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Torok MR, White AE, Jervis RH, Tran AD, Albanese BA, Walter EJS. SARS-CoV-2 infection among Colorado adults working outside the home: Occupation, race and ethnicity and mask use. Am J Ind Med 2024; 67:961-970. [PMID: 39223073 DOI: 10.1002/ajim.23639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 07/02/2024] [Accepted: 07/08/2024] [Indexed: 09/04/2024]
Abstract
OBJECTIVES The workplace is an important setting for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) exposure and transmission. Using data from a large case-control study in Colorado during 2021 and 2022, we aimed to evaluate working outside the home and SARS-CoV-2 infection, the racial and ethnic distribution of workers in occupations associated with infection, and workplace face mask use. METHODS Cases were Colorado adults with a positive SARS-CoV-2 test by reverse transcription-polymerase chain reaction (RT-PCR) reported to Colorado's COVID-19 surveillance system selected from surveillance data ≤12 days after their specimen collection date. Control participants were randomly selected adult Coloradans with a RT-PCR-confirmed negative SARS-CoV-2 test result reported to the same surveillance system. RESULTS Working outside the home was associated with infection (odds ratio [OR] = 1.46, 95% confidence interval [CI]: 1.39-1.54). Among participants working outside the home, "Food Preparation and Serving Related" (aOR = 2.35, 95% CI: 1.80-3.06), "Transportation and Material Moving" (aOR = 2.09, 95% CI: 1.62-2.69), "Construction and Extraction" (aOR = 1.88, 95% CI: 1.36-2.59), "Protective Service" (aOR = 1.60, 95% CI: 1.15-2.24), and "Sales and Related" (aOR = 1.44, 95% CI: 1.22-1.69) were occupational categories most strongly associated with infection. American Indian/Alaskan Native, Black, and Hispanic/Latino participants were more likely than others to work in occupational categories with the highest odds of infection (p < 0.05). Cases were less likely than controls to report always wearing a mask (31.9% vs. 41.5%) and wearing a KN95/N95/KF94 mask (16.8% vs. 27.2%) at work. CONCLUSIONS These findings emphasize the importance of occupation and workplace mask use in the COVID-19 pandemic and its disproportionate racial/ethnic impact on workers.
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Affiliation(s)
- Michelle R Torok
- Department of Epidemiology, Colorado School of Public Health, Aurora, Colorado, USA
| | - Alice E White
- Department of Epidemiology, Colorado School of Public Health, Aurora, Colorado, USA
| | - Rachel H Jervis
- Colorado Department of Public Health and Environment, Communicable Disease Branch Division of Disease Control and Public Health Response, Denver, Colorado, USA
| | - Amanda D Tran
- Department of Epidemiology, Colorado School of Public Health, Aurora, Colorado, USA
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2
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Wachtler B, Beese F, Demirer I, Haller S, Pförtner TK, Wahrendorf M, Grabka MM, Hoebel J. Education and pandemic SARS-CoV-2 infections in the German working population - the mediating role of working from home. Scand J Work Environ Health 2024; 50:168-177. [PMID: 38346224 PMCID: PMC11064849 DOI: 10.5271/sjweh.4144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Indexed: 03/28/2024] Open
Abstract
OBJECTIVES SARS-CoV-2 infections were unequally distributed during the pandemic, with those in disadvantaged socioeconomic positions being at higher risk. Little is known about the underlying mechanism of this association. This study assessed to what extent educational differences in SARS-CoV-2 infections were mediated by working from home. METHODS We used data of the German working population derived from the seroepidemiological study "Corona Monitoring Nationwide - Wave 2 (RKI-SOEP-2)" (N=6826). Infections were assessed by seropositivity against SARS-CoV-2 antigens and self-reports of previous PCR-confirmed infections from the beginning of the pandemic until study participation (November 2021 - February 2022). The frequency of working from home was assessed between May 2021 and January 2022.We used the Karlson-Holm-Breen (KHB) method to decompose the effect of education on SARS-CoV-2 infections. RESULTS Individuals with lower educational attainment had a higher risk for SARS-CoV-2 infection (adjusted prevalence ratio of low versus very high = 1.76, 95% confidence interval 1.08-2.88; P=0.023). Depending on the level of education, between 27% (high education) and 58% (low education) of the differences in infection were mediated by the frequency of working from home. CONCLUSIONS Working from home could prevent SARS-CoV-2 infections and contribute to the explanation of socioeconomic inequalities in infection risks. Wherever possible, additional capacities to work remotely, particularly for occupations that require lower educational attainment, should be considered as an important measure of pandemic preparedness. Limitations of this study are the observational cross-sectional design and that the temporal order between infection and working from home remained unclear.
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Affiliation(s)
- Benjamin Wachtler
- ORCID ID 0000-0002-3959-5676, Department of Epidemiology and Health Monitoring, Robert Koch Institute, Nordufer 20, 13353 Berlin, Germany.
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Ahmed F, Shafer L, Malla P, Hopkins R, Moreland S, Zviedrite N, Uzicanin A. Systematic review of empiric studies on lockdowns, workplace closures, and other non-pharmaceutical interventions in non-healthcare workplaces during the initial year of the COVID-19 pandemic: benefits and selected unintended consequences. BMC Public Health 2024; 24:884. [PMID: 38519891 PMCID: PMC10960383 DOI: 10.1186/s12889-024-18377-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 03/17/2024] [Indexed: 03/25/2024] Open
Abstract
BACKGROUND We conducted a systematic review aimed to evaluate the effects of non-pharmaceutical interventions within non-healthcare workplaces and community-level workplace closures and lockdowns on COVID-19 morbidity and mortality, selected mental disorders, and employment outcomes in workers or the general population. METHODS The inclusion criteria included randomized controlled trials and non-randomized studies of interventions. The exclusion criteria included modeling studies. Electronic searches were conducted using MEDLINE, Embase, and other databases from January 1, 2020, through May 11, 2021. Risk of bias was assessed using the Risk of Bias in Non-Randomized Studies of Interventions (ROBINS-I) tool. Meta-analysis and sign tests were performed. RESULTS A total of 60 observational studies met the inclusion criteria. There were 40 studies on COVID-19 outcomes, 15 on anxiety and depression symptoms, and five on unemployment and labor force participation. There was a paucity of studies on physical distancing, physical barriers, and symptom and temperature screening within workplaces. The sign test indicated that lockdown reduced COVID-19 incidence or case growth rate (23 studies, p < 0.001), reproduction number (11 studies, p < 0.001), and COVID-19 mortality or death growth rate (seven studies, p < 0.05) in the general population. Lockdown did not have any effect on anxiety symptoms (pooled standardized mean difference = -0.02, 95% CI: -0.06, 0.02). Lockdown had a small effect on increasing depression symptoms (pooled standardized mean difference = 0.16, 95% CI: 0.10, 0.21), but publication bias could account for the observed effect. Lockdown increased unemployment (pooled mean difference = 4.48 percentage points, 95% CI: 1.79, 7.17) and decreased labor force participation (pooled mean difference = -2.46 percentage points, 95% CI: -3.16, -1.77). The risk of bias for most of the studies on COVID-19 or employment outcomes was moderate or serious. The risk of bias for the studies on anxiety or depression symptoms was serious or critical. CONCLUSIONS Empiric studies indicated that lockdown reduced the impact of COVID-19, but that it had notable unwanted effects. There is a pronounced paucity of studies on the effect of interventions within still-open workplaces. It is important for countries that implement lockdown in future pandemics to consider strategies to mitigate these unintended consequences. SYSTEMATIC REVIEW REGISTRATION PROSPERO registration # CRD42020182660.
