlate with higher distress levels in our multivariable model.”
ResultBias, Burnout, and Imposter Phenomenon: The Negative Impact of Under-Recognized Intersectionality
Cawcutt, K. A., Clance, P. R., & Jain, S. (2021) · Women s Health Reports · doi:10.1089/whr.2021.0138 · Cited by 68
“mental health in health care during the COVID-19 pandemic must not go unrecognized in this discussion.(12) The high burden of workload, combined with the distress related to many uncertainties throughout”
BackgroundThe Early Impact of the Covid-19 Emergency on Mental Health Workers: A Survey in Lombardy, Italy
Rapisarda, F., Vallarino, M., Cavallini, E., Barbato, A., Brousseau‐Paradis, C., Benedictis, L. D., & LESAGE, A. D. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17228615 · Cited by 57
“of post-traumatic stress disorder [1,2].”
Rodríguez-López, A. M., Rubio-Valdehita, S., & Díaz-Ramiro, E. M. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18030983 · Cited by 55
“Several studies this year have studied the impact of the CoViD-19 pandemic on healthcare workers’ mental health [62].”
BackgroundSteinmetz, L. C. L., Herrera, C. R., Fong, S. B., & Godoy, J. C. (2021) · Psychiatry · doi:10.1080/00332747.2021.1940469 · Cited by 58
Impact of COVID-19 on the Mental Health of Healthcare Workers: A Cross-Sectional Study From Pakistan
Hayat, K., Arshed, M., Fiaz, I., Afreen, U., Khan, F. U., Khan, T. A., Kadirhaz, M., Shukar, S., Saeed, A., Gill, M. R., et al. (2021) · Frontiers in Public Health · doi:10.3389/fpubh.2021.603602 · Cited by 62
Sarfraz, M., Ji, X., Asghar, M., Ivaşcu, L., & Öztürk, İ. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19052657 · Cited by 64
“In particular, the mental toll of COVID-19 challenged the frontline workers to deal with high-stress situations such as long working hours, thus influencing normal healthcare functioning [8].”
BackgroundSermeus, W., Aiken, L. H., Ball, J., Bridges, J., Bruyneel, L., Busse, R., Witte, H. D., Dello, S., Drennan, J., Eriksson, L. E., et al. (2022) · BMJ Open · doi:10.1136/bmjopen-2021-059159 · Cited by 61
“20 104 The research activities conducted within the project are expected to improve significantly the work environment of health professionals in hospitals, especially after the COVID-19 pandemic.”
BackgroundBurnout Status of Italian Healthcare Workers during the First COVID-19 Pandemic Peak Period
Conti, C. M., Fontanesi, L., Lanzara, R., Rosa, I., Doyle, R., & Porcelli, P. (2021) · Healthcare · doi:10.3390/healthcare9050510 · Cited by 61
“stress disorder (PTSD) due to the clinical work and close contact with COVID-19 patients during the outbreak [11,12].”
BackgroundLi, Y., Fan, R., Lu, Y., Li, H., Liu, X., Kong, G., Wang, J., Yang, F., Zhou, J., & Wang, J. (2023) · The Lancet Regional Health - Western Pacific · doi:10.1016/j.lanwpc.2022.100618 · Cited by 50
Mental Health Outcomes Amongst Health Care Workers During COVID 19 Pandemic in Saudi Arabia
Ammari, M. A., Sultana, K., Thomas, A., Swaidan, L. A., & Harthi, N. A. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.619540 · Cited by 53
Extended Reality for Enhanced Telehealth During and Beyond COVID-19: Viewpoint
Ong, T., Wilczewski, H., Paige, S. R., Soni, H., Welch, B. M., & Bunnell, B. E. (2021) · JMIR Serious Games · doi:10.2196/26520 · Cited by 58
“Experts anticipate severe downstream impacts upon health care workers, and urge for evidence-based therapeutic interventions responsive to the impacts of COVID-19 and for methods to reduce health care workers’ exposure to the virus [78-81].”
