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� JY
<br />Netherlands investigated the viral genetic sequences of affected
<br />HCWs and found the infection was more likely to be acquired
<br />from the communities.24 In our current study, we did not observe
<br />a difference in SARS-CoV-2 community prevalence among those
<br />tested positive versus negative employees, indicating the possi-
<br />bility of a true work-related SARS-CoV-2 exposure. In terms of
<br />exposure risk, >90% of employees with positive assay result
<br />had a position with significant direct exposure to customers.
<br />We also found that employees in supervisory positions, with
<br />exposure from both customers and colleagues, had increased
<br />SARS-CoV-2 exposure risk. Employees in supervisory positions
<br />may have more exposure due to frequent interpersonal contacts,
<br />therefore leading to their higher infection rates. Notably, most
<br />of the SARS-CoV-2-positive assay workers were asymptomatic
<br />at time of testing. As evidence has shown probable transmission
<br />from asymptomatic or mildly symptomatic carriers,3 25 26 these
<br />workers as a cluster carries significant risk to their customers,
<br />colleagues and families. Our findings further strengthens the
<br />retail cluster transmission observed in a previous study from
<br />China, which involved supermarket employees, clients and the
<br />families of affected cases, resulting in a infection rate of 9.2%
<br />among the market workers. 17
<br />In this cohort, cigarette smoking was found to be a protective
<br />factor of SARS-CoV-2 RT -PCR assay result in the crude analysis.
<br />Despite a lack of statistical significance after IPW adjustment, our
<br />finding echoes a recently published systematic review indicating
<br />lower smoking prevalence among patients with COVID-19 in
<br />comparison with the general population. 27 In that review, the
<br />authors pooled 13 Chinese studies on hospitalised patients with
<br />COVID-19 and found a prevalence of 6.5% of current smokers,
<br />which was around one-fourth of the smoking prevalence among
<br />the general population. The potential biological mechanism
<br />involving nicotinic receptors has been proposed in another
<br />study. 21 In fact, research has shown nicotinic receptor activity
<br />can promote SARS-CoV-2 transmission through co -expression
<br />of ACE2 receptor, the host receptor for the virus. Therefore,
<br />the competitive nature of nicotine and SARS-CoV-2, as a nico-
<br />tinic agent, for the receptor may serve as a key to prevent the
<br />infection. 28 Our finding of fewer current smokers with a positive
<br />SARS-CoV-2 assay result, while in agreement with recent epide-
<br />miological studies, contradicts common perception and clinical
<br />recommendation on risks and effects of cigarette smoking on
<br />lung health warranting further research investigations. 29
<br />While previous research has raised concerns on psycho-
<br />logical distress due to COVID-19 in addition to physiological
<br />threats on essential workers,ll most of them were focused on
<br />HCWs. 10 15 30-32 The prevalence of anxiety among HCWs in
<br />other countries ranged from 20% to 65% during the COVID-19
<br />pandemic. 11 30 32 In our study, 24% of these workers had at
<br />least mild anxiety, suggesting non -HCWs essential employees
<br />experience similar level of psychological distress. Contrary to
<br />common beliefs on the association between sufficient PPE and
<br />employees' psychological distress, 33 34 the inability to practice
<br />social distancing consistently at work was a significant risk factor
<br />for anxiety and depression in this essential worker cohort. While
<br />we are unable to discern the direction of the effect due to the
<br />cross-sectional nature of this study, these mental health findings
<br />support the need to implement further preventive strategies
<br />and to provide additional mental health assistance to essential
<br />employees.
<br />Our current study has several limitations. First, our limited
<br />sample size may prevent identification of certain associations
<br />that may require larger statistical power, and incidental find-
<br />ings may by chance be observed in a small sample -sized study.
<br />242
<br />However, the large effect sizes (ie, ORs) are unlikely to be
<br />entirely biassed by unmeasured confounding factors. Second,
<br />this is a cross-sectional study and therefore causal relationship
<br />could not be inferred. At the same time, survey collection was
<br />conducted prior to SARS-CoV-2 RT -PCR sampling, suggesting
<br />our major findings should be free of reverse causation and any
<br />recall bias would be minimised. Third, while a majority of the
<br />employees from this retail store were tested at this designated
<br />location, some employees received testing at other clinics due
<br />to insurance, scheduling and/or location convenience. As this
<br />was a city -mandated testing, employees were assigned by the
<br />retail headquarter to be tested at this location if they had not
<br />received or scheduled to receive SARS-CoV-2 testing. Selection
<br />was neither based on their exposure risk nor health outcome
<br />and therefore the current study should be free of selection
<br />bias. Lastly, since our data collection was largely based on self-
<br />reported questionnaire, we incur unavoidable risk of measure-
<br />ment error, misclassification and related information bias.
<br />At the same time, our study enjoys several strengths. First,
<br />the SARS-CoV-2 RT -PCR assay samples were collected by naso-
<br />pharyngeal approach which provides the highest test sensitivity
<br />among all methods 35 and the outcomes of interest were assessed
<br />by validated screening tools including GAD -7 and PHQ-9. The
<br />possibility of outcome misclassification was therefore mini-
<br />mised. Second, our secondary sensitivity analysis results were in
<br />accordance with the main analysis which further strengthened
<br />our findings. Third, our study participants were restricted to
<br />grocery retail employees from one store and such restriction
<br />could eliminate potential confounding factors such as socioeco-
<br />nomical status. Lastly, we included all workers that were sched-
<br />uled and presented to the testing tent during group testing days
<br />without any exclusion criteria. As a result of our strengths, find-
<br />ings in this study may be generalised to grocery store employees
<br />working during the COVID-19 pandemic in similar settings.
<br />In conclusion, in this cohort of grocery retail essential workers,
<br />20% had a positive SARS-CoV-2 RT -PCR assay result and the
<br />majority (76%) of them were asymptomatic at time of testing.
<br />Employees with direct customer exposure were five times more
<br />likely to have a positive SARS-CoV-2 assay result. The ability
<br />to social distance consistently at work was a significant protec-
<br />tive factor for anxiety and depression. Commuting to work by
<br />public transportation/shared rides and having an exposure to
<br />a confirmed case within the past 14 days were positively asso-
<br />ciated with depression. Further research is warranted to inves-
<br />tigate these associations and their public health implications
<br />among essential employees.
<br />Contributors JY designed the study and collected the data. F -YL conducted data
<br />analysis and drafted the manuscript. F -YL, CS, SNK and JY all contributed to the
<br />interpretation of the data, revising the manuscript and final approval. JY supervised
<br />the project.
<br />Funding The authors have not declared a specific grant for this research from any
<br />funding agency in the public, commercial or not-for-profit sectors.
<br />Competing interests SNK has received COVID-19-related consulting fees from
<br />Open Health.
<br />Patient consent for publication Not required.
<br />Provenance and peer review Not commissioned; externally peer reviewed.
<br />Data availability statement De -identified data are available on reasonable
<br />request.
<br />Supplemental material This content has been supplied by the author(s). It
<br />has not been vetted by BMJ Publishing Group Limited (BMJ) and may not have
<br />been peer-reviewed. Any opinions or recommendations discussed are solely those
<br />of the author(s) and are not endorsed by BMJ. BMJ disclaims all liability and
<br />responsibility arising from any reliance placed on the content. Where the content
<br />includes any translated material, BMJ does not warrant the accuracy and reliability
<br />Lan F -Y, et al. Occup Environ Med 2021;78:237-243. doi: 10. 1 136/oemed-2020-106774
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