Stratified Random Sampling Methodology for Observing Community Mask Use within Indoor Settings: Results from Louisville, Kentucky during the COVID-19 Pandemic
KARIMI, S. M.; Salunkhe, S. S.; White, K. B.; Little, B. M.; McKinney, W. P. M.; Mitra, R. M.; Chen, Y. M.; Adkins, E. R.; Barclay, J. A.; Ezekekwu, E. M.; He, C. X.; Hurst, D. M.; Popescu, M. M. M.; Swinney, D. N.; Johnson, D. A.; Hollenbach, R. M.; Moyer, S. M.; DuPre, N. R.
Show abstract
Wearing a facial mask can limit COVID-19 transmission. Measurements of communities mask use behavior have mostly relied on self-report. This studys objective was to devise a method for measuring the prevalence of mask-wearing and proper mask use in indoor public areas without relying on self-report. A stratified random sample of retail trade stores (public areas) in Louisville, Kentucky, USA, was selected and targeted for observation by trained surveyors during December 14-20, 2020. The stratification allowed for investigating mask use behavior by city district, retail trade group, and public area size. The average mask use prevalence among observed visitors of the 382 visited public areas was 96%, while the average prevalence of proper use was 86%. In 17% of the public areas, at least one unmasked visitor was among the observed visitors; in 48%, at least one improperly masked visitor was observed. The average mask use among staff was 92%, but unmasked staff were observed in fewer public areas, as an unmasked staff member was observed in 11% of the visited public areas. The average prevalence of proper make use among staff was 87%, similar to the average among visitors. However, the percentage of public areas where at least one improperly masked staff was observed was 33. Significant disparities in mask use and its proper use were observed among both visitors and staff by public area size, retail trade type, and geographical area. Observing unmasked and incorrectly masked visitors was more common in small (less than 1500 square feet) public areas than larger ones, also in food and grocery stores than other retail stores. Also, the majority of the observed unmasked persons were male and middle age adults.
Matching journals
The top 1 journal accounts for 50% of the predicted probability mass.
Similar papers in this journal
- Survey of nationwide public perceptions regarding acceptance of wastewater used for community health monitoring in the United States 95%
- Opinions of Former Jail Residents about Self-collection of SARS-CoV-2 Specimens, Paired with Wastewater Surveillance: A Qualitative Study Rapidly Examining Acceptability of COVID-19 Mitigation Measures 95%
- Occupational exposures and mitigation strategies among homeless shelter workers at risk of COVID-19 94%
Similar papers in this journal
- Let’s just ask them. Perspectives on urban dwelling and air quality: a cross-sectional survey of 3,222 children, young people and parents 93%
- Air pollution exposure, respiratory consequences, and perceptions among urban African children living in poor conditions – a case study in Abidjan, Côte d’Ivoire 93%
- The impact of heating, ventilation, and air conditioning design features on the transmission of viruses, including the 2019 novel coronavirus: a systematic review of ventilation and coronavirus 93%
Similar papers in this journal
- COVID-19 risk perceptions of social interaction and essential activities and inequity in the United States: Results from a nationally representative survey 94%
- High risk of SARS-CoV-2 infection among frontline healthcare workers in Northeast Brazil: a respondent-driven sampling approach 92%
- Cumulative incidence of SARS-CoV-2 and associated risk factors among healthcare workers in the Eastern Cape, South Africa 92%
Similar papers in this journal
- Lessons Learned From the Implementation of a Participant-Collected, Mail-Based SARS-CoV-2 Serological Survey in Massachusetts, USA 92%
- Behavioral changes before lockdown, and decreased retail and recreation mobility during lockdown, contributed most to the successful control of the COVID-19 epidemic in 35 Western countries 91%
- Engagement with daily testing instead of self-isolating in contacts of confirmed cases of SARS-CoV-2 91%
Similar papers in this journal
- The Actual Conditions of Person-to-Object Contact and a Proposal for Prevention Measures During the COVID-19 Pandemic 94%
- Yet another lockdown? A large-scale study on people’s unwillingness to be confined during the first 5 months of the COVID-19 pandemic in Spain 91%
- Contact Tracing Evaluation for COVID-19 Transmission during the Reopening Phase in a Rural College Town 91%
"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.