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COVID-19 risk factors among health workers: A rapid review
Malizgani Mhango, Mathias Dzobo, Itai Chitungo, Tafadzwa Dzinamarira
PII:
S2093-7911(20)30296-1
DOI:
https://doi.org/10.1016/j.shaw.2020.06.001
Reference:
SHAW 424
To appear in:
Safety and Health at Work
Received Date: 4 May 2020
Revised Date:
1 June 2020
Accepted Date: 1 June 2020
Please cite this article as: Mhango M, Dzobo M, Chitungo I, Dzinamarira T, COVID-19 risk
factors among health workers: A rapid review, Safety and Health at Work, https://doi.org/10.1016/
j.shaw.2020.06.001.
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COVID-19 risk factors among health workers: A rapid review
Malizgani Mhango 1, Mathias Dzobo 2, Itai Chitungo 2 and Tafadzwa Dzinamarira 3
1
2
3
School of Public Health, University of Western Cape, 7535, Cape Town, South Africa
Department of Medical Laboratory Sciences, University of Zimbabwe, Harare, Zimbabwe
Department of Public Health Medicine, School of Nursing and Public Health, University of
KwaZulu-Natal, Durban, 4001, South Africa
Corresponding author: Tafadzwa Dzinamarira; Department of Public Health Medicine, School of
Nursing and Public Health, University of KwaZulu-Natal, Durban, 4001, South Africa;
anthonydzina@gmail.com
Acknowledgements
We acknowledge librarians Dzingayi Shangwa and Nontobeko Sikhosana for assistance with
search criteria for multiple databases.
COVID-19 risk factors among health workers: A rapid review
Abstract
Coronavirus disease 2019 (Covid-19) poses an important occupational health risk to health
workers (HWs) that has attracted global scrutiny. To date, several thousand HWs globally have
been reported as infected with the severe acute respiratory syndrome coronavirus 2 (SARS-CoV2) virus that causes the disease. It is therefore a public health priority for policy makers to
understand risk factors for this vulnerable group to avert occupational transmission. A rapid
review was carried out on 20 April 2020 on Covid-19 risk factors among HWs in PubMed,
Google Scholar and EBSCOHost Web (Academic Search Complete, CINAHL Complete,
MEDLINE with Full Text, CINAHL with Full Text, APA PsycInfo, Health Source - Consumer
Edition, Health Source: Nursing/Academic Edition) and WHO Global Database. We also
searched for pre-prints on the medRxiv database. We searched for reports, reviews and primary
observational studies (case control, case cross-over, cross- sectional and cohort). The review
included studies conducted among HWs with Covid-19 that reported risk factors irrespective of
their sample size. 11 studies met the inclusion criteria. Lack of personal protective equipment,
exposure to infected patients, work overload, poor infection control and pre-existing medical
conditions were identified as risk factors for Covid-19 among HWs. In the context of Covid-19,
HCW face an unprecedented occupational risk of morbidity and mortality. There is need for
rapid development of sustainable measures that protect HWs from the pandemic.
Introduction
The Coronavirus disease (Covid-19) pandemic caused by the severe acute respiratory syndrome
coronavirus 2 (SARS-CoV-2) virus has challenged the health systems of countries it has
affected. As of 30 April 2020, the pandemic has infected more than 3,2 million individuals with
over 230,000 fatal cases in 187 countries 1. The person-to-person transmission routes of Covid19 include direct transmissions, such as cough, sneeze, droplet inhalation transmission, and
contact transmission, such as the contact with oral, nasal, and eye mucous membranes 2. Health
workers (HWs) are at the forefront of the Covid-19 outbreak response and as such are exposed to
hazards that put them at risk of infection 3. As early as February 2020, scholars had established
that transmission of the disease among HWs is associated with overcrowding, absence of
isolation room facilities, and environmental contamination 4. However, in the context of the
rapidly evolving Covid-19 pandemic, occupational health and safety policy-makers need timely
access to updated health information on the risk HWs face. This evidence is best obtained
through a systematic review, however, this review method requires vast resources, including
time, to complete that do not suit the needs 5-7. In this study, we aimed to map available evidence
on Covid-19 risk factors among HW to guide future research and policy.