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Affiliation(s)
- Faruque Ahmed
- Division of Global Migration Health, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop V18-2, Atlanta, GA, 30329-4027, USA.
| | - Livvy Shafer
- Division of Global Migration Health, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop V18-2, Atlanta, GA, 30329-4027, USA
- Oak Ridge Institute for Science and Education, Oak Ridge, TN, USA
| | - Pallavi Malla
- Division of Global Migration Health, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop V18-2, Atlanta, GA, 30329-4027, USA
- Oak Ridge Institute for Science and Education, Oak Ridge, TN, USA
| | - Roderick Hopkins
- Division of Global Migration Health, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop V18-2, Atlanta, GA, 30329-4027, USA
- Cherokee Nation Operational Solutions, Tulsa, OK, USA
| | - Sarah Moreland
- Division of Global Migration Health, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop V18-2, Atlanta, GA, 30329-4027, USA
- Oak Ridge Institute for Science and Education, Oak Ridge, TN, USA
| | - Nicole Zviedrite
- Division of Global Migration Health, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop V18-2, Atlanta, GA, 30329-4027, USA
| | - Amra Uzicanin
- Division of Global Migration Health, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop V18-2, Atlanta, GA, 30329-4027, USA
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4
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Rosner BM, Falkenhorst G, Kumpf I, Enßle M, Hicketier A, Dörre A, Stark K, Wilking H. Case-control study of behavioural and societal risk factors for sporadic SARS-CoV-2 infections, Germany, 2020-2021 (CoViRiS study). Epidemiol Infect 2024; 152:e16. [PMID: 38220467 PMCID: PMC10894885 DOI: 10.1017/s0950268824000050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 12/14/2023] [Accepted: 12/18/2023] [Indexed: 01/16/2024] Open
Abstract
During the COVID-19 pandemic in Germany, a variety of societal activities were restricted to minimize direct personal interactions and, consequently, reduce SARS-CoV-2 transmission. The aim of the CoViRiS study was to investigate whether certain behaviours and societal factors were associated with the risk of sporadic symptomatic SARS-CoV-2 infections. Adult COVID-19 cases and frequency-matched population controls were interviewed by telephone regarding activities that involved contact with other people during the 10 days before illness onset (cases) or before the interview (controls). Associations between activities and symptomatic SARS-CoV-2 infection were analysed using logistic regression models adjusted for potential confounding variables. Data of 859 cases and 1 971 controls were available for analysis. The risk of symptomatic SARS-CoV-2 infection was lower for individuals who worked from home (adjusted odds ratio (aOR) 0.5; 95% confidence interval (CI) 0.3-0.6). Working in a health care setting was associated with a higher risk (aOR: 1.5; 95% CI: 1.1-2.1) as were private indoor contacts, personal contacts that involved shaking hands or hugging, and overnight travelling within Germany. Our results are in line with some of the public health recommendations aimed at reducing interpersonal contacts during the COVID-19 pandemic.
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Affiliation(s)
- Bettina M Rosner
- Department of Infectious Disease Epidemiology, Robert Koch Institute, Berlin, Germany
| | - Gerhard Falkenhorst
- Department of Infectious Disease Epidemiology, Robert Koch Institute, Berlin, Germany
| | - Isabella Kumpf
- Department of Infectious Disease Epidemiology, Robert Koch Institute, Berlin, Germany
| | - Maren Enßle
- Department of Infectious Disease Epidemiology, Robert Koch Institute, Berlin, Germany
| | - Andreas Hicketier
- Department of Infectious Disease Epidemiology, Robert Koch Institute, Berlin, Germany
| | - Achim Dörre
- Department of Infectious Disease Epidemiology, Robert Koch Institute, Berlin, Germany
| | - Klaus Stark
- Department of Infectious Disease Epidemiology, Robert Koch Institute, Berlin, Germany
| | - Hendrik Wilking
- Department of Infectious Disease Epidemiology, Robert Koch Institute, Berlin, Germany
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Wells J, Scheibein F, Pais L, Rebelo dos Santos N, Dalluege CA, Czakert JP, Berger R. A Systematic Review of the Impact of Remote Working Referenced to the Concept of Work-Life Flow on Physical and Psychological Health. Workplace Health Saf 2023; 71:507-521. [PMID: 37387511 PMCID: PMC10612377 DOI: 10.1177/21650799231176397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/01/2023]
Abstract
BACKGROUND COVID-19 accelerated the adoption of remote working in which employers' obligations for employees' health and well-being extended into the home. This paper reports on a systematic review of the health impacts of remote working within the context of COVID-19 and discusses the implications of these impacts for the future role of the occupational health nurse. METHOD The review protocol was registered with PROSPERO (CRD42021258517) and followed the PRISMA guidelines. The review covered 2020-2021 to capture empirical studies of remote working during the COVID-19 pandemic, their physical and psychological impacts and mediating factors. RESULTS Eight hundred and thirty articles were identified. After applying the inclusion criteria, a total of 34 studies were reviewed. Most studies showed low to very low strength of evidence using the GRADE approach. A minority of studies had high strength of evidence. These focused on the reduced risk of infection and negative effects in terms of reduced physical activity, increased sedentary activity, and increased screen time. CONCLUSION/APPLICATION TO PRACTICE The synergy of work and personal well-being with the accelerated expansion of remote working suggests a more active role in the lives of workers within the home setting on the part of occupational health nurses. That role relates to how employees organize their relationship to work and home life, promoting positive lifestyles while mitigating adverse impacts of remote working on personal well-being.
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Affiliation(s)
- John Wells
- School of Health Sciences, South East Technological University
| | | | - Leonor Pais
- Center for Research in Neuropsychology and Cognitive and Behavioral Intervention (CINEICC), Faculty of Psychology and Education Sciences, University of Coimbra
| | - Nuno Rebelo dos Santos
- Research Centre in Education and Psychology (CIEP-UÉ), School of Social Sciences, Universidade de Évora
| | | | | | - Rita Berger
- Facultat de Psicologia, Universitat de Barcelona
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6
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White AE, Tran AD, Torok MR, Jervis RH, Albanese BA, Buchwald AG, Schmoll E, Stringer G, Herlihy RK, Scallan Walter EJ. Community exposures among Colorado adults who tested positive for SARS-CoV-2 -A case-control study, March-December 2021. PLoS One 2023; 18:e0282422. [PMID: 36862756 PMCID: PMC9980731 DOI: 10.1371/journal.pone.0282422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 02/15/2023] [Indexed: 03/03/2023] Open
Abstract
OBJECTIVES Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection, which causes coronavirus disease 2019 (COVID-19), is spread primarily through exposure to respiratory droplets from close contact with an infected person. To inform prevention measures, we conducted a case-control study among Colorado adults to assess the risk of SARS-CoV-2 infection from community exposures. METHODS Cases were symptomatic Colorado adults (aged ≥18 years) with a positive SARS-CoV-2 test by reverse transcription-polymerase chain reaction (RT-PCR) reported to Colorado's COVID-19 surveillance system. From March 16 to December 23, 2021, cases were randomly selected from surveillance data ≤12 days after their specimen collection date. Cases were matched on age, zip code (urban areas) or region (rural/frontier areas), and specimen collection date with controls randomly selected among persons with a reported negative SARS-CoV-2 test result. Data on close contact and community exposures were obtained from surveillance and a survey administered online. RESULTS The most common exposure locations among all cases and controls were place of employment, social events, or gatherings and the most frequently reported exposure relationship was co-worker or friend. Cases were more likely than controls to work outside the home (adjusted odds ratio (aOR) 1.18, 95% confidence interval (CI): 1.09-1.28) in industries and occupations related to accommodation and food services, retail sales, and construction. Cases were also more likely than controls to report contact with a non-household member with confirmed or suspected COVID-19 (aOR 1.16, 95% CI: 1.06-1.27). CONCLUSIONS Understanding the settings and activities associated with a higher risk of SARS-CoV-2 infection is essential for informing prevention measures aimed at reducing the transmission of SARS-CoV-2 and other respiratory diseases. These findings emphasize the risk of community exposure to infected persons and the need for workplace precautions in preventing ongoing transmission.
