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
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