Combined Infection Control Interventions Protect the Essential Workforce from Occupationally-Acquired SARS-CoV-2 during Produce Production, Harvesting and Processing Activities
Cooper, D. K.; Sobolik, J. S.; Kovacevic, J.; Rock, C.; Sajewski, E. T.; Guest, J. L.; Lopman, B. A.; Jaykus, L.-A.; Leon, J. S.
Show abstract
Essential food workers experience an elevated risk of SARS-CoV-2 infection due to prolonged occupational exposures (e.g., frequent close contact, enclosed spaces) in food production and processing areas, shared transportation (car or bus), and employer-provided shared housing. The purpose of this study was to evaluate the impact of combined food industry interventions and vaccination on reducing the daily cumulative risk of SARS-CoV-2 infection for produce workers. Six linked quantitative microbial risk assessment models were developed in R to simulate daily scenarios experienced by a worker. Standard industry interventions (2 m physical distancing, handwashing, surface disinfection, universal masking, increased ventilation) and two-dose mRNA vaccinations (86-99% efficacy) were modeled individually and jointly to assess risk reductions. The infection risk for an indoor (0.802, 95% Uncertainty Interval [UI]: 0.472-0.984) and outdoor (0.483, 95% UI: 0.255-0.821) worker was reduced to 0.018 (93% reduction) and 0.060 (87.5% reduction) after implementation of combined industry interventions. Upon integration of these interventions with vaccination, the infection risk for indoor (0.001, 95% UI: 0.0001-0.005) and outdoor (0.004, 95% UI: 0.001-0.016) workers was reduced by [≥]99.1%. Food workers face considerable risk of occupationally-acquired SARS-CoV-2 infection without interventions; however, consistent implementation of key infection control measures paired with vaccination effectively mitigates these risks. SynopsisBundled interventions, particularly if they include vaccination, produce significant reductions (>99%) in SARS-CoV-2 infection risk for essential food workers. Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=187 SRC="FIGDIR/small/22273125v1_ufig1.gif" ALT="Figure 1"> View larger version (69K): org.highwire.dtl.DTLVardef@742eb1org.highwire.dtl.DTLVardef@1a58ca7org.highwire.dtl.DTLVardef@1b530feorg.highwire.dtl.DTLVardef@a379b3_HPS_FORMAT_FIGEXP M_FIG C_FIG
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Infection control strategies in essential industries: using COVID-19 in the food industry to model economic and public health trade-offs 93%
- Aerosol emission rates from playing wind instruments – Implications for COVID-19 transmission during music performance 92%
- Evaluation of at-home methods for N95 filtering facepiece respirator decontamination 92%
Similar papers in this journal
Similar papers in this journal
- Exposure assessment for airborne transmission of SARS-CoV-2 via breathing, speaking, coughing and sneezing 92%
- Using parametric g-computation to estimate the effect of long-term exposure to air pollution on mortality risk and simulate the benefits of hypothetical policies: the Canadian Community Health Survey cohort (2005 to 2015) 92%
- Exposure contrasts of pregnant women during the Household Air Pollution Intervention Network randomized controlled trial 91%
Similar papers in this journal
- Quantitative assessment of the risk of airborne transmission of SARS-CoV-2 infection: prospective and retrospective applications 93%
- Estimation of airborne viral emission: quanta emission rate of SARS-CoV-2 for infection risk assessment 91%
- Nitrogen dioxide exposures from LPG stoves in a cleaner-cooking intervention trial 91%
Similar papers in this journal
- COVID-19 mortality and excess mortality among working-age Californians, by occupational sector: March 2020 through November 2021 91%
- High seroprevalence of SARS-CoV-2 antibodies among people living in precarious situations in Ile de France 89%
- Effectiveness of digital contact tracing for COVID-19 in New South Wales, Australia 88%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.