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Affiliation(s)
- Alice E. White
- Department of Epidemiology, Colorado School of Public Health, Aurora, Colorado, United States of America
- * E-mail:
| | - Amanda D. Tran
- Department of Epidemiology, Colorado School of Public Health, Aurora, Colorado, United States of America
| | - Michelle R. Torok
- Department of Epidemiology, Colorado School of Public Health, Aurora, Colorado, United States of America
| | - Rachel H. Jervis
- Communicable Disease Branch Division of Disease Control and Public Health Response, Colorado Department of Public Health and Environment, Denver, Colorado, United States of America
| | | | - Andrea G. Buchwald
- Center for Innovative Design and Analysis, Colorado School of Public Health, Aurora, Colorado, United States of America
| | - Emma Schmoll
- Communicable Disease Branch Division of Disease Control and Public Health Response, Colorado Department of Public Health and Environment, Denver, Colorado, United States of America
| | - Ginger Stringer
- Communicable Disease Branch Division of Disease Control and Public Health Response, Colorado Department of Public Health and Environment, Denver, Colorado, United States of America
| | - Rachel K. Herlihy
- Communicable Disease Branch Division of Disease Control and Public Health Response, Colorado Department of Public Health and Environment, Denver, Colorado, United States of America
| | - Elaine J. Scallan Walter
- Department of Epidemiology, Colorado School of Public Health, Aurora, Colorado, United States of America
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7
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Hansen C, Perofsky AC, Burstein R, Famulare M, Boyle S, Prentice R, Marshall C, McCormick BJJ, Reinhart D, Capodanno B, Truong M, Schwabe-Fry K, Kuchta K, Pfau B, Acker Z, Lee J, Sibley TR, McDermot E, Rodriguez-Salas L, Stone J, Gamboa L, Han PD, Duchin JS, Waghmare A, Englund JA, Shendure J, Bedford T, Chu HY, Starita LM, Viboud C. Trends in Risk Factors and Symptoms Associated With SARS-CoV-2 and Rhinovirus Test Positivity in King County, Washington, June 2020 to July 2022. JAMA Netw Open 2022; 5:e2245861. [PMID: 36484987 PMCID: PMC9856230 DOI: 10.1001/jamanetworkopen.2022.45861] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
IMPORTANCE Few US studies have reexamined risk factors for SARS-CoV-2 positivity in the context of widespread vaccination and new variants or considered risk factors for cocirculating endemic viruses, such as rhinovirus. OBJECTIVES To evaluate how risk factors and symptoms associated with SARS-CoV-2 test positivity changed over the course of the pandemic and to compare these with the risk factors associated with rhinovirus test positivity. DESIGN, SETTING, AND PARTICIPANTS This case-control study used a test-negative design with multivariable logistic regression to assess associations between SARS-CoV-2 and rhinovirus test positivity and self-reported demographic and symptom variables over a 25-month period. The study was conducted among symptomatic individuals of all ages enrolled in a cross-sectional community surveillance study in King County, Washington, from June 2020 to July 2022. EXPOSURES Self-reported data for 15 demographic and health behavior variables and 16 symptoms. MAIN OUTCOMES AND MEASURES Reverse transcription-polymerase chain reaction-confirmed SARS-CoV-2 or rhinovirus infection. RESULTS Analyses included data from 23 498 individuals. The median (IQR) age of participants was 34.33 (22.42-45.08) years, 13 878 (59.06%) were female, 4018 (17.10%) identified as Asian, 654 (2.78%) identified as Black, and 2193 (9.33%) identified as Hispanic. Close contact with an individual with SARS-CoV-2 (adjusted odds ratio [aOR], 3.89; 95% CI, 3.34-4.57) and loss of smell or taste (aOR, 3.49; 95% CI, 2.77-4.41) were the variables most associated with SARS-CoV-2 test positivity, but both attenuated during the Omicron period. Contact with a vaccinated individual with SARS-CoV-2 (aOR, 2.03; 95% CI, 1.56-2.79) was associated with lower odds of testing positive than contact with an unvaccinated individual with SARS-CoV-2 (aOR, 4.04; 95% CI, 2.39-7.23). Sore throat was associated with Omicron infection (aOR, 2.27; 95% CI, 1.68-3.20) but not Delta infection. Vaccine effectiveness for participants fully vaccinated with a booster dose was 93% (95% CI, 73%-100%) for Delta, but not significant for Omicron. Variables associated with rhinovirus test positivity included being younger than 12 years (aOR, 3.92; 95% CI, 3.42-4.51) and experiencing a runny or stuffy nose (aOR, 4.58; 95% CI, 4.07-5.21). Black race, residing in south King County, and households with 5 or more people were significantly associated with both SARS-CoV-2 and rhinovirus test positivity. CONCLUSIONS AND RELEVANCE In this case-control study of 23 498 symptomatic individuals, estimated risk factors and symptoms associated with SARS-CoV-2 infection changed over time. There was a shift in reported symptoms between the Delta and Omicron variants as well as reductions in the protection provided by vaccines. Racial and sociodemographic disparities persisted in the third year of SARS-CoV-2 circulation and were also present in rhinovirus infection. Trends in testing behavior and availability may influence these results.
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Affiliation(s)
- Chelsea Hansen
- Brotman Baty Institute, University of Washington, Seattle
- Fogarty International Center, National Institutes of Health, Bethesda, Maryland
| | - Amanda C. Perofsky
- Brotman Baty Institute, University of Washington, Seattle
- Fogarty International Center, National Institutes of Health, Bethesda, Maryland
| | - Roy Burstein
- Institute for Disease Modeling, Bill & Melinda Gates Foundation, Seattle, Washington
| | - Michael Famulare
- Institute for Disease Modeling, Bill & Melinda Gates Foundation, Seattle, Washington
| | - Shanda Boyle
- Brotman Baty Institute, University of Washington, Seattle
| | - Robin Prentice
- Brotman Baty Institute, University of Washington, Seattle
| | | | | | - David Reinhart
- Brotman Baty Institute, University of Washington, Seattle
| | - Ben Capodanno
- Brotman Baty Institute, University of Washington, Seattle
| | - Melissa Truong
- Brotman Baty Institute, University of Washington, Seattle
| | | | - Kayla Kuchta
- Brotman Baty Institute, University of Washington, Seattle
| | - Brian Pfau
- Brotman Baty Institute, University of Washington, Seattle
| | - Zack Acker
- Brotman Baty Institute, University of Washington, Seattle
| | - Jover Lee
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Thomas R. Sibley
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Evan McDermot
- Brotman Baty Institute, University of Washington, Seattle
| | | | - Jeremy Stone
- Brotman Baty Institute, University of Washington, Seattle
| | - Luis Gamboa
- Brotman Baty Institute, University of Washington, Seattle
| | - Peter D. Han
- Brotman Baty Institute, University of Washington, Seattle
- Department of Genome Sciences, University of Washington, Seattle
| | - Jeffery S. Duchin
- Public Health Seattle and King County, Seattle, Washington
- Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington, Seattle
- School of Public Health, University of Washington, Seattle
| | - Alpana Waghmare
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington
- Seattle Children’s Research Institute, Seattle, Washington
- Department of Pediatrics, University of Washington, Seattle
| | - Janet A. Englund
- Brotman Baty Institute, University of Washington, Seattle
- Seattle Children’s Research Institute, Seattle, Washington
- Department of Pediatrics, University of Washington, Seattle
| | - Jay Shendure
- Brotman Baty Institute, University of Washington, Seattle
- Department of Genome Sciences, University of Washington, Seattle
- Howard Hughes Medical Institute, Seattle, Washington
| | - Trevor Bedford
- Brotman Baty Institute, University of Washington, Seattle
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington
- Department of Genome Sciences, University of Washington, Seattle
- Howard Hughes Medical Institute, Seattle, Washington
| | - Helen Y. Chu
- Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington, Seattle
| | - Lea M. Starita
- Brotman Baty Institute, University of Washington, Seattle
- Department of Genome Sciences, University of Washington, Seattle
| | - Cécile Viboud
- Fogarty International Center, National Institutes of Health, Bethesda, Maryland
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8
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Munch PK, Espenhain L, Hansen CH, Krause TG, Ethelberg S. Case-control study of activities associated with SARS-CoV-2 infection in an adult unvaccinated population and overview of societal COVID-19 epidemic counter measures in Denmark. PLoS One 2022; 17:e0268849. [PMID: 36383627 PMCID: PMC9668151 DOI: 10.1371/journal.pone.0268849] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 10/24/2022] [Indexed: 11/17/2022] Open
Abstract
Measures to restrict physical inter-personal contact in the community have been widely implemented during the COVID-19 pandemic. We studied determinants for infection with SARS-CoV-2 with the aim of informing future public health measures. We conducted a national matched case-control study among unvaccinated not previously infected adults aged 18-49 years. Cases were selected among those testing positive for SARS-CoV-2 by RT-PCR over a five-day period in June 2021. Controls were selected from the national population register and were individually matched on age, sex and municipality of residence. Cases and controls were interviewed via telephone about contact with other persons and exposures in the community. We determined matched odds ratios (mORs) and 95% confidence intervals (95%CIs) by conditional logistical regression with adjustment for household size and immigration status. For reference, we provide a timeline of non-pharmaceutical interventions in place in Denmark from February 2020 to March 2022. We included 500 cases and 529 controls. We found that having had contact with another individual with a known infection was the main determinant for SARS-CoV-2 infection: reporting close contact with an infected person who either had or did not have symptoms resulted in mORs of 20 (95%CI:9.8-39) and 8.5 (95%CI 4.5-16) respectively. Community exposures were generally not associated with disease; several exposures were negatively associated. Consumption of alcohol in restaurants or cafés, aOR = 2.3 (95%CI:1.3-4.2) and possibly attending fitness centers, mOR = 1.4 (95%CI:1.0-2.0) were weakly associated with SARS-CoV-2 infection. Apart from these two factors, no community activities were more common amongst cases under the community restrictions in place during the study. The strongest risk factor for transmission was contact to an infected person. Results were in agreement with findings of our similar study conducted six month earlier.