BackgroundFactors associated with nurses emotional distress during the COVID-19 pandemic
Rosa, P. D., Brown, R., Pravecek, B., Carotta, C. L., Garcia, A. S., Carson, P., Callies, D., & Vukovich, M. D. (2021) · Applied Nursing Research · doi:10.1016/j.apnr.2021.151502 · Cited by 50
Collins, C., Clays, E., Poel, E. V., Cholewa, J., Tripković, K., Nessler, K., de Rouffignac, S., Santric-Milicevic, M. M., Bukumirić, Z., Adler, L., et al. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19095675 · Cited by 49
“A systematic review of 59 studies exploring the impact of COVID-19 on the mental health of professionals fighting against the pandemic [17] concluded that healthcare workers valued contact with and the social support of collaborators, resulting in less frequent mental health problems.”
BackgroundAnxiety and depression among nurses in COVID and non‐COVID intensive care units
Tamrakar, P., Pant, S. B., & Acharya, S. P. (2021) · Nursing in Critical Care · doi:10.1111/nicc.12685 · Cited by 50
“Studies have shown that long working shifts, poor quality of sleep, and sleep deprivation also adversely influence the well-being and job efficiency of nurses.(30,32) In our study, the mean duration of sleep was 6.”
BackgroundCarmassi, C., Dell’Oste, V., Bertelloni, C. A., Pedrinelli, V., Barberi, F. M., Malacarne, P., & Dell’Osso, L. (2021) · Intensive and Critical Care Nursing · doi:10.1016/j.iccn.2021.103154 · Cited by 49
Messeri, A., Bonafede, M., Pietrafesa, E., Pinto, I., de'Donato, F. K., Crisci, A., LEE, J. K. W., Marinaccio, A., Levi, M., Morabito, M., et al. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18083861 · Cited by 49
“In addition, COVID-19′s PPE worn for long shifts and associated with environmental heat may further aggravates effects such as skin reactions [16], respiratory difficulties, nausea, digestive discomfort, headaches [17] and mental health impacts [18,19].”
BackgroundBartzik, M., Aust, F., & Peifer, C. (2021) · BMC Nursing · doi:10.1186/s12912-021-00770-5 · Cited by 51
“Due to the COVID-19 pandemic, nurses stress levels rose [12, 13, 27, 28], so that the level of moderate physiological activation was most likely often exceeded.”
BackgroundResultde Figueiredo, A., Simas, C., & Larson, H. J. (2022) · Vaccine · doi:10.1016/j.vaccine.2022.10.051 · Cited by 47
The impact of COVID ‐19 on the mental health workforce: A rapid review
Crocker, K. M., Gnatt, I., Haywood, D., Butterfield, I., Bhat, R. S., Lalitha, A. R. N., Jenkins, Z., & Castle, D. J. (2022) · International Journal of Mental Health Nursing · doi:10.1111/inm.13097 · Cited by 47
“This is particularly concerning since social support is an important coping mechanism utilized by MHWs to protect their mental well-being (Dorociak et al. 2017; Muller et al. 2020).”
BackgroundPeng, J., Wu, W. H., Doolan, G., Choudhury, N., Mehta, P., Khatun, A., Hennelly, L., Henty, J., Jury, E. C., Liao, L., et al. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.928107 · Cited by 52
DeTore, N. R., Sylvia, L., Park, E. R., Burke, A., Levison, J. H., Shannon, A., Choi, K. W., Jain, F. A., Coman, D. C., Herman, J., et al. (2022) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2021.11.011 · Cited by 45
Dale, L. P., Cuffe, S. P., Kołacz, J., Leon, K. G., Biernacki, N. B., Bhullar, A., Nix, E. J., & Porges, S. W. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.830926 · Cited by 46
Priede, A., López‐Álvarez, I., Sanchidrián, D. C., & González‐Blanch, C. (2021) · Revista de Psiquiatría y Salud Mental (English Edition) · doi:10.1016/j.rpsm.2021.01.005 · Cited by 47
Jordan, J., Shannon, C., Browne, D., Carroll, E., Maguire, J., Kerrigan, K., Hannan, S., McCarthy, T. J., Tully, M. A., Mulholland, C. C., et al. (2021) · BJPsych Open · doi:10.1192/bjo.2021.988 · Cited by 44
“18,21 Examples of interventions include psychological assistance hotlines, online courses and group activities to help with stress.”