Methods
Information sources and literature search
We searched PubMed, Google Scholar and EBSCOHost Web (Academic Search Complete,
CINAHL Complete, MEDLINE with Full Text, CINAHL with Full Text, APA PsycInfo, Health
Source - Consumer Edition, Health Source: Nursing/Academic Edition) and WHO Global
Database for relevant studies. We also searched for pre-prints on the medRxiv database. The
search terms will include “Coronavirus,” “Covid-19,” “2019-nCoV,” “SARS-CoV-2”, “risk”,
“risk factor”, “infection”, “illness”, “disease”, “health care worker”, “health care professional”,
and “occupational health” were used. Boolean terms, AND and OR, were used to separate the
keywords. The reference lists of all full-text articles screened were searched for relevant studies.
Inclusion criteria
We searched for reports, reviews and primary observational studies (case-control, case-crossover, cross-sectional and cohort). The review included studies conducted among HW that
reported COVID-19 risk factors irrespective of their sample size.
Screening process
We developed a screening criterion a priori for each of the three stages, title and abstract and full
text. Two researchers screened the articles independently. Differences in screen results at fulltext stage were resolved by discussion.
Data abstraction and analysis process
A data abstraction form was developed, discussed and revised a priori. The form extracted
information on first author, title, sample size, reported risk factors and other relevant findings.
Only one reviewer (TD) abstracted data from the included studies. For collating, summarizing
and reporting of the findings; first, the reviewers familiarized themselves with the content of the
articles. Secondly; findings reported in the articles were grouped into categories based on the
reported factors and a narrative was provided.
Results
Our initial keyword database search found 1,698 potentially eligible articles. Results from each
database search are presented in Supplementary File 1. Following title screening, 82 articles
were eligible for inclusion in abstract screening. These articles were imported into EndNote X9,
eight duplicates removed leaving 74 articles to be included in abstract screening. Following
abstract screening, 38 studies were excluded leaving 36 articles for full-text screening. 25 articles
were excluded after full articles screening and 11 articles were included in data extraction.
Characteristics of included studies
Table 1 shows characteristics of included articles. All included studies reported Covid-19 risk
factors among HW. Of these, one was a short communication 8, two were reports 9,10, four were
reviews 11-14, one retrospective cohort 15, one retrospective data analysis 16, one prospective
cohort 17 and one case-control 18. All included studies were published in 2020. The total number
of HW reported in the studies was 1,619, however, five studies did not specify a sample size.
One study was a preprint article pending peer review 16.
Study Findings
11 articles were included for data extraction and narrative summary. The reported Covid-19 risk
factors among HW were grouped into five; lack of personal protective equipment (PPE),
exposure to infected patients, work overload, poor infection control and pre-existing medical
conditions. Insufficient PPE 9,10,14,16 or lack thereof 8 was reported as an important risk factor for
Covid-19. Exposure to infected patients mainly through work in high-risk departments and
contaminated fluid/ aerosols were reported as another important Covid-19 risk factor among
HCW. Work overload resulted in lack of rest, long-time exposure to infected patients 8,9 and
working under pressure16. Longer duty hours were reported as Covid-19 risk factor in a
retrospective cohort conducted at a hospital in Wuhan, China 15. A review conducted by Yu et
al. revealed limited or absence of knowledge on infection control as a risk factor for Covid-19
among HCW in the radiology department 13. Similarly, a retrospective analysis by Bai et al. 16
and a rapid review by Viswanath et al. 11 revealed lack of established practices of infection
control poor infection control and direct contact with contaminated surfaces as important risk
factors. Surprisingly, sub-optimal hand hygiene was reported as a Covid-19 risk factor among
HCW 15. A review conducted by Ing et al. 14 on physician deaths from Covid-19 reported older
age (physicians 57 years of age or older accounted for three-quarters of COVID-related deaths),
male gender (90% of deaths were male physicians) and pre-existing conditions (hypertension,
diabetes mellitus, cardiovascular disease, chronic lung disease and immunocompromised
individuals) as risk factors.