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Affiliation(s)
- Pernille Kold Munch
- Department of Infectious Disease Epidemiology and Prevention, Statens Serum Institut, Copenhagen, Denmark
| | - Laura Espenhain
- Department of Infectious Disease Epidemiology and Prevention, Statens Serum Institut, Copenhagen, Denmark
| | - Christian Holm Hansen
- Department of Infectious Disease Epidemiology and Prevention, Statens Serum Institut, Copenhagen, Denmark
| | - Tyra Grove Krause
- Division of Infectious Disease Preparedness, Statens Serum Institut, Copenhagen, Denmark
| | - Steen Ethelberg
- Department of Infectious Disease Epidemiology and Prevention, Statens Serum Institut, Copenhagen, Denmark
- Department of Public Health, Global Health Section, University of Copenhagen, Copenhagen, Denmark
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9
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Yanik EL, Evanoff BA, Dale AM, Ma Y, Walker-Bone KE. Occupational characteristics associated with SARS-CoV-2 infection in the UK Biobank during August-November 2020: a cohort study. BMC Public Health 2022; 22:1884. [PMID: 36217157 PMCID: PMC9549452 DOI: 10.1186/s12889-022-14311-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 10/06/2022] [Indexed: 02/23/2023] Open
Abstract
BACKGROUND Occupational exposures may play a key role in severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection risk. We used a job-exposure matrix linked to the UK Biobank to measure occupational characteristics and estimate associations with a positive SARS-CoV-2 test. METHODS People reporting job titles at their baseline interview in England who were < 65 years of age in 2020 were included. Healthcare workers were excluded because of differential access to testing. Jobs were linked to the US Occupational Information Network (O*NET) job exposure matrix. O*NET-based scores were examined for occupational physical proximity, exposure to diseases/infection, working outdoors exposed to weather, and working outdoors under cover (score range = 1-5). Jobs were classified as remote work using two algorithms. SARS-CoV-2 test results were evaluated between August 5th-November 10th, 2020, when the UK was released from lockdown. Cox regression was used to calculate adjusted hazard ratios (aHRs), accounting for age, sex, race, education, neighborhood deprivation, assessment center, household size, and income. RESULTS We included 115,451 people with job titles, of whom 1746 tested positive for SARS-CoV-2. A one-point increase in physical proximity score was associated with 1.14 times higher risk of SARS-CoV-2 (95%CI = 1.05-1.24). A one-point increase in the exposure to diseases/infections score was associated with 1.09 times higher risk of SARS-CoV-2 (95%CI = 1.02-1.16). People reporting jobs that could not be done remotely had higher risk of SARS-CoV-2 regardless of the classification algorithm used (aHRs = 1.17 and 1.20). Outdoors work showed an association with SARS-CoV-2 (exposed to weather aHR = 1.06, 95%CI = 1.01-1.11; under cover aHR = 1.08, 95%CI = 1.00-1.17), but these associations were not significant after accounting for whether work could be done remotely. CONCLUSION People in occupations that were not amenable to remote work, required closer physical proximity, and required more general exposure to diseases/infection had higher risk of a positive SARS-CoV-2 test. These findings provide additional evidence that coronavirus disease 2019 (COVID-19) is an occupational disease, even outside of the healthcare setting, and indicate that strategies for mitigating transmission in in-person work settings will remain important.
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Affiliation(s)
- Elizabeth L Yanik
- Department of Orthopaedic Surgery, Washington University School of Medicine, 660 S. Euclid Ave, Campus Box 8233, St. Louis, MO, 63110, USA. .,Department of Surgery, Washington University School of Medicine, St. Louis, MO, USA.
| | - Bradley A Evanoff
- Division of General Medical Sciences, Washington University School of Medicine, St. Louis, MO, USA
| | - Ann Marie Dale
- Division of General Medical Sciences, Washington University School of Medicine, St. Louis, MO, USA
| | - Yinjiao Ma
- Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA
| | - Karen E Walker-Bone
- Monash Centre for Occupational and Environmental Health, Monash University, Melbourne, Victoria, Australia
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10
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Han JH, Womack KN, Tenforde MW, Files DC, Gibbs KW, Shapiro NI, Prekker ME, Erickson HL, Steingrub JS, Qadir N, Khan A, Hough CL, Johnson NJ, Ely EW, Rice TW, Casey JD, Lindsell CJ, Gong MN, Srinivasan V, Lewis NM, Patel MM, Self WH. Associations between persistent symptoms after mild COVID-19 and long-term health status, quality of life, and psychological distress. Influenza Other Respir Viruses 2022; 16:680-689. [PMID: 35347854 PMCID: PMC9111447 DOI: 10.1111/irv.12980] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Revised: 02/28/2022] [Accepted: 03/01/2022] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND We sought to assess whether persistent COVID-19 symptoms beyond 6 months (Long-COVID) among patients with mild COVID-19 is associated with poorer health status, quality of life, and psychological distress. METHODS This was a multicenter prospective cohort study that included adult outpatients with acute COVID-19 from eight sites during 2-week sampling periods from April 1 and July 28, 2020. Participants were contacted 6-11 months after their first positive SARS-CoV-2 to complete a survey, which collected information on the severity of eight COVID-19 symptoms using a 4-point scale ranging from 0 (not present) to 3 (severe) at 1 month before COVID-19 (pre-illness) and at follow-up; the difference for each was calculated as an attributable persistent symptom severity score. A total attributable persistent COVID-19 symptom burden score was calculated by summing the attributable persistent severity scores for all eight symptoms. Outcomes measured at long-term follow-up comprised overall health status (EuroQol visual analogue scale), quality of life (EQ-5D-5L), and psychological distress (Patient Health Questionnaire-4). The association between the total attributable persistent COVID-19 burden score and each outcome was analyzed using multivariable proportional odds regression. RESULTS Of the 2092 outpatients with COVID-19, 436 (21%) responded to the survey. The median (IQR) attributable persistent COVID-19 symptom burden score was 2 (0, 4); higher scores were associated with lower overall health status (aOR 0.63; 95% CI: 0.57-0.69), lower quality of life (aOR: 0.65; 95%CI: 0.59-0.72), and higher psychological distress (aOR: 1.40; 95%CI, 1.28-1.54) after adjusting for age, race, ethnicity, education, and income. CONCLUSIONS In participants with mild acute COVID-19, the burden of persistent symptoms was significantly associated with poorer long-term health status, poorer quality of life, and psychological distress.