Leong Bin Abdullah, M. F. I., Ahmad Yusof, H., Mohd Shariff, N., Hami, R., Nisman, N. F., & Law, K. S. (2021) · Current Psychology · doi:10.1007/s12144-021-01492-2 · Cited by 43
Bonardi, O., Wang, Y., Li, K., Jiang, X., Krishnan, A., He, C., Sun, Y., Wu, Y., Boruff, J. T., Markham, S., et al. (2022) · The Canadian Journal of Psychiatry · doi:10.1177/07067437211070648 · Cited by 43
Ali, M., Uddin, Z., Ahsan, N. F., Haque, M. Z., Bairagee, M., Khan, S. A., & Hossain, A. (2021) · Heliyon · doi:10.1016/j.heliyon.2021.e06985 · Cited by 43
“Other studies conducted amid pandemic time also found a higher prevalence of insomnia among female and single HCWs (Lai et al., 2020; Muller et al., 2020; Qi et al., 2020).”
Hesselink, G., Straten, L., Gallée, L., Brants, A., Holkenborg, J., Barten, D. G., & Schoon, Y. (2021) · BMC Health Services Research · doi:10.1186/s12913-021-06555-5 · Cited by 44
“Finally, the provision of sufficient and appropriate personal protective equipment, and work rotation schedules which enable sufficient rest in the face of this ongoing pandemic seem paramount [35, 36].”
BackgroundTh’ng, F., Rao, K. A., Ge, L., Mao, D. R., Neo, H. N., Molina, J. A. D. C., & Seow, E. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph182111228 · Cited by 42
“Another vulnerable subgroup of HCWs in our study were those living with elderly family member(s)—a subgroup with poorer MHOs which has also been demonstrated in other COVID-19 studies [4].”
Lekagul, A., Chattong, A., Rueangsom, P., Waleewong, O., & Tangcharoensathien, V. (2022) · Globalization and Health · doi:10.1186/s12992-022-00861-1 · Cited by 44
“Moreover, health workforce stress from heavy workload related to pandemic responses have led to mental health problems and other psychological consequences [28].”
BackgroundRobins–Browne, K., Lewis, M., Burchill, L. J., Gilbert, C. A., Johnson, C., O'Donnell, M. L., Kotevski, A., Poonian, J., & Palmer, V. J. (2022) · BMJ Open · doi:10.1136/bmjopen-2022-061317 · Cited by 44
Havaei, F., Smith, P. M., Oudyk, J., & Potter, G. G. (2021) · Annals of Epidemiology · doi:10.1016/j.annepidem.2021.05.004 · Cited by 41
Resilience, coping, and distress among healthcare service personnel during the COVID-19 pandemic
Elliott, T. R., Perrin, P. B., Bell, A.-S., Powers, M. B., & Warren, A. M. (2021) · BMC Psychiatry · doi:10.1186/s12888-021-03506-6 · Cited by 41
Ménard, A. D., Soucie, K. M., Freeman‐Gibb, L., & Ralph, J. (2022) · Health Policy · doi:10.1016/j.healthpol.2022.01.002 · Cited by 41
Dong, F., Liu, H.-L., Yang, M., Lu, C.-L., Dai, N., Zhang, Y., Robinson, N., & Liu, J. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.645460 · Cited by 44
“Some studies provided only a qualitative description of existing literature as part of their narrative evaluations or general reviews (Barello et al., 2020; Bohlken et al., 2020; Braquehais et al., 2020; Chow et al., 2020; Fu et al., 2020; Heath et al., 2020; Magill et al., 2020; Muller et al., 2020; Paiano et al., 20…”
BackgroundJerg‐Bretzke, L., Kempf, M., Jarczok, M. N., Weimer, K., Hirning, C., Gündel, H., Erim, Y., Morawa, E., Geiser, F., Hiebel, N., et al. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph181910531 · Cited by 40
“Furthermore, international studies emphasize the need for intervention options [23,24] and also draw conclusions based on previous pandemics [14,15,25].”