Discussion
This review has revealed that research on Covid-19 risk factors for HW is still in its infancy.
While this is to be expected given the pandemic only broke out in December of 2019, the
available evidence shows active research interest on the subject. The review revealed lack of
personal protective equipment, exposure to infected patients, work overload, poor infection
control and pre-existing medical conditions as Covid-19 risk factors among HW. The WHO
released interim guidance on HW risk assessment and management in the context of Covid-19 3.
The guidance is offered for both the HW and their facilities. While this blanket guidance is
available, occupational health policymakers would need to contextualize the procedures based on
available resources and information.
Our review revealed exposure to infected patients and work overload as two important Covid-19
risk factors among HW. This corroborates a recent Centers for Disease Control and Prevention
(CDC) report that estimated that of the 9282 cases of Covid-19 cases among HW in the United
States of America, 55% had exposure in the healthcare setting 19. Further, a mathematical
modelling study by Temime et al, found that R0 for Covid-19 was higher for HW as compared to
that of the general public as they have prolonged contact with infected individuals 20. HW at
greatest risk are those who are exposed to the airways and the oral cavity of patients for
prolonged periods such as dentists. Our review found contact with contaminated fluid as a
Covid-19 risk factor. Similarly, according to Meng et al., dentists accounted for 5% of the
fatalities among physicians exposed to Covid-19 21. Concerns on contamination through suction
have also been reported elsewhere 2. Covid-19 has overwhelmed health systems globally
resulting in longer working hours and increased workload for HW. Italian physicians have
suggested a community-centred or home care system for Covid-19; not only lessen the workload
on HW but also decrease the transmission of disease and HW exposure 22. Further, there is a
need for social support services to help HW who are struggling emotionally and allow for
periodic breaks from work.
The protection of HWs is essential despite the increased demand and global shortage of PPE. To
ensure the availability of adequate PPE for all HWs, governments need to expedite the
procurement and devise strategic use of the available PPE. For example, in developing countries,
the strategic use of PPE may include extended wear and reuse of certain PPE like gowns,
especially in low-risk hospital departments. With the Covid-19 pandemic, there is also the
potential for panic amongst HWs that may result in the irrational use of PPE. A balance will need
to be struck between HWs safety and strategic use of available resources. Finally, HWs should
be trained on proper ways of wearing and taking off PPE to prevent contamination
The Covid-19 pandemic has put a strain on the health system workforce due to the
overwhelming infection in some countries. This has meant that older HWs mostly doctors and
nurses have had to join as frontline workers and some to come out of retirement to offer
experience, expertise, leadership, and boost the morale of younger professionals. Old age
alongside pre-existing health conditions such as hypertension, diabetes mellitus, cardiovascular
disease, chronic lung disease, and immunosuppression were important Covid-19 risk factors
identified in this review. These have been touted as major risk factors for severe Covid-19
disease elsewhere 23,24. Health facilities ought to assign duties for high Covid-19 risk
departments based on age and underlying conditions.
This paper has a number of strengths and weaknesses. While there are many existing papers
dealing with occupational health issues related with the Covid-19, identifying the risk factors for
infection is an important first step to guide appropriate measures to reduce these risks. This paper
provided a concise review of available evidence on the subject as at 20 April 2020, a period
when there was an upward trajectory in the number of cases among HWs globally. Rapid
reviews by nature have multiple limitations 25. In this study, important omissions were made on
steps for a full systematic review. These include publication language restriction and risk of
bias/quality appraisal. However, this review will serve as a precursor to a larger, thorough and
systematic review and meta-analysis the authors of this paper are working on. Secondly, the
evidence on risk factors are likely to be under-reported given the rapid evolution of the pandemic
and lack of readily available data from other parts of the world like Africa at the time of the
review. Third, due to the heterogeneity among included articles, our review findings can not be
generalized or clinically implicated. However, we believe the review yielded important findings
to inform occupational health policymakers on Covid-19 risk factors among HWs and
researchers on gaps in scientific evidence.