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Affiliation(s)
- Jin H. Han
- Vanderbilt University Medical CenterNashvilleTennesseeUSA
- Geriatric Research, Education, and Clinical CenterTennessee Valley Healthcare SystemNashvilleTennesseeUSA
| | | | - Mark W. Tenforde
- CDC COVID‐19 Response TeamCenters for Disease Control and PreventionAtlantaGeorgiaUSA
| | - D. Clark Files
- Wake Forest University Baptist Medical CenterWinston‐SalemNorth CarolinaUSA
| | - Kevin W. Gibbs
- Wake Forest University Baptist Medical CenterWinston‐SalemNorth CarolinaUSA
| | | | | | | | | | - Nida Qadir
- UCLA Medical CenterLos AngelesCaliforniaUSA
| | - Akram Khan
- Oregon Health & Sciences UniversityPortlandOregonUSA
| | | | | | - E. Wesley Ely
- Vanderbilt University Medical CenterNashvilleTennesseeUSA
- Geriatric Research, Education, and Clinical CenterTennessee Valley Healthcare SystemNashvilleTennesseeUSA
| | - Todd W. Rice
- Vanderbilt University Medical CenterNashvilleTennesseeUSA
| | | | | | | | | | - Nathaniel M. Lewis
- CDC COVID‐19 Response TeamCenters for Disease Control and PreventionAtlantaGeorgiaUSA
| | - Manish M. Patel
- CDC COVID‐19 Response TeamCenters for Disease Control and PreventionAtlantaGeorgiaUSA
| | - Wesley H. Self
- Vanderbilt University Medical CenterNashvilleTennesseeUSA
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11
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Arashiro T, Arima Y, Muraoka H, Sato A, Oba K, Uehara Y, Arioka H, Yanai H, Yanagisawa N, Nagura Y, Kato Y, Kato H, Ueda A, Ishii K, Ooki T, Oka H, Nishida Y, Stucky A, Miyahara R, Smith C, Hibberd M, Ariyoshi K, Suzuki M. Behavioral factors associated with SARS-CoV-2 infection in Japan. Influenza Other Respir Viruses 2022; 16:952-961. [PMID: 35470969 PMCID: PMC9111610 DOI: 10.1111/irv.12992] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 04/15/2022] [Indexed: 12/15/2022] Open
Abstract
Background The relative burden of COVID‐19 has been less severe in Japan. One reason for this may be the uniquely strict restrictions imposed upon bars/restaurants. To assess if this approach was appropriately targeting high‐risk individuals, we examined behavioral factors associated with SARS‐CoV‐2 infection in the community. Methods This multicenter case–control study involved individuals receiving SARS‐CoV‐2 testing in June–August 2021. Behavioral exposures in the past 2 weeks were collected via questionnaire. SARS‐CoV‐2 PCR‐positive individuals were cases, while PCR‐negative individuals were controls. Results The analysis included 778 individuals (266 [34.2%] positives; median age [interquartile range] 33 [27–43] years). Attending three or more social gatherings was associated with SARS‐CoV‐2 infection (adjusted odds ratio [aOR] 2.00 [95% CI 1.31–3.05]). Attending gatherings with alcohol (aOR 2.29 [1.53–3.42]), at bars/restaurants (aOR 1.55 [1.04–2.30]), outdoors/at parks (aOR 2.87 [1.01–8.13]), at night (aOR 2.07 [1.40–3.04]), five or more people (aOR 1.81 [1.00–3.30]), 2 hours or longer (aOR 1.76 [1.14–2.71]), not wearing a mask during gatherings (aOR 4.18 [2.29–7.64]), and cloth mask use (aOR 1.77 [1.11–2.83]) were associated with infection. Going to karaoke (aOR 2.53 [1.25–5.09]) and to a gym (aOR 1.87 [1.11–3.16]) were also associated with infection. Factors not associated with infection included visiting a cafe with others, ordering takeout, using food delivery services, eating out by oneself, and work/school/travel‐related exposures including teleworking. Conclusions We identified multiple behavioral factors associated with SARS‐CoV‐2 infection, many of which were in line with the policy/risk communication implemented in Japan. Rapid assessment of risk factors can inform decision making.
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Affiliation(s)
- Takeshi Arashiro
- Center for Surveillance, Immunization, and Epidemiologic Research, National Institute of Infectious Diseases, Tokyo, Japan.,Department of Pathology, National Institute of Infectious Diseases, Tokyo, Japan.,Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK.,School of Tropical Medicine and Global Health, Nagasaki University, Nagasaki, Japan
| | - Yuzo Arima
- Center for Surveillance, Immunization, and Epidemiologic Research, National Institute of Infectious Diseases, Tokyo, Japan
| | | | | | - Kunihiro Oba
- Department of Pediatrics, Showa General Hospital, Tokyo, Japan
| | - Yuki Uehara
- Department of Clinical Laboratory, St. Luke's International Hospital, Tokyo, Japan
| | - Hiroko Arioka
- Department of General Internal Medicine, St. Luke's International Hospital, Tokyo, Japan
| | - Hideki Yanai
- Department of Clinical Laboratory, Fukujuji Hospital, Japan Anti-Tuberculosis Association, Kiyose, Japan
| | | | | | - Yasuyuki Kato
- Department of Infectious Diseases, Graduate School of Medicine, International University of Health and Welfare, Chiba, Japan
| | - Hideaki Kato
- Infection Prevention and Control Department, Yokohama City University Hospital, Yokohama, Japan
| | - Akihiro Ueda
- Department of Infectious Diseases, Japanese Red Cross Medical Center, Tokyo, Japan
| | - Koji Ishii
- Saitama Sekishinkai Hospital, Saitama, Japan
| | - Takao Ooki
- Saitama Sekishinkai Hospital, Saitama, Japan
| | - Hideaki Oka
- Department of General Internal Medicine and Infectious Diseases, Saitama Medical Center, Saitama, Japan
| | - Yusuke Nishida
- Department of General Internal Medicine and Infectious Diseases, Saitama Medical Center, Saitama, Japan
| | - Ashley Stucky
- Center for Surveillance, Immunization, and Epidemiologic Research, National Institute of Infectious Diseases, Tokyo, Japan
| | - Reiko Miyahara
- Center for Surveillance, Immunization, and Epidemiologic Research, National Institute of Infectious Diseases, Tokyo, Japan
| | - Chris Smith
- Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK.,School of Tropical Medicine and Global Health, Nagasaki University, Nagasaki, Japan
| | - Martin Hibberd
- Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK
| | - Koya Ariyoshi
- School of Tropical Medicine and Global Health, Nagasaki University, Nagasaki, Japan
| | - Motoi Suzuki
- Center for Surveillance, Immunization, and Epidemiologic Research, National Institute of Infectious Diseases, Tokyo, Japan
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12
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Asfaw A. Racial and Ethnic Disparities in Teleworking Due to the COVID-19 Pandemic in the United States: A Mediation Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19084680. [PMID: 35457547 PMCID: PMC9031166 DOI: 10.3390/ijerph19084680] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/19/2022] [Revised: 04/07/2022] [Accepted: 04/08/2022] [Indexed: 02/06/2023]
Abstract
A growing literature has pointed out disparities in teleworking among different racial and ethnic (hereafter racial) workers. This study estimated racial disparities in teleworking due to the COVID-19 pandemic and the extent to which these disparities were mediated by four-year college education and occupation in the United States. The data source for this study was the Current Population Survey, May 2020 through July 2021. The results showed that in the reduced model, the odds for Black and Hispanic workers to telework were 35% and 55% lower, respectively, and for Asian workers 44% higher than for White workers, controlling for covariates. When four-year college education and occupation were included as mediator variables in the model, the odds for Black and Hispanic workers to telework were reduced to 7% and 16%, respectively. Overall, disparities in four-year college education and occupation explained 83% and 78% of the variation in the odds of teleworking for Black and Hispanic workers, respectively. Between the mediators, occupation explained more than 60% of the total effect. The results of this study could not rule out the possibility of racial discrimination in teleworking. Ultimately, reducing racial disparities in four-year college education and in different occupations might be a long-term solution for reducing racial disparities in teleworking.