BackgroundGrailey, K., Lound, A., & Brett, S. J. (2021) · BMJ Open · doi:10.1136/bmjopen-2021-053680 · Cited by 45
Miller, A. P., Mugamba, S., Bulamba, R., Kyasanku, E., Nkale, J. M., Nalugoda, F. K., Nakigozi, G. F., Kigozi, G., Nalwoga, G. K., Kagaayi, J., et al. (2022) · PLoS ONE · doi:10.1371/journal.pone.0263827 · Cited by 44
“While increases in depression, anxiety and stress have been observed in the general population, some populations may be disproportionately affected including healthcare workers [11], persons infected with COVID-19 [12], persons who have lost a loved one to COVID-19, vulnerable populations at increased risk of severe i…”
BackgroundBurnout syndrome among healthcare workers during COVID-19 Pandemic in Accra, Ghana
Konlan, K. D., Asampong, E., Dako‐Gyeke, P., & Glozah, F. N. (2022) · PLoS ONE · doi:10.1371/journal.pone.0268404 · Cited by 40
“Individuals with high level of resilience tend to have increased capacity to deal with stressors and therefore adapt better to stressful situations at the workplace [31, 32].”
BackgroundJob satisfaction among healthcare workers in the aftermath of the COVID-19 pandemic
Barili, E., Bertoli, P., Grembi, V., & Rattini, V. (2022) · PLoS ONE · doi:10.1371/journal.pone.0275334 · Cited by 45
Fteropoulli, T., Kalavana, T. V., Yiallourou, A., Karaiskakis, M., Koliou Mazeri, M., Vryonides, S., Hadjioannou, A., & Nikolopoulos, G. K. (2025) · Journal of Clinical Nursing · doi:10.1111/jocn.15938 · Cited by 42
“Another key finding of the study was that profession and work setting was associated with psychological outcomes.”
InfluentialKamberi, F., Sinaj, E., Jaho, J., Subashi, B., Sinanaj, G., Jaupaj, K., Stramarko, Y., Arapi, P., Dine, L., Gurguri, A., et al. (2021) · Clinical Epidemiology and Global Health · doi:10.1016/j.cegh.2021.100824 · Cited by 37
Yoon, S., Goh, H., Nadarajan, G. D., Sung, S. C., Teo, I., Lee, J., Ong, M. E. H., Graves, N., & Teo, T. L. (2021) · Journal of Medical Internet Research · doi:10.2196/26282 · Cited by 47
“This finding from our study reinforces that from a previous study that insufficient rapport-building led to diminished utilization of wellness support services among frontline workers [31].”
MethodResultSources of Distress and Coping Strategies Among Emergency Physicians During COVID-19
Dehon, E. E., Zachrison, K. S., Peltzer-Jones, J. M., Tabatabai, R. R., Clair, E., Puskarich, M. A., Ondeyka, A., Dixon–Gordon, K. L., Walter, L. A., Situ-LaCasse, E., et al. (2021) · Western Journal of Emergency Medicine · doi:10.5811/westjem.2021.9.53406 · Cited by 37
“December 2020 18% (46) Current Living Arrangements Alone 11% (28) With children 65% (169) With elderly people 5% (13)”
Virtual Reality for Health Care Professionals During a Pandemic: A Pilot Program
Croghan, I. T., Hurt, R. T., Aakre, C. A., Fokken, S. C., Fischer, K. M., Lindeen, S. A., Schroeder, D. R., Ganesh, R., Ghosh, K., & Bauer, B. A. (2022) · Journal of Primary Care & Community Health · doi:10.1177/21501319221086716 · Cited by 36
Instruments to measure fear of COVID-19: a diagnostic systematic review
Muller, A. E., Himmels, J. P. W., & de Velde, S. V. (2021) · BMC Medical Research Methodology · doi:10.1186/s12874-021-01262-5 · Cited by 40
“[8], as well as a diagnostic accuracy review that used the map as one of multiple sources [62]).”
BackgroundSelf-citationChu, T. H., Yeo, T. E. D., & Su, Y. (2022) · Journalism & Mass Communication Quarterly · doi:10.1177/10776990211068857 · Cited by 38
“…the finding that health care profession moderates the association between media exposure and stress is particularly significant, given that healthcare workers were observed to be at higher risk of mental health problems than the general population during the COVID-19 pandemic (Muller et al., 2020).”
BackgroundHospital clinicians’ psychosocial well-being during the COVID-19 pandemic: longitudinal study
Wynter, K. H., Holton, S., Trueman, M., Bruce, S., Sweeney, S., Crowe, S., Dabscheck, A., Eleftheriou, P., Booth, S., Hitch, D., et al. (2022) · Occupational Medicine · doi:10.1093/occmed/kqac003 · Cited by 34
“A limitation of almost all studies reporting psychological distress or well-being among healthcare workers is that these studies have been cross-sectional in design [1-6].”