Conclusion
In the context of Covid-19, HWs face an unprecedented occupational risk of morbidity and
mortality. Lack of and/or inadequate PPE, exposure to infected patients, work overload, poor
infection control and pre-existing medical conditions put HWs at risk for nosocomial Covid-19
infection. Further studies are needed to inform the development of efficacious infection control
measures. There is a need for rapid development of sustainable measures that protect HWs from
the pandemic
Funding
No funding was received for this study.
Competing interests
None declared.
Supplementary Files
Supplementary File 1: Results from keywords search. Available online at DOI:
10.5281/zenodo.3769186
References
1.
2.
3.
4.
5.
6.
7.
8.
9.
10.
11.
12.
13.
14.
15.
16.
17.
18.
WHO. Coronavirus disease 2019 (COVID-19) Situation Report – 101. 30 April 2020.
https://www.who.int/docs/default-source/coronaviruse/situation-reports/20200430-sitrep101-covid-19.pdf?sfvrsn=2ba4e093_2. Published 2020. Accessed 1 May 2020.
Peng X, Xu X, Li Y, Cheng L, Zhou X, Ren B. Transmission routes of 2019-nCoV and
controls in dental practice. Int J Oral Sci. 2020;12(1):9-9.
WHO. Health workers exposure risk assessment and management in the context of
COVID-19 virus (Interim guidance). https://apps.who.int/iris/handle/10665/331340.
Published 2020. Accessed 23 April 2020.
Wu Z, McGoogan JM. Characteristics of and important lessons from the coronavirus
disease 2019 (COVID-19) outbreak in China: summary of a report of 72 314 cases from
the Chinese Center for Disease Control and Prevention. Jama. 2020.
Tricco AC, Antony J, Zarin W, et al. A scoping review of rapid review methods. BMC
Med. 2015;13:224.
Khangura S, Konnyu K, Cushman R, Grimshaw J, Moher D. Evidence summaries: the
evolution of a rapid review approach. Syst Rev. 2012;1:10-10.
Petticrew M, Roberts H. Systematic reviews in the social sciences: A practical guide.
John Wiley & Sons; 2008.
Wang J, Zhou M, Liu F. Reasons for healthcare workers becoming infected with novel
coronavirus disease 2019 (COVID-19) in China. J Hosp Infect. 2020.
Schwartz J, King C-C, Yen M-Y. Protecting healthcare workers during the coronavirus
disease 2019 (COVID-19) outbreak: lessons from Taiwan’s severe acute respiratory
syndrome response. Clinical Infectious Diseases. 2020.
Grimm CA. Hospital Experiences Responding to the COVID-19 Pandemic: Results of a
National Pulse Survey March 23–27, 2020.
https://justthenews.com/sites/default/files/202004/HHS2020ReportPandemicHospitals.pdf. Published 2020. Accessed 20 April 2020.
Viswanath A, Monga P. Working through the COVID-19 outbreak: Rapid review and
recommendations for MSK and allied heath personnel. J Clin Orthop Trauma.
2020:10.1016/j.jcot.2020.1003.1014.
Romano MR, Montericcio A, Montalbano C, et al. Facing COVID-19 in Ophthalmology
Department. Curr Eye Res. 2020:1-6.
Yu J, Ding N, Chen H, et al. Infection Control against COVID-19 in Departments of
Radiology. Academic Radiology. 2020.
Ing EB, Xu AQ, Salimi A, Torun N. Physician Deaths from Corona Virus Disease
(COVID-19). medRxiv. 2020:2020.2004.2005.20054494.
Ran L, Chen X, Wang Y, Wu W, Zhang L, Tan X. Risk factors of healthcare workers
with corona virus disease 2019: A retrospective cohort study in a designated hospital of
Wuhan in China. Clinical Infectious Diseases. 2020.
Bai Y, Wang X, Huang Q, et al. SARS-CoV-2 infection in health care workers: a
retrospective analysis and a model study. medRxiv. 2020.
Barrett ES, Horton DB, Roy J, et al. Prevalence of SARS-CoV-2 infection in previously
undiagnosed health care workers at the onset of the U.S. COVID-19 epidemic. medRxiv.
2020:2020.2004.2020.20072470.