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Affiliation(s)
- Abay Asfaw
- Centers for Disease Control and Prevention (CDC), National Institute for Occupational Safety and Health (NIOSH), Washington, DC 20201, USA
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13
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Yuan P, Aruffo E, Gatov E, Tan Y, Li Q, Ogden N, Collier S, Nasri B, Moyles I, Zhu H. School and community reopening during the COVID-19 pandemic: a mathematical modelling study. ROYAL SOCIETY OPEN SCIENCE 2022; 9:211883. [PMID: 35127115 PMCID: PMC8808096 DOI: 10.1098/rsos.211883] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 01/04/2022] [Indexed: 05/03/2023]
Abstract
Operating schools safely during the COVID-19 pandemic requires a balance between health risks and the need for in-person learning. Using demographic and epidemiological data between 31 July and 23 November 2020 from Toronto, Canada, we developed a compartmental transmission model with age, household and setting structure to study the impact of schools reopening in September 2020. The model simulates transmission in the home, community and schools, accounting for differences in infectiousness between adults and children, and accounting for work-from-home and virtual learning. While we found a slight increase in infections among adults (2.2%) and children (4.5%) within the first eight weeks of school reopening, transmission in schools was not the key driver of the virus resurgence in autumn 2020. Rather, it was community spread that determined the outbreak trajectory, primarily due to increases in contact rates among adults in the community after school reopening. Analyses of cross-infection among households, communities and schools revealed that home transmission is crucial for epidemic progression and safely operating schools, while the degree of in-person attendance has a larger impact than other control measures in schools. This study suggests that safe school reopening requires the strict maintenance of public health measures in the community.
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Affiliation(s)
- Pei Yuan
- Laboratory of Mathematical Parallel Systems (LAMPS), Department of Mathematics and Statistics, York University, Toronto, Canada
- Canadian Centre for Diseases Modeling (CCDM), York University, Toronto, Canada
- Department of Mathematics and Statistics, York University, Toronto, Canada
| | - Elena Aruffo
- Laboratory of Mathematical Parallel Systems (LAMPS), Department of Mathematics and Statistics, York University, Toronto, Canada
- Canadian Centre for Diseases Modeling (CCDM), York University, Toronto, Canada
- Department of Mathematics and Statistics, York University, Toronto, Canada
| | - Evgenia Gatov
- Toronto Public Health, City of Toronto, Toronto, Ontario, Canada
| | - Yi Tan
- Laboratory of Mathematical Parallel Systems (LAMPS), Department of Mathematics and Statistics, York University, Toronto, Canada
- Canadian Centre for Diseases Modeling (CCDM), York University, Toronto, Canada
- Department of Mathematics and Statistics, York University, Toronto, Canada
| | - Qi Li
- Laboratory of Mathematical Parallel Systems (LAMPS), Department of Mathematics and Statistics, York University, Toronto, Canada
- Department of Mathematics, Shanghai Normal University, Shanghai, People's Republic of China
| | - Nick Ogden
- Canadian Centre for Diseases Modeling (CCDM), York University, Toronto, Canada
- Public Health Risk Sciences Division, National Microbiology Laboratory, Public Health Agency of Canada, Quebec, Canada
| | - Sarah Collier
- Toronto Public Health, City of Toronto, Toronto, Ontario, Canada
| | - Bouchra Nasri
- Canadian Centre for Diseases Modeling (CCDM), York University, Toronto, Canada
- Department of Social and Preventive Medicine, Université de Montréal, Montréal, Quebec, Canada
| | - Iain Moyles
- Canadian Centre for Diseases Modeling (CCDM), York University, Toronto, Canada
- Department of Mathematics and Statistics, York University, Toronto, Canada
| | - Huaiping Zhu
- Laboratory of Mathematical Parallel Systems (LAMPS), Department of Mathematics and Statistics, York University, Toronto, Canada
- Canadian Centre for Diseases Modeling (CCDM), York University, Toronto, Canada
- Department of Mathematics and Statistics, York University, Toronto, Canada
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14
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Terakawa A, Bouchi R, Kodani N, Hisatake T, Sugiyama T, Matsumoto M, Ihana-Sugiyama N, Ohsugi M, Ueki K, Kajio H. Living and working environments are important determinants of glycemic control in patients with diabetes during the COVID-19 pandemic: a retrospective observational study. J Diabetes Investig 2022; 13:1094-1104. [PMID: 35088564 PMCID: PMC9153838 DOI: 10.1111/jdi.13758] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 01/09/2022] [Accepted: 01/24/2022] [Indexed: 11/26/2022] Open
Abstract
AIM To investigate 1) the association of lifestyle changes and living and working conditions with glycemic control and 2) whether treatment was intensified appropriately in diabetes patients under the first COVID-19 state of emergency in Japan. MATERIALS AND METHODS A total of 321 participants were included. Participants completed a questionnaire regarding lifestyle changes, including diet, physical activity, and living and working conditions during the COVID-19 pandemic. We estimated the change in hemoglobin A1c (HbA1c) levels between before (from June 1, 2019, to August 31, 2019) and during (from June 1, 2020, to August 31, 2020) the pandemic. Factors associated with changes in HbA1c levels were examined by multiple linear regression analysis. Proportion of patients who received treatment intensification for diabetes was compared between before and during the pandemic. RESULTS There was no significant change in HbA1c levels between before and during the pandemic (7.13 ± 0.98% versus 7.18 ± 1.01%, P=0.186). Teleworking (estimate 0.206, P=0.004) and living with a dog (estimate -0.149, P=0.038) were significantly associated with changes in HbA1c levels after adjusting for covariates. There was no significant difference in the proportion of patients who received treatment intensification for diabetes between during the pandemic and before the pandemic in either the elderly or non-elderly patients. CONCLUSIONS Overall glycemic control did not worsen during the pandemic. Nonetheless, environmental factors, including telework, were found to influence glycemic control in diabetes patients. Further studies are needed to clarify whether the COVID-19 pandemic could affect treatment intensification for diabetes.
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Affiliation(s)
- Aiko Terakawa
- Department of Diabetes, Endocrinology and Metabolism, Center Hospital, National Center for Global Health and Medicine, Tokyo, Japan
| | - Ryotaro Bouchi
- Department of Diabetes, Endocrinology and Metabolism, Center Hospital, National Center for Global Health and Medicine, Tokyo, Japan.,Diabetes and Metabolism Information Center, Research Institute, National Center for Global Health and Medicine, Tokyo, Japan
| | - Noriko Kodani
- Department of Diabetes, Endocrinology and Metabolism, Center Hospital, National Center for Global Health and Medicine, Tokyo, Japan
| | - Tomoko Hisatake
- Department of Diabetes, Endocrinology and Metabolism, Center Hospital, National Center for Global Health and Medicine, Tokyo, Japan.,Medical corporation Rikkuikai Tokyo, Japan
| | - Takehiro Sugiyama
- Diabetes and Metabolism Information Center, Research Institute, National Center for Global Health and Medicine, Tokyo, Japan.,Department of Public Health/Health Policy, Graduate School of Medicine, the University of Tokyo, Tokyo, Japan
| | - Michihiro Matsumoto
- Department of Molecular Metabolic Regulation, Diabetes Research Center, Research Institute national Center for Global Health and Medicine, Tokyo, Japan
| | - Noriko Ihana-Sugiyama
- Department of Diabetes, Endocrinology and Metabolism, Center Hospital, National Center for Global Health and Medicine, Tokyo, Japan.,Diabetes and Metabolism Information Center, Research Institute, National Center for Global Health and Medicine, Tokyo, Japan
| | - Mitsuru Ohsugi
- Department of Diabetes, Endocrinology and Metabolism, Center Hospital, National Center for Global Health and Medicine, Tokyo, Japan.,Diabetes and Metabolism Information Center, Research Institute, National Center for Global Health and Medicine, Tokyo, Japan
| | - Kohjiro Ueki
- Department of Diabetes, Endocrinology and Metabolism, Center Hospital, National Center for Global Health and Medicine, Tokyo, Japan.,Diabetes Research Center, National Center for Global Health and Medicine, Tokyo, Japan
| | - Hiroshi Kajio
- Department of Diabetes, Endocrinology and Metabolism, Center Hospital, National Center for Global Health and Medicine, Tokyo, Japan
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15
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Do DP, Frank R. U.S. frontline workers and COVID-19 inequities. Prev Med 2021; 153:106833. [PMID: 34624386 PMCID: PMC8492358 DOI: 10.1016/j.ypmed.2021.106833] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 09/15/2021] [Accepted: 10/03/2021] [Indexed: 11/27/2022]
Abstract
We overcome a lack of frontline worker status information in most COVID-19 data repositories to document the extent to which occupation has contributed to COVID-19 disparities in the United States. Using national data from over a million U.S. respondents to a Facebook-Carnegie Mellon University survey administered from September 2020 to March 2021, we estimated the likelihoods of frontline workers, compared to non-frontline workers, 1) to ever test positive for SARs-Cov-2 and 2) to test positive for SARs-Cov-2 within the past two weeks. Net of other covariates including education level, county-level political environment, and rural residence, both healthcare and non-healthcare frontline workers had higher odds of having ever tested positive for SARs-Cov-2 across the study time period. Similarly, non-healthcare frontline workers were more likely to test positive in the previous 14 days. Conversely, healthcare frontline workers were less likely to have recently tested positive. Our findings suggest that occupational exposure has played an independent role in the uneven spread of the virus. In particular, non-healthcare frontline workers have experienced sustained higher risk of testing positive for SARs-Cov-2 compared to non-frontline workers. Alongside more worker protections, future COVID-19 and other highly infectious disease response strategies must be augmented by a more robust recognition of the role that structural factors, such as the highly stratified U.S. occupational landscape, have played in the uneven toll of the COVID-19 pandemic.