InfluentialThe mental health of healthcare workers during the COVID-19 pandemic: a narrative review
Kock, J. H. D., Latham, H. A., & Cowden, R. G. (2022) · Current Opinion in Psychiatry · doi:10.1097/yco.0000000000000805 · Cited by 39
O'Hare, D., Gaughran, F., Stewart, R. J., & da Costa, M. P. (2024) · BJPsych Open · doi:10.1192/bjo.2024.7 · Cited by 36
Landa–Blanco, M., Mejía-Suazo, C. J., Landa-Blanco, A. L., Martínez‐Martínez, C. A., Vásquez, D., Vásquez, G., Moraga-Vargas, P., Echenique, Y., Cid, G. M. D., & Montoya, B. D. (2021) · Social Science & Medicine · doi:10.1016/j.socscimed.2021.113933 · Cited by 35
“Recent research has found that healthcare workers are not prioritizing mental health, instead, they focus on occupational protection, rest, and social support (Muller et al., 2020).”
BackgroundShaigetz, V. G., Proulx, C., Cabral, A., Choudhury, N., Hewko, M. D., Kohlenberg, E. M., Segado, M., Smith, M. S. D., & Debergue, P. (2021) · JMIR Rehabilitation and Assistive Technologies · doi:10.2196/26629 · Cited by 37
Vilca, L. W., Chávez, B. V., Fernández, Y. S., Caycho‐Rodríguez, T., & White, M. (2022) · Current Psychology · doi:10.1007/s12144-021-02542-5 · Cited by 38
“Various studies have described the mental health problems associated with this pandemic in different groups such as healthcare workers (Muller et al., 2020), clinic patients (Hu et al., 2020), adults (Wang et al., 2020; Xiong et al., 2020), police (Caycho-Rodríguez et al., 2020), school children…”
BackgroundImpact of COVID-19 pandemic on nurses' burnout and related factors: A rapid systematic review
Hür, G., Cinar, N. D., & Suzan, Ö. K. (2022) · Archives of Psychiatric Nursing · doi:10.1016/j.apnu.2022.09.002 · Cited by 38
Ali, M., Uddin, Z., & Hossain, A. (2021) · Heliyon · doi:10.1016/j.heliyon.2021.e06715 · Cited by 33
Metadata
- Authors
- Muller, A. E., Hafstad, E. V., Himmels, J. P. W., Smedslund, G., Flottorp, S., Stensland, S. Ø., Stroobants, S., Van de Velde, S., & Vist, G. E.
- Affiliations
- Norwegian Institute of Public Health (NO)
- Oslo University Hospital (NO)
- Corresponding author
- Muller, Ashley Elizabeth
- ORCID
- Venue
- Psychiatry Research
- Publisher
- Elsevier BV
- Published
- 2020-11
- Volume
- 293
- Pages
- 113441
- ISSN
- 0165-1781 (ISSN-L)
- PMC
- PMC7462563
- OpenAlex
- W3081708086
- Cited by
- 895
- References
- 114
- Citations by year
- 2026: 24 · 2025: 71 · 2024: 116 · 2023: 177 · 2022: 258 · 2021: 237 · 2020: 12
- FWCI
- 13.37
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Psychiatry Research (publishedVersion, cc-by)
- medRxiv (acceptedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Lirias (submittedVersion, cc-by)
- NORA - Norwegian Open Research Archives (submittedVersion, other-oa)
- Topics
- Social Sciences › Psychology › Clinical Psychology › COVID-19 and Mental Health
- Health Sciences › Health Professions › General Health Professions › Healthcare professionals’ stress and burnout
- Health Sciences › Medicine › Psychiatry and Mental health › Mental Health Treatment and Access
- Keywords
- COVID-19 pandemic, healthcare workers, mental health, anxiety, depression, sleep disorders, psychological distress, social support, occupational exposure to COVID-19, gender differences, mental health interventions, help-seeking
- MeSH terms
- Occupational Stress, Betacoronavirus, COVID-19, SARS-CoV-2, Female, Health Personnel, Humans, Male, Mental Health, Pneumonia, Viral, Risk Factors, Social Support, Coronavirus Infections, Internationality, Pandemics
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review