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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 <br />396 <br />0 <br />