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Affiliation(s)
- D Phuong Do
- Public Health Policy & Administration, University of Wisconsin Zilber School of Public Health, USA.
| | - Reanne Frank
- Sociology and Faculty Affiliate of the Institute for Population Research, Ohio State University, USA.
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17
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Bajos N, Counil E, Franck JE, Jusot F, Pailhé A, Spire A, Martin C, Lydie N, Slama R, Meyer L, Warszawski J. Social inequalities and dynamics of the early COVID-19 epidemic: a prospective cohort study in France. BMJ Open 2021; 11:e052888. [PMID: 34764173 PMCID: PMC8587531 DOI: 10.1136/bmjopen-2021-052888] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 10/06/2021] [Indexed: 01/05/2023] Open
Abstract
OBJECTIVE Although social inequalities in COVID-19 mortality by race, gender and socioeconomic status are well documented, less is known about social disparities in infection rates and their shift over time. We aim to study the evolution of social disparities in infection at the early stage of the epidemic in France with regard to the policies implemented. DESIGN Random population-based prospective cohort. SETTING From May to June 2020 in France. PARTICIPANTS Adults included in the Epidémiologie et Conditions de Vie cohort (n=77 588). MAIN OUTCOME MEASURES Self-reported anosmia and/or ageusia in three categories: no symptom, during the first epidemic peak (in March 2020) or thereafter (during lockdown). RESULTS In all, 2052 participants (1.53%) reported anosmia/ageusia. The social distribution of exposure factors (density of place of residence, overcrowded housing and working outside the home) was described. Multinomial regressions were used to identify changes in social variables (gender, class and race) associated with symptoms of anosmia/ageusia. Women were more likely to report symptoms during the peak and after. Racialised minorities accumulated more exposure risk factors than the mainstream population and were at higher risk of anosmia/ageusia during the peak and after. By contrast, senior executive professionals were the least exposed to the virus with the lower rate of working outside the home during lockdown. They were more affected than lower social classes at the peak of the epidemic, but this effect disappeared after the peak. CONCLUSION The shift in the social profile of the epidemic was related to a shift in exposure factors under the implementation of a stringent stay-at-home order. Our study shows the importance to consider in a dynamic way the gender, socioeconomic and race direct and indirect effects of the COVID-19 pandemic, notably to implement policies that do not widen health inequalities.
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Affiliation(s)
- Nathalie Bajos
- Institut de Recherche Interdisciplinaire sur les enjeux Sociaux - Sciences sociales, politique, santé, IRIS (UMR 8156 CNRS - EHESS - U997 INSERM), Aubervilliers, France
| | | | - Jeanna-Eve Franck
- Institut de Recherche Interdisciplinaire sur les enjeux Sociaux - Sciences sociales, politique, santé, IRIS (UMR 8156 CNRS - EHESS - U997 INSERM), Aubervilliers, France
| | | | | | - Alexis Spire
- Institut de Recherche Interdisciplinaire sur les enjeux Sociaux - Sciences sociales, politique, santé, IRIS (UMR 8156 CNRS - EHESS - U997 INSERM), Aubervilliers, France
| | | | | | - Remy Slama
- University Grenoble Alpes, INSERM, CNRS, Institute for Advanced Biosciences, Grenoble, France
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18
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Trends and Disparities in Teleworking During the COVID-19 Pandemic in the USA: May 2020-February 2021. J Gen Intern Med 2021; 36:3647-3649. [PMID: 34405351 PMCID: PMC8370452 DOI: 10.1007/s11606-021-07078-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 07/21/2021] [Indexed: 11/05/2022]
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19
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Health effects of immediate telework introduction during the COVID-19 era in Japan: A cross-sectional study. PLoS One 2021; 16:e0256530. [PMID: 34624027 PMCID: PMC8500427 DOI: 10.1371/journal.pone.0256530] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Accepted: 08/07/2021] [Indexed: 01/21/2023] Open
Abstract
Background Telework has been widely discussed in several fields; however, there is a lack of research on the health aspects of teleworking. The current study was conducted to determine the health effects of teleworking during an emergency statement as evidence for future policy development. Method This was a cross-sectional study in which we administered an online questionnaire to 5,214 general workers (response rate = 36.4%) from June 2020 to August 2020. Based on working methods during the pandemic, workers were categorized into the office group (n = 86) and telework group (n = 1597), and we characterized their demographics, changes in lifestyle, telework status, physical symptoms, and mental health. Results The results showed that the workers’ residence, marital status, management positions, and employee status affected the choice of the work method. During the emergency, teleworkers experienced more changes in their habits than office workers. In terms of exercise habits, 67.0% of the individuals belonging to the office-telework (OT) group exercised less. Approximately half of the teleworkers were satisfied with their telework, and those in the OT group were less satisfied with their telework than those in the telework-telework (TT) group, and they reported an increase in both working hours and meeting hours. Work-family conflict was more pronounced in the TT group than in the two other groups. Only 13.2% of individuals did not experience any stress in the past 30 days, and all three groups showed varying degrees of anxiety and depressive tendencies. In addition, all teleworkers experienced adverse physical symptoms before and after the emergency. Conclusion Health issues associated with teleworking should be given adequate attention.
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Albro M, McElfresh JM. Job engagement and employee-organization relationship among academic librarians in a modified work environment. JOURNAL OF ACADEMIC LIBRARIANSHIP 2021. [DOI: 10.1016/j.acalib.2021.102413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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21
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Galmiche S, Charmet T, Schaeffer L, Paireau J, Grant R, Chény O, Von Platen C, Maurizot A, Blanc C, Dinis A, Martin S, Omar F, David C, Septfons A, Cauchemez S, Carrat F, Mailles A, Levy-Bruhl D, Fontanet A. Exposures associated with SARS-CoV-2 infection in France: A nationwide online case-control study. THE LANCET REGIONAL HEALTH. EUROPE 2021; 7:100148. [PMID: 34124709 PMCID: PMC8183123 DOI: 10.1016/j.lanepe.2021.100148] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
BACKGROUND We aimed to assess the role of different setting and activities in acquiring SARS-CoV-2 infection. METHODS In this nationwide case-control study, cases were SARS-CoV-2 infected adults recruited between 27 October and 30 November 2020. Controls were individuals from the Ipsos market research database matched to cases by age, sex, region, population density and time period. Participants completed an online questionnaire on recent activity-related exposures. FINDINGS Among 3426 cases and 1713 controls, in multivariable analysis, we found an increased risk of infection associated with any additional person living in the household (adjusted-OR: 1•16; 95%CI: 1•11-1•21); having children attending day-care (aOR: 1•31; 95%CI: 1•02-1•62), kindergarten (aOR: 1•27; 95%CI: 1•09-1•45), middle school (aOR: 1•30; 95%CI: 1•15-1•47), or high school (aOR: 1•18; 95%CI: 1•05-1•34); with attending professional (aOR: 1•15; 95%CI: 1•04-1•26) or private gatherings (aOR: 1•57; 95%CI: 1•45-1•71); and with having frequented bars and restaurants (aOR: 1•95; 95%CI: 1•76-2•15), or having practiced indoor sports activities (aOR: 1•36; 95%CI: 1•15-1•62). We found no increase in risk associated with frequenting shops, cultural or religious gatherings, or with transportation, except for carpooling (aOR: 1•47; 95%CI: 1•28-1•69). Teleworking was associated with decreased risk of infection (aOR: 0•65; 95%CI: 0•56-0•75). INTERPRETATION Places and activities during which infection prevention and control measures may be difficult to fully enforce were those with increased risk of infection. Children attending day-care, kindergarten, middle and high schools, but not primary schools, were potential sources of infection for the household. FUNDING Institut Pasteur, Research & Action Emerging Infectious Diseases (REACTing), Fondation de France (Alliance" Tous unis contre le virus").