Liu M, He P, Liu HG, et al. [Clinical characteristics of 30 medical workers infected with
new coronavirus pneumonia]. Zhonghua Jie He He Hu Xi Za Zhi. 2020;43(0):E016.
19.
20.
21.
22.
23.
24.
25.
COVID C. Characteristics of Health Care Personnel with COVID-19—United States,
February 12–April 9, 2020. 2020.
TEMIME L, Gustin M-P, Duval A, et al. ESTIMATING R0 OF SARS-COV-2 IN
HEALTHCARE SETTINGS. medRxiv. 2020:2020.2004.2020.20072462.
Meng L, Hua F, Bian Z. Coronavirus disease 2019 (COVID-19): emerging and future
challenges for dental and oral medicine. Journal of Dental Research. 2020;99(5):481487.
Nacoti M, Ciocca A, Giupponi A, et al. At the epicenter of the Covid-19 pandemic and
humanitarian crises in Italy: changing perspectives on preparation and mitigation. NEJM
Catalyst Innovations in Care Delivery. 2020;1(2).
Jordan RE, Adab P, Cheng KK. Covid-19: risk factors for severe disease and death. Bmj.
2020;368:m1198.
CDC COVID-19 Response Team. Severe Outcomes Among Patients with Coronavirus
Disease 2019 (COVID-19) - United States, February 12-March 16, 2020. MMWR Morb
Mortal Wkly Rep. 2020;69(12):343-346.
Ganann R, Ciliska D, Thomas H. Expediting systematic reviews: methods and
implications of rapid reviews. Implement Sci. 2010;5:56-56.
Table 1: Characteristics of included studies.
Number First
author
1
Country
Liu M
China
2
Wang J
China
3
Ran Li
China
4
Viswanath
A
Singapore
5
Bai Y
China
6
Romano
MR
Italy
Title
Clinical characteristics of
30 medical workers infected
with new coronavirus
pneumonia
Reasons for healthcare
workers becoming infected
with novel coronavirus
disease 2019 (COVID-19)
in China
Risk Factors of Healthcare
Workers with Corona Virus
Disease 2019: A
Retrospective Cohort Study
in a Designated Hospital of
Wuhan in China
Working through the
COVID-19 outbreak: Rapid
review and
recommendations for MSK
and allied heath personnel
SARS-CoV-2 infection in
health care workers: a
retrospective analysis and a
model study
Facing COVID-19 in
Ophthalmology Department
Study
design/Article
Type
Case control
Sample
size
Reported risk
factors
30
Exposure to infected
patients
Short
communication
Not
Lack of PPE,
specified exposure to infected
patients, work
overload, poor
infection control
72
Exposure to infected
patients, work
overload, poor
infection control
Retrospective
cohort
Rapid review
Exposure to infected
Not
specified patients, poor
infection control
Retrospective
analysis
171
Review
Lack of PPE,
exposure to infected
patients, work
overload, poor
infection control
Not
Exposure to infected
specified patients, work
overload
7
Grimm CA
USA
8
Yu J
China
9
Schwartz L
Taiwan
10
Barrett E
United States of
America
11
Ing EB
(This study was a
review of studies in
various countries)
PPE – Personal protective equipment
Hospital Experiences
Responding to the COVID19 Pandemic: Results of a
National Pulse Survey
March 23–27, 2020
Infection Control against
COVID-19 in Departments
of Radiology
Report
323
Review
Not
Exposure to infected
specified patients, work
overload, poor
infection control
Lack of PPE,
Not
specified exposure to infected
patients, work
overload, poor
infection control
Protecting Healthcare
Brief report
Workers During the
Coronavirus Disease 2019
(COVID-19) Outbreak:
Lessons From Taiwan’s
Severe Acute Respiratory
Syndrome Response
Prevalence of SARS-CoV-2 Prospective cohort 829
infection in previously
undiagnosed health care
workers at the onset of the
U.S. COVID-19 epidemic
Physician Deaths from
Review
194
Corona Virus Disease
(COVID-19)
Lack of PPE
Exposure to infected
patients
Lack of PPE,
exposure to infected
patients, pre-existing
conditions
Conflict of interest
None declared