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Affiliation(s)
- Simon Galmiche
- Institut Pasteur, Emerging Diseases Epidemiology Unit, Paris, France
| | - Tiffany Charmet
- Institut Pasteur, Emerging Diseases Epidemiology Unit, Paris, France
| | - Laura Schaeffer
- Institut Pasteur, Emerging Diseases Epidemiology Unit, Paris, France
| | - Juliette Paireau
- Institut Pasteur, Mathematical Modelling of Infectious Diseases Unit; UMR2000; CNRS, Paris, France
- Santé Publique France, Saint-Maurice, France
| | - Rebecca Grant
- Institut Pasteur, Emerging Diseases Epidemiology Unit, Paris, France
- Sorbonne University, Paris, France
| | - Olivia Chény
- Institut Pasteur, Centre for Translational Research, Paris, France
| | | | | | - Carole Blanc
- Caisse Nationale d'Assurance Maladie, Paris, France
| | - Annika Dinis
- Caisse Nationale d'Assurance Maladie, Paris, France
| | | | | | | | | | - Simon Cauchemez
- Institut Pasteur, Mathematical Modelling of Infectious Diseases Unit; UMR2000; CNRS, Paris, France
| | - Fabrice Carrat
- Sorbonne Université, Inserm, IPLESP, hôpital Saint-Antoine, APHP, 27 rue Chaligny, Paris, France F75571
| | | | | | - Arnaud Fontanet
- Institut Pasteur, Emerging Diseases Epidemiology Unit, Paris, France
- Conservatoire national des arts et métiers, Unité PACRI, Paris, France
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22
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Galmiche S, Charmet T, Schaeffer L, Paireau J, Grant R, Chény O, Von Platen C, Maurizot A, Blanc C, Dinis A, Martin S, Omar F, David C, Septfons A, Cauchemez S, Carrat F, Mailles A, Levy-Bruhl D, Fontanet A. Exposures associated with SARS-CoV-2 infection in France: A nationwide online case-control study. THE LANCET REGIONAL HEALTH. EUROPE 2021; 7:100148. [PMID: 34124709 DOI: 10.1016/j.lanepe.2021.10014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
BACKGROUND We aimed to assess the role of different setting and activities in acquiring SARS-CoV-2 infection. METHODS In this nationwide case-control study, cases were SARS-CoV-2 infected adults recruited between 27 October and 30 November 2020. Controls were individuals from the Ipsos market research database matched to cases by age, sex, region, population density and time period. Participants completed an online questionnaire on recent activity-related exposures. FINDINGS Among 3426 cases and 1713 controls, in multivariable analysis, we found an increased risk of infection associated with any additional person living in the household (adjusted-OR: 1•16; 95%CI: 1•11-1•21); having children attending day-care (aOR: 1•31; 95%CI: 1•02-1•62), kindergarten (aOR: 1•27; 95%CI: 1•09-1•45), middle school (aOR: 1•30; 95%CI: 1•15-1•47), or high school (aOR: 1•18; 95%CI: 1•05-1•34); with attending professional (aOR: 1•15; 95%CI: 1•04-1•26) or private gatherings (aOR: 1•57; 95%CI: 1•45-1•71); and with having frequented bars and restaurants (aOR: 1•95; 95%CI: 1•76-2•15), or having practiced indoor sports activities (aOR: 1•36; 95%CI: 1•15-1•62). We found no increase in risk associated with frequenting shops, cultural or religious gatherings, or with transportation, except for carpooling (aOR: 1•47; 95%CI: 1•28-1•69). Teleworking was associated with decreased risk of infection (aOR: 0•65; 95%CI: 0•56-0•75). INTERPRETATION Places and activities during which infection prevention and control measures may be difficult to fully enforce were those with increased risk of infection. Children attending day-care, kindergarten, middle and high schools, but not primary schools, were potential sources of infection for the household. FUNDING Institut Pasteur, Research & Action Emerging Infectious Diseases (REACTing), Fondation de France (Alliance" Tous unis contre le virus").
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Affiliation(s)
- Simon Galmiche
- Institut Pasteur, Emerging Diseases Epidemiology Unit, Paris, France
| | - Tiffany Charmet
- Institut Pasteur, Emerging Diseases Epidemiology Unit, Paris, France
| | - Laura Schaeffer
- Institut Pasteur, Emerging Diseases Epidemiology Unit, Paris, France
| | - Juliette Paireau
- Institut Pasteur, Mathematical Modelling of Infectious Diseases Unit; UMR2000; CNRS, Paris, France
- Santé Publique France, Saint-Maurice, France
| | - Rebecca Grant
- Institut Pasteur, Emerging Diseases Epidemiology Unit, Paris, France
- Santé Publique France, Saint-Maurice, France
| | - Olivia Chény
- Sorbonne University, Paris, France
- Institut Pasteur, Centre for Translational Research, Paris, France
| | | | | | - Carole Blanc
- Caisse Nationale d'Assurance Maladie, Paris, France
| | - Annika Dinis
- Caisse Nationale d'Assurance Maladie, Paris, France
| | | | | | | | | | - Simon Cauchemez
- Institut Pasteur, Mathematical Modelling of Infectious Diseases Unit; UMR2000; CNRS, Paris, France
| | - Fabrice Carrat
- Sorbonne Université, Inserm, IPLESP, hôpital Saint-Antoine, APHP, 27 rue Chaligny, Paris, France F75571
| | | | | | - Arnaud Fontanet
- Institut Pasteur, Emerging Diseases Epidemiology Unit, Paris, France
- Conservatoire national des arts et métiers, Unité PACRI, Paris, France
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Ortiz N, Villarino E, Lee JT, Bajema KL, Ricaldi JN, Smith S, Lin W, Cortese M, Barskey AE, Da Silva JF, Bonin BJ, Rudman S, Han GS, Fischer M, Chai SJ, Cody SH. Epidemiologic Findings from Case Investigations and Contact Tracing for First 200 Cases of Coronavirus Disease, Santa Clara County, California, USA. Emerg Infect Dis 2021; 27:1301-1308. [PMID: 33900168 PMCID: PMC8084524 DOI: 10.3201/eid2705.204876] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
In January 2020, Santa Clara County, California, USA, began identifying laboratory-confirmed coronavirus disease among residents. County staff conducted case and contact investigations focused on households and collected detailed case demographic, occupation, exposure, and outcome information. We describe the first 200 test-positive cases during January 31–March 20, 2020, to inform future case and contact investigations. Probable infection sources included community transmission (104 cases), known close contact with a confirmed case-patient (66 cases), and travel (30 cases). Disease patterns across race and ethnicity, occupational, and household factors suggested multiple infection risk factors. Disproportionately high percentages of case-patients from racial and ethnic subgroups worked outside the home (Hispanic [86%] and Filipino [100%]); household transmission was more common among persons from Vietnam (53%). Even with the few initial cases, detailed case and contact investigations of household contacts capturing occupational and disaggregated race and ethnicity data helped identify at-risk groups and focused solutions for disease control.
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